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IEEE Journal of Biomedical and Health Informatics, Volume 25
Volume 25, Number 1, January 2021
- Lei Wang
, Yun Sun, Qingguo Li
IMU-Based Gait Normalcy Index Calculation for Clinical Evaluation of Impaired Gait. 3-12 - Hamed Danandeh Hesar
An Adaptive Kalman Filter Bank for ECG Denoising. 13-21 - Konstantinos Kyritsis
A Data Driven End-to-End Approach for In-the-Wild Monitoring of Eating Behavior Using Smartwatches. 22-34 - Mohammad Saidur Rahman
Reversible Biosignal Steganography Approach for Authenticating Biosignals Using Extended Binary Golay Code. 35-46 - Shihan Ma
EMG Signal Filtering Based on Variational Mode Decomposition and Sub-Band Thresholding. 47-58 - Yurong Li
Adaptive Stimulation Profiles Modulation for Foot Drop Correction Using Functional Electrical Stimulation: A Proof of Concept Study. 59-68 - David Ahmedt-Aristizabal
Identification of Children at Risk of Schizophrenia via Deep Learning and EEG Responses. 69-76 - Ting-Hsuan Lin
Deep Ensemble Feature Network for Gastric Section Classification. 77-87 - Jessica Loo
Open-Source Automatic Segmentation of Ocular Structures and Biomarkers of Microbial Keratitis on Slit-Lamp Photography Images Using Deep Learning. 88-99 - Andreia S. Gaudêncio
Three-Dimensional Multiscale Fuzzy Entropy: Validation and Application to Idiopathic Pulmonary Fibrosis. 100-107 - Taimur Hassan
RAG-FW: A Hybrid Convolutional Framework for the Automated Extraction of Retinal Lesions and Lesion-Influenced Grading of Human Retinal Pathology. 108-120 - Ashish Sinha
Multi-Scale Self-Guided Attention for Medical Image Segmentation. 121-130 - Noha M. Ghatwary
Learning Spatiotemporal Features for Esophageal Abnormality Detection From Endoscopic Videos. 131-142 - Shuai Ding
SCNET: A Novel UGI Cancer Screening Framework Based on Semantic-Level Multimodal Data Fusion. 143-151 - Debaleena Nawn
Multifractal Alterations in Oral Sub-Epithelial Connective Tissue During Progression of Pre-Cancer and Cancer. 152-162 - Joohyun Seo
Non-Invasive Evaluation of a Carotid Arterial Pressure Waveform Using Motion-Tolerant Ultrasound Measurements During the Valsalva Maneuver. 163-174 - Chunlei Tang
Estimating Time to Progression of Chronic Obstructive Pulmonary Disease With Tolerance. 175-180 - Carmina Reyes-Coronel
3D Camera and Pulse Oximeter for Respiratory Events Detection. 181-188 - Sujee Lee
Classification of Opioid Usage Through Semi-Supervised Learning for Total Joint Replacement Patients. 189-200 - Guangyi Zhang
Errors-in-Variables Modeling of Personalized Treatment-Response Trajectories. 201-208 - Zehua Zhang, Jiaqi Ding, Junhai Xu
Multi-Scale Time-Series Kernel-Based Learning Method for Brain Disease Diagnosis. 209-217 - Chima Stanley Eke
Early Detection of Alzheimer's Disease with Blood Plasma Proteins Using Support Vector Machines. 218-226 - Taha Khan
Prediction of Mild Cognitive Impairment Using Movement Complexity. 227-236 - Jingmei Yang
Blood Pressure States Transition Inference Based on Multi-State Markov Model. 237-246 - Wei Zhang
SCCLRR: A Robust Computational Method for Accurate Clustering Single Cell RNA-Seq Data. 247-256 - Jin-Xing Liu
WGRCMF: A Weighted Graph Regularized Collaborative Matrix Factorization Method for Predicting Novel LncRNA-Disease Associations. 257-265 - Yahui Long
Association Mining to Identify Microbe Drug Interactions Based on Heterogeneous Network Embedding Representation. 266-275 - David Adolfo Sampedro-Puente
Characterization of Spatio-Temporal Cardiac Action Potential Variability at Baseline and Under $\beta$-Adrenergic Stimulation by Combined Unscented Kalman Filter and Double Greedy Dimension Reduction. 276-288 - Rasheed el-Bouri
Hospital Admission Location Prediction via Deep Interpretable Networks for the Year-Round Improvement of Emergency Patient Care. 289-300
Volume 25, Number 2, February 2021
- Francesco Ciompi, Mitko Veta
Editorial Computational Pathology. 303-306 - Alexander I. Wright
The Effect of Quality Control on Accuracy of Digital Pathology Image Analysis. 307-314 - Pietro Antonio Cicalese
Kidney Level Lupus Nephritis Classification Using Uncertainty Guided Bayesian Convolutional Neural Networks. 315-324 - Karin Stacke
Measuring Domain Shift for Deep Learning in Histopathology. 325-336 - Yushan Zheng
Stain Standardization Capsule for Application-Driven Histopathological Image Normalization. 337-347 - Quoc Dang Vu, Kyungeun Kim, Jin Tae Kwak
Unsupervised Tumor Characterization via Conditional Generative Adversarial Networks. 348-357 - Haijun Lei, Shaomin Liu
Attention-Guided Multi-Branch Convolutional Neural Network for Mitosis Detection From Histopathological Images. 358-370 - Håkan Wieslander
Deep Learning With Conformal Prediction for Hierarchical Analysis of Large-Scale Whole-Slide Tissue Images. 371-380 - Daniëlle Krijgsman
Quantitative Whole Slide Assessment of Tumor-Infiltrating CD8-Positive Lymphocytes in ER-Positive Breast Cancer in Relation to Clinical Outcome. 381-392 - Leslie Solorzano
Towards Automatic Protein Co-Expression Quantification in Immunohistochemical TMA Slides. 393-402 - Amal Lahiani
Seamless Virtual Whole Slide Image Synthesis and Validation Using Perceptual Embedding Consistency. 403-411 - Romain Mormont
Multi-Task Pre-Training of Deep Neural Networks for Digital Pathology. 412-421 - Sebastian Stenman
Antibody Supervised Training of a Deep Learning Based Algorithm for Leukocyte Segmentation in Papillary Thyroid Carcinoma. 422-428 - Zhang Li
Deep Learning Methods for Lung Cancer Segmentation in Whole-Slide Histopathology Images - The ACDC@LungHP Challenge 2019. 429-440 - Yifan Jiang
COVID-19 CT Image Synthesis With a Conditional Generative Adversarial Network. 441-452 - Juan Cheng
Emotion Recognition From Multi-Channel EEG via Deep Forest. 453-464 - Laura Susana Vargas-Valencia
Sleeve for Knee Angle Monitoring: An IMU-POF Sensor Fusion System. 465-474 - Souvik Phadikar
Automatic Eyeblink Artifact Removal From EEG Signal Using Wavelet Transform With Heuristically Optimized Threshold. 475-484 - Han Zhang, Rui Li
Altered Time-Frequency Feature in Default Mode Network of Autism Based on Improved Hilbert-Huang Transform. 485-492 - Yassin Khalifa
Upper Esophageal Sphincter Opening Segmentation With Convolutional Recurrent Neural Networks in High Resolution Cervical Auscultation. 493-503 - Jiali Shi
Discriminative Feature Network Based on a Hierarchical Attention Mechanism for Semantic Hippocampus Segmentation. 504-513 - Shuai Wang
Multi-Scale Context-Guided Deep Network for Automated Lesion Segmentation With Endoscopy Images of Gastrointestinal Tract. 514-525 - Yue Zhang, Jiong Wu
MI-UNet: Multi-Inputs UNet Incorporating Brain Parcellation for Stroke Lesion Segmentation From T1-Weighted Magnetic Resonance Images. 526-535 - Seunghyun Lee
Toward a Fully Automated Artificial Pancreas System Using a Bioinspired Reinforcement Learning Design: In Silico Validation. 536-546 - Ann-Kathrin Seifert
Doppler Radar for the Extraction of Biomechanical Parameters in Gait Analysis. 547-558 - Gina Sprint
Behavioral Differences Between Subject Groups Identified Using Smart Homes and Change Point Detection. 559-567 - Abul Barkat Mollah Sayeed Ud Doulah
"Automatic Ingestion Monitor Version 2" - A Novel Wearable Device for Automatic Food Intake Detection and Passive Capture of Food Images. 568-576 - Tao Zhang
Sleep Staging Using Plausibility Score: A Novel Feature Selection Method Based on Metric Learning. 577-590 - Fariha Afsana
Automatically Assessing Quality of Online Health Articles. 591-601 - Monay Mokhtar Shoushan
Non-Contact HR Monitoring via Smartphone and Webcam During Different Respiratory Maneuvers and Body Movements. 602-612
Volume 25, Number 3, March 2021
- Daiana Caroline dos Santos Gomes
Machine Learning Model for Computational Tracking and Forecasting the COVID-19 Dynamic Propagation. 615-622 - Ali Moin
Adaptive Body Area Networks Using Kinematics and Biosignals. 623-633 - Md. Mobashir Hasan Shandhi
Estimation of Instantaneous Oxygen Uptake During Exercise and Daily Activities Using a Wearable Cardio-Electromechanical and Environmental Sensor. 634-646 - Xinyu Jiang
Quantifying Spatial Activation Patterns of Motor Units in Finger Extensor Muscles. 647-655 - Ryan S. McGinnis
Validation of Smartphone Based Heart Rate Tracking for Remote Treatment of Panic Attacks. 656-662 - Jing Liu
PCA-Based Multi-Wavelength Photoplethysmography Algorithm for Cuffless Blood Pressure Measurement on Elderly Subjects. 663-673 - Ahmad Rezaei
Towards User-Friendly Wearable Platforms for Monitoring Unconstrained Indoor and Outdoor Activities. 674-684 - Rohit Bose
Augmenting Neuromuscular Disease Detection Using Optimally Parameterized Weighted Visibility Graph. 685-692 - Wei-Dong Dang
Rhythm-Dependent Multilayer Brain Network for the Detection of Driving Fatigue. 693-700 - Amit Kumar, Anoop Kant Godiyal
A New Force Myography-Based Approach for Continuous Estimation of Knee Joint Angle in Lower Limb Amputees and Able-Bodied Subjects. 701-710 - Yan Zhao, Baoqiang Ma
Prediction of Alzheimer's Disease Progression with Multi-Information Generative Adversarial Network. 711-719 - Tianyu Fu, Jingfan Fan, Dingkun Liu, Hong Song, Chaoyi Zhang, Danni Ai, Zhigang Cheng, Ping Liang
Divergence-Free Fitting-Based Incompressible Deformation Quantification of Liver. 720-736 - Zhengrong Luo
HDC-Net: Hierarchical Decoupled Convolution Network for Brain Tumor Segmentation. 737-745 - Mohanad Alkhodari
Estimating Left Ventricle Ejection Fraction Levels Using Circadian Heart Rate Variability Features and Support Vector Regression Models. 746-754 - Lingwei Meng
2D and 3D CT Radiomic Features Performance Comparison in Characterization of Gastric Cancer: A Multi-Center Study. 755-763 - Jian Zheng
3D Context-Aware Convolutional Neural Network for False Positive Reduction in Clustered Microcalcifications Detection. 764-773 - Zhe Li
Deep Reinforcement Learning for Weakly-Supervised Lymph Node Segmentation in CT Images. 774-783 - Elyas Sabeti
Learning Using Partially Available Privileged Information and Label Uncertainty: Application in Detection of Acute Respiratory Distress Syndrome. 784-796 - Michal Byra
Early Prediction of Response to Neoadjuvant Chemotherapy in Breast Cancer Sonography Using Siamese Convolutional Neural Networks. 797-805 - Kanghan Oh
Deep Anatomical Context Feature Learning for Cephalometric Landmark Detection. 806-817 - Zhenchao Sun
Disease Prediction via Graph Neural Networks. 818-826 - Zahra Shakeri Hossein Abad
Predicting Discharge Destination of Critically Ill Patients Using Machine Learning. 827-837 - Andrew P. Creagh
Smartphone- and Smartwatch-Based Remote Characterisation of Ambulation in Multiple Sclerosis During the Two-Minute Walk Test. 838-849 - Xian Teng
StoCast: Stochastic Disease Forecasting With Progression Uncertainty. 850-861 - Prosanta Gope
A Secure IoT-Based Modern Healthcare System With Fault-Tolerant Decision Making Process. 862-873 - Fatemeh Mansoori
A Pathway Analysis Approach Using Petri Net. 874-880 - Ming-Ming Gao
Multi-Label Fusion Collaborative Matrix Factorization for Predicting LncRNA-Disease Associations. 881-890 - Chengqian Lu
Deep Matrix Factorization Improves Prediction of Human CircRNA-Disease Associations. 891-899
Volume 25, Number 4, April 2021
- Nan Ji
Recommendation to Use Wearable-Based mHealth in Closed-Loop Management of Acute Cardiovascular Disease Patients During the COVID-19 Pandemic. 903-908 - Jia Liu
A Data-Driven Approach to Transfer Function Analysis for Superior Discriminative Power: Optimized Assessment of Dynamic Cerebral Autoregulation. 909-921 - Haixia Bi
Human Activity Recognition Based on Dynamic Active Learning. 922-934 - Alessio Burrello
An Ensemble of Hyperdimensional Classifiers: Hardware-Friendly Short-Latency Seizure Detection With Automatic iEEG Electrode Selection. 935-946 - Aleksandra Rashkovska
Framework for Personalized Real-Time Control of Hidden Temperature Variables in Therapeutic Knee Cooling. 947-958 - Anoop Kant Godiyal
Optimal Force Myography Placement For Maximizing Locomotion Classification Accuracy in Transfemoral Amputees: A Pilot Study. 959-968 - Mingliang Chen
Modulation Model of the Photoplethysmography Signal for Vital Sign Extraction. 969-977 - Yamin Li
Effective Brain State Estimation During Propofol-Induced Sedation Using Advanced EEG Microstate Spectral Analysis. 978-987 - Dong Cui
A Graphical-User-Interface-Based Azimuth-Collection Method in Autonomous Auditory Localization of Real and Virtual Sound Sources. 988-996 - Houde Dai
Validation of Inertial Sensing-Based Wearable Device for Tremor and Bradykinesia Quantification. 997-1005 - Cristhyne León
Early Detection of Late Onset Sepsis in Premature Infants Using Visibility Graph Analysis of Heart Rate Variability. 1006-1017 - Seungman Yang
Estimation and Validation of Arterial Blood Pressure Using Photoplethysmogram Morphology Features in Conjunction With Pulse Arrival Time in Large Open Databases. 1018-1030 - Zongyang Xia
The Delineation of Fiducial Points for Non-Contact Radar Seismocardiogram Signals Without Concurrent ECG. 1031-1040 - Ling Xiao
Online MECG Compression Based on Incremental Tensor Decomposition for Wearable Devices. 1041-1051 - Runnan He
Automatic Detection of QRS Complexes Using Dual Channels Based on U-Net and Bidirectional Long Short-Term Memory. 1052-1061 - Parisa Moghri Masoumi
Trial-Specific Feature Performance on Single-Channel Auditory Mismatch Negativity Detection. 1062-1069 - Xinyu Jiang
Cancelable HD-sEMG-Based Biometrics for Cross-Application Discrepant Personal Identification. 1070-1079 - Shengnan Liu, Min Li, Yukun Feng, Min Zhang, Mirabel Ewura Esi Acquah
Brain Network Analysis by Stable and Unstable EEG Components. 1080-1092 - Guadalupe García-Isla
Poincaré Plot Image and Rhythm-Specific Atlas for Atrial Bigeminy and Atrial Fibrillation Detection. 1093-1100 - Ziyou Li
Electrode Shifts Estimation and Adaptive Correction for Improving Robustness of sEMG-Based Recognition. 1101-1110 - Andrea Bandini
A New Dataset for Facial Motion Analysis in Individuals With Neurological Disorders. 1111-1119 - Yan Shao, Xiaoying Zhang, Ge Wu, Qingtao Gu, Jiyong Wang, Yanchen Ying, Aihui Feng, Guotong Xie, Qing Kong, Zhiyong Xu
Prediction of Three-Dimensional Radiotherapy Optimal Dose Distributions for Lung Cancer Patients With Asymmetric Network. 1120-1127 - Bo Wang
CSU-Net: A Context Spatial U-Net for Accurate Blood Vessel Segmentation in Fundus Images. 1128-1138 - Chunyu Liu
Rapidly Decoding Image Categories From MEG Data Using a Multivariate Short-Time FC Pattern Analysis Approach. 1139-1150 - Pranjal Sahu
Structure Correction for Robust Volume Segmentation in Presence of Tumors. 1151-1162 - Qi Qi
Curriculum Feature Alignment Domain Adaptation for Epithelium-Stroma Classification in Histopathological Images. 1163-1172 - Siqi Li
AW-SDRLSE: Adaptive Weighting and Scalable Distance Regularized Level Set Evolution for Lymphoma Segmentation on PET Images. 1173-1184 - Zhijie Wen
GCSBA-Net: Gabor-Based and Cascade Squeeze Bi-Attention Network for Gland Segmentation. 1185-1196 - Marzieh R. Moghadam, Yi-Ping Phoebe Chen
Tracking Neutrophil Migration in Zebrafish Model Using Multi-Channel Feature Learning. 1197-1205 - Pu Huang
Attention-Aware Residual Network Based Manifold Learning for White Blood Cells Classification. 1206-1214 - Tian Tan
Accurate Impact Loading Rate Estimation During Running via a Subject-Independent Convolutional Neural Network Model and Optimal IMU Placement. 1215-1222 - Taiyu Zhu
Basal Glucose Control in Type 1 Diabetes Using Deep Reinforcement Learning: An In Silico Validation. 1223-1232 - Kun Qian
Can Machine Learning Assist Locating the Excitation of Snore Sound? A Review. 1233-1246 - Alessandra Angelucci
A Home Telemedicine System for Continuous Respiratory Monitoring. 1247-1256 - Ahmadreza Argha
A Novel Automated Blood Pressure Estimation Algorithm Using Sequences of Korotkoff Sounds. 1257-1264 - Yiwen Meng
HCET: Hierarchical Clinical Embedding With Topic Modeling on Electronic Health Records for Predicting Future Depression. 1265-1272 - Julien Maitre
Fall Detection With UWB Radars and CNN-LSTM Architecture. 1273-1283 - Patrick Schwab
A Deep Learning Approach to Diagnosing Multiple Sclerosis from Smartphone Data. 1284-1291 - Xiang Chen
Hand Gesture Recognition based on Surface Electromyography using Convolutional Neural Network with Transfer Learning Method. 1292-1304 - Maytus Piriyajitakonkij, Patchanon Warin
SleepPoseNet: Multi-View Learning for Sleep Postural Transition Recognition Using UWB. 1305-1314 - Alberto Blanco
Extracting Cause of Death From Verbal Autopsy With Deep Learning Interpretable Methods. 1315-1325 - Paolo Di Giamberardino
Dynamical Evolution of COVID-19 in Italy With an Evaluation of the Size of the Asymptomatic Infective Population. 1326-1332
Volume 25, Number 5, May 2021
- Jingxiong Li
Multiscale Attention Guided Network for COVID-19 Diagnosis Using Chest X-Ray Images. 1336-1346 - Guangyu Guo
Eliminating Indefiniteness of Clinical Spectrum for Better Screening COVID-19. 1347-1357 - Wenjin Wang
Guest Editorial: Camera-Based Monitoring for Pervasive Healthcare Informatics. 1358-1360 - Alexander Woyczyk
Adaptive Gaussian Mixture Model Driven Level Set Segmentation for Remote Pulse Rate Detection. 1361-1372 - Rencheng Song
PulseGAN: Learning to Generate Realistic Pulse Waveforms in Remote Photoplethysmography. 1373-1384 - Md. Hasanul Aziz
Automated Cardiac Pulse Cycle Analysis From Photoplethysmogram (PPG) Signals Generated From Fingertip Videos Captured Using a Smartphone to Measure Blood Hemoglobin Levels. 1385-1396 - Po-Wei Huang
A Heart Rate Monitoring Framework for Real-World Drivers Using Remote Photoplethysmography. 1397-1408 - Mark van Gastel
Camera-Based Vital Signs Monitoring During Sleep - A Proof of Concept Study. 1409-1418 - Raphaël Weber
Preterm Newborn Presence Detection in Incubator and Open Bed Using Deep Transfer Learning. 1419-1428 - Cheng Li
Infant Facial Expression Analysis: Towards a Real-Time Video Monitoring System Using R-CNN and HMM. 1429-1440 - Muhammad Awais
A Hybrid DCNN-SVM Model for Classifying Neonatal Sleep and Wake States Based on Facial Expressions in Video. 1441-1449 - Siavash Rezaei
Unobtrusive Pain Monitoring in Older Adults With Dementia Using Pairwise and Contrastive Training. 1450-1462 - Mehdy Dousty
Tenodesis Grasp Detection in Egocentric Video. 1463-1470 - Jianing Qiu
Counting Bites and Recognizing Consumed Food from Videos for Passive Dietary Monitoring. 1471-1482 - Shancheng Jiang
A Visually Interpretable Deep Learning Framework for Histopathological Image-Based Skin Cancer Diagnosis. 1483-1494 - Zhaoxiang Guo, Yonghang Tai
Automatically Addressing System for Ultrasound-Guided Renal Biopsy Training Based on Augmented Reality. 1495-1507 - Sun-Hee Kim
AsEmo: Automatic Approach for EEG-Based Multiple Emotional State Identification. 1508-1518 - Nils Strodthoff
Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL. 1519-1528 - Yi Liu
A Home-Based Bilateral Rehabilitation System With sEMG-based Real-Time Variable Stiffness. 1529-1541 - Valerie E. Rennoll
Electronic Stethoscope Filtering Mimics the Perceived Sound Characteristics of Acoustic Stethoscope. 1542-1549 - María Dolores Peláez-Coca
Photoplethysmographic Waveform and Pulse Rate Variability Analysis in Hyperbaric Environments. 1550-1560 - Alexis Suárez
Circadian Phase Prediction From Non-Intrusive and Ambulatory Physiological Data. 1561-1571 - Beren Semiz
Non-Invasive Wearable Patch Utilizing Seismocardiography for Peri-Operative Use in Surgical Patients. 1572-1582 - Seth R. Donahue, Li Jin
User Independent Estimations of Gait Events With Minimal Sensor Data. 1583-1590 - Göktekin Durusoy
B-Tensor: Brain Connectome Tensor Factorization for Alzheimer's Disease. 1591-1600 - Peijun Hu, Xiang Li, Yu Tian
Automatic Pancreas Segmentation in CT Images With Distance-Based Saliency-Aware DenseASPP Network. 1601-1611 - Lan Shen
Efficient 3D Junction Detection in Biomedical Images Based on a Circular Sampling Model and Reverse Mapping. 1612-1623 - Bo Du
Multi-Task Learning for Registering Images With Large Deformation. 1624-1633 - Bo Yang
Neuron Image Segmentation via Learning Deep Features and Enhancing Weak Neuronal Structures. 1634-1645 - Lu Li
Deep Learning for Hemorrhagic Lesion Detection and Segmentation on Brain CT Images. 1646-1659 - Alexey Tolkachev
Deep Learning for Diagnosis and Segmentation of Pneumothorax: The Results on the Kaggle Competition and Validation Against Radiologists. 1660-1672 - Zhe Chen, Zhao Chen, Jingxin Liu
Weakly Supervised Histopathology Image Segmentation With Sparse Point Annotations. 1673-1685 - Mingyang Ma
Keyframe Extraction From Laparoscopic Videos via Diverse and Weighted Dictionary Selection. 1686-1698 - Runxi Cui
A Multiprocessing Scheme for PET Image Pre-Screening, Noise Reduction, Segmentation and Lesion Partitioning. 1699-1711 - Yipu Zhang
Multi-Paradigm fMRI Fusion via Sparse Tensor Decomposition in Brain Functional Connectivity Study. 1712-1723 - Edwin Thomas, Pawan S. Jogi
Multi-Res-Attention UNet: A CNN Model for the Segmentation of Focal Cortical Dysplasia Lesions from Magnetic Resonance Images. 1724-1734 - Yasmin M. Kassim
Clustering-Based Dual Deep Learning Architecture for Detecting Red Blood Cells in Malaria Diagnostic Smears. 1735-1746 - Mira Valkonen, Gunilla Högnäs, G. Steven Bova, Pekka Ruusuvuori
Generalized Fixation Invariant Nuclei Detection Through Domain Adaptation Based Deep Learning. 1747-1757 - Andrew Hynes
Spatiotemporal Gait Measurement With a Side-View Depth Sensor Using Human Joint Proposals. 1758-1769 - William Hulme
Adaptive Symptom Monitoring Using Hidden Markov Models - An Application in Ecological Momentary Assessment. 1770-1780 - Xinchi Yu
Noncontact Monitoring of Heart Rate and Heart Rate Variability in Geriatric Patients Using Photoplethysmography Imaging. 1781-1792 - Ping Xuan
Graph Convolutional Autoencoder and Fully-Connected Autoencoder with Attention Mechanism Based Method for Predicting Drug-Disease Associations. 1793-1804 - Haeseok Jeong
Developing and Evaluating a Mixed Sensor Smart Chair System for Real-Time Posture Classification: Combining Pressure and Distance Sensors. 1805-1813 - Jacob L. Newman
1D Convolutional Neural Networks for Detecting Nystagmus. 1814-1823 - Brett M. Meyer, Lindsey J. Tulipani, Reed D. Gurchiek
Wearables and Deep Learning Classify Fall Risk From Gait in Multiple Sclerosis. 1824-1831 - Swagarika Jaharlal Giri, Pratik Dutta
MultiPredGO: Deep Multi-Modal Protein Function Prediction by Amalgamating Protein Structure, Sequence, and Interaction Information. 1832-1838 - Rizwan Qureshi
Visualization of Protein-Drug Interactions for the Analysis of Drug Resistance in Lung Cancer. 1839-1848
Volume 25, Number 6, June 2021
- Karen Panetta, Foram Sanghavi
Automated Detection of COVID-19 Cases on Radiographs using Shape-Dependent Fibonacci-p Patterns. 1852-1863 - Ziduo Yang, Lu Zhao, Shuyu Wu
Lung Lesion Localization of COVID-19 From Chest CT Image: A Novel Weakly Supervised Learning Method. 1864-1872 - Saeed Mohagheghi
Integration of CNN, CBMIR, and Visualization Techniques for Diagnosis and Quantification of Covid-19 Disease. 1873-1880 - Muhammad Owais
Multilevel Deep-Aggregated Boosted Network to Recognize COVID-19 Infection from Large-Scale Heterogeneous Radiographic Data. 1881-1891 - Maayan Frid-Adar
COVID-19 in CXR: From Detection and Severity Scoring to Patient Disease Monitoring. 1892-1903 - Bo-Han Kung
An Efficient ECG Classification System Using Resource-Saving Architecture and Random Forest. 1904-1914 - Poyuan Jeng
Low-Dimensional Subject Representation-Based Transfer Learning in EEG Decoding. 1915-1925 - Venu G. Ganti
Wearable Cuff-Less Blood Pressure Estimation at Home via Pulse Transit Time. 1926-1937 - Ridwan Alam
Wearable Respiration Monitoring: Interpretable Inference With Context and Sensor Biomarkers. 1938-1948 - Nannapas Banluesombatkul
MetaSleepLearner: A Pilot Study on Fast Adaptation of Bio-Signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning. 1949-1963 - Shreyasi Datta
Novel Measures of Similarity and Asymmetry in Upper Limb Activities for Identifying Hemiparetic Severity in Stroke Survivors. 1964-1974 - Clara Mosquera Lopez
Automated Detection of Real-World Falls: Modeled From People With Multiple Sclerosis. 1975-1984 - Ragil Krishna
Quantitative Assessment of Friedreich Ataxia via Self-Drinking Activity. 1985-1996 - Nida Sae Jong, Alba García Seco de Herrera
Multimodal Data Fusion of Electromyography and Acoustic Signals for Thai Syllable Recognition. 1997-2006 - Peng Xue
Lung Respiratory Motion Estimation Based on Fast Kalman Filtering and 4D CT Image Registration. 2007-2017 - Xinyu Yang
DBAN: Adversarial Network With Multi-Scale Features for Cardiac MRI Segmentation. 2018-2028 - Debesh Jha
A Comprehensive Study on Colorectal Polyp Segmentation With ResUNet++, Conditional Random Field and Test-Time Augmentation. 2029-2040 - Caner Mercan, Bulut Aygünes, Selim Aksoy
Deep Feature Representations for Variable-Sized Regions of Interest in Breast Histopathology. 2041-2049 - Nipuna H. Weerasinghe
Multi-Parametric Fusion of 3D Power Doppler Ultrasound for Fetal Kidney Segmentation Using Fully Convolutional Neural Networks. 2050-2057 - Jie Xing
Using BI-RADS Stratifications as Auxiliary Information for Breast Masses Classification in Ultrasound Images. 2058-2070 - Kaiqi Li
Accurate Retinal Vessel Segmentation in Color Fundus Images via Fully Attention-Based Networks. 2071-2081 - Jiahong Ouyang
Longitudinal Pooling & Consistency Regularization to Model Disease Progression From MRIs. 2082-2092 - Yang Li, Yan Li, Hua Tian:
Deep Learning-Based End-to-End Diagnosis System for Avascular Necrosis of Femoral Head. 2093-2102 - Marco Recenti
Healthy Aging Within an Image: Using Muscle Radiodensitometry and Lifestyle Factors to Predict Diabetes and Hypertension. 2103-2112 - Andrew Gilbert
User-Intended Doppler Measurement Type Prediction Combining CNNs With Smart Post-Processing. 2113-2124 - Mihir Sahasrabudhe
Deep Multi-Instance Learning Using Multi-Modal Data for Diagnosis of Lymphocytosis. 2125-2136 - Eunice E. Santos
Analyzing Medical Guideline Dissemination Behaviors Using Culturally Infused Agent Based Modeling Framework. 2137-2149 - Marko Sarlija
Prediction of Task Performance From Physiological Features of Stress Resilience. 2150-2161 - Theekshana Dissanayake
A Robust Interpretable Deep Learning Classifier for Heart Anomaly Detection Without Segmentation. 2162-2171 - Micael Pedrosa
A Pseudonymisation Protocol With Implicit and Explicit Consent Routes for Health Records in Federated Ledgers. 2172-2183 - Alexander Krall
Mosaic Privacy-Preserving Mechanisms for Healthcare Analytics. 2184-2192 - Zuhui Wang
Detecting Medical Misinformation on Social Media Using Multimodal Deep Learning. 2193-2203 - Arghya Datta
'Black Box' to 'Conversational' Machine Learning: Ondansetron Reduces Risk of Hospital-Acquired Venous Thromboembolism. 2204-2214 - Ning Liu
Gaining Insights Into Patient Satisfaction Through Interpretable Machine Learning. 2215-2226 - María Isabel Fernández, Paula Chanfreut
A Data-Based Model Predictive Decision Support System for Inventory Management in Hospitals. 2227-2236 - Li Luo, Xinzhu Yu
Design Comorbidity Portfolios to Improve Treatment Cost Prediction of Asthma Using Machine Learning. 2237-2247 - Zhichao Zhang
An FSCV Deep Neural Network: Development, Pruning, and Acceleration on an FPGA. 2248-2259 - Da Xu
A Deep Learning-Based Unsupervised Method to Impute Missing Values in Patient Records for Improved Management of Cardiovascular Patients. 2260-2272 - Matthew Baucum
Improving Deep Reinforcement Learning With Transitional Variational Autoencoders: A Healthcare Application. 2273-2280 - Jinbiao Liu
Multiscale Transfer Spectral Entropy for Quantifying Corticomuscular Interaction. 2281-2292 - Yordan P. Raykov
Probabilistic Modelling of Gait for Robust Passive Monitoring in Daily Life. 2293-2304 - Nan Zhao
Circulating Nurse Assistant: Non-Contact Body Centric Gesture Recognition Towards Reducing Latrogenic Contamination. 2305-2316 - Guoqing Bao
Identification of lncRNA Signature Associated With Pan-Cancer Prognosis. 2317-2328 - Yinuo Lyu
iPro2L-PSTKNC: A Two-Layer Predictor for Discovering Various Types of Promoters by Position Specific of Nucleotide Composition. 2329-2337 - Benlian Xu
A Joint Tracking Approach via Ant Colony Evolution for Quantitative Cell Cycle Analysis. 2338-2349
Volume 25, Number 7, July 2021
- Siwen Wang, Di Dong, Liang Li, Hailin Li, Yan Bai, Yahua Hu, Yuanyi Huang, Xiangrong Yu, Sibin Liu, Xiaoming Qiu, Ligong Lu
A Deep Learning Radiomics Model to Identify Poor Outcome in COVID-19 Patients With Underlying Health Conditions: A Multicenter Study. 2353-2362 - Titinunt Kitrungrotsakul
Attention-RefNet: Interactive Attention Refinement Network for Infected Area Segmentation of COVID-19. 2363-2373 - Arash Shaban-Nejad
Guest Editorial Explainable AI: Towards Fairness, Accountability, Transparency and Trust in Healthcare. 2374-2375 - Wenqi Shi
COVID-19 Automatic Diagnosis With Radiographic Imaging: Explainable Attention Transfer Deep Neural Networks. 2376-2387 - Young Seok Jeon
Interpretable and Lightweight 3-D Deep Learning Model for Automated ACL Diagnosis. 2388-2397 - Praharsh Ivaturi, Matteo Gadaleta
A Comprehensive Explanation Framework for Biomedical Time Series Classification. 2398-2408 - Nicasia Beebe-Wang
Efficient and Explainable Risk Assessments for Imminent Dementia in an Aging Cohort Study. 2409-2420 - Leonardo Alexandre
Mining Pre-Surgical Patterns Able to Discriminate Post-Surgical Outcomes in the Oncological Domain. 2421-2434 - Kristoffer Wickstrøm
Uncertainty-Aware Deep Ensembles for Reliable and Explainable Predictions of Clinical Time Series. 2435-2444 - Haifeng Xu
Predicting Recurrence for Patients With Ischemic Cerebrovascular Events Based on Process Discovery and Transfer Learning. 2445-2453 - Ahmad Chaddad
Modeling Texture in Deep 3D CNN for Survival Analysis. 2454-2462 - Yong Shang, Yu Tian
EHR-Oriented Knowledge Graph System: Toward Efficient Utilization of Non-Used Information Buried in Routine Clinical Practice. 2463-2475 - Wonsuk Oh
A Computational Method for Learning Disease Trajectories From Partially Observable EHR Data. 2476-2486 - Guanchao Feng
Exploiting Causality for Improved Prediction of Patient Volumes by Gaussian Processes. 2487-2496 - Zhenhu Liang
Tracking Brain Development From Neonates to the Elderly by Hemoglobin Phase Measurement Using Functional Near-Infrared Spectroscopy. 2497-2509 - Cederick Landry
Accurate Blood Pressure Estimation During Activities of Daily Living: A Wearable Cuffless Solution. 2510-2520 - Diogo Filipe Silva
Copula-Based Data Augmentation on a Deep Learning Architecture for Cardiac Sensor Fusion. 2521-2532 - Zhe Wang
FLDNet: Frame-Level Distilling Neural Network for EEG Emotion Recognition. 2533-2544 - Jian Shen
An Optimal Channel Selection for EEG-Based Depression Detection via Kernel-Target Alignment. 2545-2556 - Yang Yu
Wrist Torque Estimation via Electromyographic Motor Unit Decomposition and Image Reconstruction. 2557-2566 - Henri Korkalainen
Detailed Assessment of Sleep Architecture With Deep Learning and Shorter Epoch-to-Epoch Duration Reveals Sleep Fragmentation of Patients With Obstructive Sleep Apnea. 2567-2574 - Henry Shin
Activation of Superficial and Deep Finger Flexors Through Transcutaneous Nerve Stimulation. 2575-2582 - Ian McLane
Design and Comparative Performance of a Robust Lung Auscultation System for Noisy Clinical Settings. 2583-2594 - Samiul Based Shuvo
A Lightweight CNN Model for Detecting Respiratory Diseases From Lung Auscultation Sounds Using EMD-CWT-Based Hybrid Scalogram. 2595-2603 - Bhaskar Sen
Classification of Adolescent Major Depressive Disorder Via Static and Dynamic Connectivity. 2604-2614 - Zengqiang Yan
Variation-Aware Federated Learning With Multi-Source Decentralized Medical Image Data. 2615-2628 - Qingsen Yan
Attention-Guided Deep Neural Network With Multi-Scale Feature Fusion for Liver Vessel Segmentation. 2629-2642 - Helena R. Torres
Anthropometric Landmark Detection in 3D Head Surfaces Using a Deep Learning Approach. 2643-2654 - Bingsheng Huang, Junru Tian, Hongyuan Zhang
Deep Semantic Segmentation Feature-Based Radiomics for the Classification Tasks in Medical Image Analysis. 2655-2664 - Adeleh Bitarafan, Mahdi Nikdan, Mahdieh Soleymani Baghshah
3D Image Segmentation With Sparse Annotation by Self-Training and Internal Registration. 2665-2672 - Zhu Meng
Triple Up-Sampling Segmentation Network With Distribution Consistency Loss for Pathological Diagnosis of Cervical Precancerous Lesions. 2673-2685 - Cam-Hao Hua
Convolutional Network With Twofold Feature Augmentation for Diabetic Retinopathy Recognition From Multi-Modal Images. 2686-2697 - Sulaiman Vesal
Spatio-Temporal Multi-Task Learning for Cardiac MRI Left Ventricle Quantification. 2698-2709 - Liping Zhang
LPAQR-Net: Efficient Vertebra Segmentation From Biplanar Whole-Spine Radiographs. 2710-2721 - Rui Xu
Joint Extraction of Retinal Vessels and Centerlines Based on Deep Semantics and Multi-Scaled Cross-Task Aggregation. 2722-2732 - Philipp V. Rouast
Single-Stage Intake Gesture Detection Using CTC Loss and Extended Prefix Beam Search. 2733-2743 - Taiyu Zhu
Deep Learning for Diabetes: A Systematic Review. 2744-2757 - Carlos A. Gómez-García
Platform for Healthcare Promotion and Cardiovascular Disease Prevention. 2758-2767 - Diliang Chen
Ubiquitous Fall Hazard Identification With Smart Insole. 2768-2776 - Zhiheng Li
Lexicon Knowledge Boosted Interaction Graph Network for Adverse Drug Reaction Recognition From Social Media. 2777-2786 - Yuxin Gong
Trail-Traced Threshold Test (T4) With a Weighted Binomial Distribution for a Psychophysical Test. 2787-2800 - Lung-Hao Lee
Multiple Embeddings Enhanced Multi-Graph Neural Networks for Chinese Healthcare Named Entity Recognition. 2801-2810 - Lijun Quan
Quantifying Intensities of Transcription Factor-DNA Binding by Learning From an Ensemble of Protein Binding Microarrays. 2811-2819 - Jiajing Zhu
Attribute Supervised Probabilistic Dependent Matrix Tri-Factorization Model for the Prediction of Adverse Drug-Drug Interaction. 2820-2832
Volume 25, Number 8, August 2021
- Choujun Zhan
Comparative Study of COVID-19 Pandemic Progressions in 175 Regions in Australia, Canada, Italy, Japan, Spain, U.K. and USA Using a Novel Model That Considers Testing Capacity and Deficiency in Confirming Infected Cases. 2836-2847 - Guanhua Ye, Hongzhi Yin
FENet: A Frequency Extraction Network for Obstructive Sleep Apnea Detection. 2848-2856 - Cuong Q. Ngo
The Effect of Hypoglycemia on Spectral Moments in EEG Epochs of Different Durations in Type 1 Diabetes Patients. 2857-2865 - Ayse S. Cakmak
Classification and Prediction of Post-Trauma Outcomes Related to PTSD Using Circadian Rhythm Changes Measured via Wrist-Worn Research Watch in a Large Longitudinal Cohort. 2866-2876 - Jing Liu
Non-Invasive Capillary Blood Pressure Measurement Enabling Early Detection and Classification of Venous Congestion. 2877-2886 - Zhongke Gao
Attention-Based Parallel Multiscale Convolutional Neural Network for Visual Evoked Potentials EEG Classification. 2887-2894 - Jiuwen Cao
Unsupervised Eye Blink Artifact Detection From EEG With Gaussian Mixture Model. 2895-2905 - Fernando Vaquerizo-Villar
A Convolutional Neural Network Architecture to Enhance Oximetry Ability to Diagnose Pediatric Obstructive Sleep Apnea. 2906-2916 - Sami Nikkonen
Automatic Respiratory Event Scoring in Obstructive Sleep Apnea Using a Long Short-Term Memory Neural Network. 2917-2927 - Mo Han
Universal Physiological Representation Learning With Soft-Disentangled Rateless Autoencoders. 2928-2937 - Lam Pham
CNN-MoE Based Framework for Classification of Respiratory Anomalies and Lung Disease Detection. 2938-2947 - Maider Nuñez-Ibero
A Controlled Thermoalgesic Stimulation Device for Exploring Novel Pain Perception Biomarkers. 2948-2957 - Deqiang Xiao
Estimating Reference Bony Shape Models for Orthognathic Surgical Planning Using 3D Point-Cloud Deep Learning. 2958-2966 - Ran Zhou
Deep Learning-Based Measurement of Total Plaque Area in B-Mode Ultrasound Images. 2967-2977 - Liyan Lin
Quantifying Axial Spine Images Using Object-Specific Bi-Path Network. 2978-2987 - Wei Zhang, Xiujuan Zhao, Yuanyuan Chen
DeepUWF: An Automated Ultra-Wide-Field Fundus Screening System via Deep Learning. 2988-2996 - Yonghua Yang
Video-Based Detection of Generalized Tonic-Clonic Seizures Using Deep Learning. 2997-3008 - Jiancheng Yang
Reinventing 2D Convolutions for 3D Images. 3009-3018 - Xia-an Bi
Detecting Risk Gene and Pathogenic Brain Region in EMCI Using a Novel GERF Algorithm Based on Brain Imaging and Genetic Data. 3019-3028 - Bo Wang
Boundary Aware U-Net for Retinal Layers Segmentation in Optical Coherence Tomography Images. 3029-3040 - Meng Lv
Spatial-Spectral Density Peaks-Based Discriminant Analysis for Membranous Nephropathy Classification Using Microscopic Hyperspectral Images. 3041-3051 - Kaiyan Cui
Dynamic MRI Reconstruction via Weighted Tensor Nuclear Norm Regularizer. 3052-3060 - Wanyi Fu
iPhantom: A Framework for Automated Creation of Individualized Computational Phantoms and Its Application to CT Organ Dosimetry. 3061-3072 - Weihua Liu
Integrating Lung Parenchyma Segmentation and Nodule Detection With Deep Multi-Task Learning. 3073-3081 - Yanling Li
Segmenting Vitiligo on Clinical Face Images Using CNN Trained on Synthetic and Internet Images. 3082-3093 - Julio Silva-Rodríguez
Self-Learning for Weakly Supervised Gleason Grading of Local Patterns. 3094-3104 - Nils Strodthoff
Inferring Respiratory and Circulatory Parameters from Electrical Impedance Tomography With Deep Recurrent Models. 3105-3111 - Milad Moradi
Explaining Black-Box Models for Biomedical Text Classification. 3112-3120 - Yiwen Meng
Bidirectional Representation Learning From Transformers Using Multimodal Electronic Health Record Data to Predict Depression. 3121-3129 - Chun Ouyang
Inter-Patient Classification With Encoded Peripheral Pulse Series and Multi-Task Fusion CNN: Application in Type 2 Diabetes. 3130-3140 - Xiaofan Song
Auto-Metric Graph Neural Network Based on a Meta-Learning Strategy for the Diagnosis of Alzheimer's Disease. 3141-3152 - Senol Isci
Machine Learning Models for Classification of Cushing's Syndrome Using Retrospective Data. 3153-3162 - Chirag Nagpal
Deep Survival Machines: Fully Parametric Survival Regression and Representation Learning for Censored Data With Competing Risks. 3163-3175 - Ellen W. McGinnis, Jordyn Scism, Jessica Hruschak, Maria Muzik, Katherine L. Rosenblum
Digital Phenotype for Childhood Internalizing Disorders: Less Positive Play and Promise for a Brief Assessment Battery. 3176-3184 - Shengqiang Chi
Deep Semisupervised Multitask Learning Model and Its Interpretability for Survival Analysis. 3185-3196 - Prakhar Mohan, Bogyeong Lee
Assessment of Daily Routine Uniformity in a Smart Home Environment Using Hierarchical Clustering. 3197-3208 - Nosratallah Forghani
Intelligent Oscillometric System for Automatic Detection of Peripheral Arterial Disease. 3209-3218 - Kaiwen Tan
A Hierarchical Graph Convolution Network for Representation Learning of Gene Expression Data. 3219-3229 - Bo Liu
scASK: A Novel Ensemble Framework for Classifying Cell Types Based on Single-cell RNA-seq Data. 3230-3239 - Jiping Zhang
Chromosome Classification and Straightening Based on an Interleaved and Multi-Task Network. 3240-3251 - Taha Khan
Corrections to "Prediction of Mild Cognitive Impairment Using Movement Complexity". 3252
Volume 25, Number 9, September 2021
- Guoyan Zheng, Daoqiang Zhang
Guest Editorial Multi-Modal Computing for Biomedical Intelligence Systems. 3256-3257 - Yinghuan Shi, Wanqi Yang, Kim-Han Thung, Hao Wang, Yang Gao, Yang Pan, Li Zhang, Dinggang Shen:
Learning-Based Computer-Aided Prescription Model for Parkinson's Disease: A Data-Driven Perspective. 3258-3269 - Zhenghua Chen
An Attention Based CNN-LSTM Approach for Sleep-Wake Detection With Heterogeneous Sensors. 3270-3277 - Dong Wen
The Current Research of Combining Multi-Modal Brain-Computer Interfaces With Virtual Reality. 3278-3287 - Qiancheng Ye
Method of Tumor Pathological Micronecrosis Quantification Via Deep Learning From Label Fuzzy Proportions. 3288-3299 - Shaoya Guan
Transfer Learning for Nonrigid 2D/3D Cardiovascular Images Registration. 3300-3309 - Yao Lu
Multicenter Privacy-Preserving Cox Analysis Based on Homomorphic Encryption. 3310-3320 - Yi Xu, Kang Han
Deep Adaptive Blending Network for 3D Magnetic Resonance Image Denoising. 3321-3331 - Xiong Luo
Ophthalmic Disease Detection via Deep Learning With a Novel Mixture Loss Function. 3332-3339 - Jingzhen Li, Tobore Igbe
Non-invasive Monitoring of Three Glucose Ranges Based On ECG By Using DBSCAN-CNN. 3340-3350 - Jacob Kimball
Unifying the Estimation of Blood Volume Decompensation Status in a Porcine Model of Relative and Absolute Hypovolemia Via Wearable Sensing. 3351-3360 - Alireza Noamani
Predicted Threshold for Seated Stability: Estimation of Margin of Stability Using Wearable Inertial Sensors. 3361-3372 - Hewon Jung
Accurate Ballistocardiogram Based Heart Rate Estimation Using an Array of Load Cells in a Hospital Bed. 3373-3383 - Pedro Miguel Rodrigues
Lacsogram: A New EEG Tool to Diagnose Alzheimer's Disease. 3384-3395 - Changzhe Jiao
Non-Invasive Heart Rate Estimation From Ballistocardiograms Using Bidirectional LSTM Regression. 3396-3407 - Sara Afshar
A Combinatorial Deep Learning Structure for Precise Depth of Anesthesia Estimation From EEG Signals. 3408-3415 - Zhenxing Huang
Learning a Deep CNN Denoising Approach Using Anatomical Prior Information Implemented With Attention Mechanism for Low-Dose CT Imaging on Clinical Patient Data From Multiple Anatomical Sites. 3416-3427 - (Withdrawn) A New Framework for Robust Heart Rate Measurement Based on the Head Motion State Estimation. 3428-3437
- Qing Zuo
DMC-Fusion: Deep Multi-Cascade Fusion With Classifier-Based Feature Synthesis for Medical Multi-Modal Images. 3438-3449 - Lei Song
Bridging the Gap Between 2D and 3D Contexts in CT Volume for Liver and Tumor Segmentation. 3450-3459 - Menglin Wu
Noise Reduction for SD-OCT Using a Structure-Preserving Domain Transfer Approach. 3460-3472 - Jingliang Zhao, Qianjin Feng
Automatic Aortic Dissection Centerline Extraction Via Morphology-Guided CRN Tracker. 3473-3485 - Rozita Rastghalam
Skin Melanoma Detection in Microscopic Images Using HMM-Based Asymmetric Analysis and Expectation Maximization. 3486-3497 - Bingsheng Huang
Accurate and Feasible Deep Learning Based Semi-Automatic Segmentation in CT for Radiomics Analysis in Pancreatic Neuroendocrine Neoplasms. 3498-3506 - Xiaohang Fu
Multimodal Spatial Attention Module for Targeting Multimodal PET-CT Lung Tumor Segmentation. 3507-3516 - Meng Lv, Wei Li
Discriminant Tensor-Based Manifold Embedding for Medical Hyperspectral Imagery. 3517-3528 - Zijie Yue
Automatic Acetowhite Lesion Segmentation via Specular Reflection Removal and Deep Attention Network. 3529-3540 - Wufeng Xue
Left Ventricle Quantification Challenge: A Comprehensive Comparison and Evaluation of Segmentation and Regression for Mid-Ventricular Short-Axis Cardiac MR Data. 3541-3553 - André G. C. Pacheco
An Attention-Based Mechanism to Combine Images and Metadata in Deep Learning Models Applied to Skin Cancer Classification. 3554-3563 - Yu Li
Striatal Subdivisions Estimated via Deep Embedded Clustering With Application to Parkinson's Disease. 3564-3575 - Azra Rasouli Kenari, Hossein Rabbani
A Multichannel Intraluminal Impedance Gastroesophageal Reflux Characterization Algorithm Based On Sparse Representation. 3576-3586 - Yilin Yin, Chun-An Chou
A Novel Switching State-Space Model for Post-ICU Mortality Prediction and Survival Analysis. 3587-3595 - Shang Gao
Limitations of Transformers on Clinical Text Classification. 3596-3607 - Enrico Longato
A Deep Learning Approach to Predict Diabetes' Cardiovascular Complications From Administrative Claims. 3608-3617 - Sevda Gharehbaghi
Acoustic Emissions From Loaded and Unloaded Knees to Assess Joint Health in Patients With Juvenile Idiopathic Arthritis. 3618-3626 - Dimitris Bertsimas
Machine Learning for Real-Time Heart Disease Prediction. 3627-3637 - Lujia Zhou
Reducing False Triggering Caused by Irrelevant Mental Activities in Brain-Computer Interface Based on Motor Imagery. 3638-3648 - Dawoon Jung
Frailty Assessment Using Temporal Gait Characteristics and a Long Short-Term Memory Network. 3649-3658 - Dídac Florensa
The Use of Multiple Correspondence Analysis to Explore Associations Between Categories of Qualitative Variables and Cancer Incidence. 3659-3667 - Mengting Niu
rBPDL: Predicting RNA-Binding Proteins Using Deep Learning. 3668-3676 - Xiong Li
An $L_0$ Regularization Method for Imaging Genetics and Whole Genome Association Analysis on Alzheimer's Disease. 3677-3684
Volume 25, Number 10, October 2021
- Syed Hassan Ahmed
Guest Editorial AI and 5G Empowered Internet of Medical Things. 3688-3690 - Gunasekaran Manogaran, Mamoun Alazab
CDP-UA: Cognitive Data Processing Method Wearable Sensor Data Uncertainty Analysis in the Internet of Things Assisted Smart Medical Healthcare Systems. 3691-3699 - Ruiwei Feng
A Deep Learning Approach for Colonoscopy Pathology WSI Analysis: Accurate Segmentation and Classification. 3700-3708 - Lie Ju
Synergic Adversarial Label Learning for Grading Retinal Diseases via Knowledge Distillation and Multi-Task Learning. 3709-3720 - Yangjie Cao
ML-Net: Multi-Channel Lightweight Network for Detecting Myocardial Infarction. 3721-3731 - Qi Zhang
Graph Based Multichannel Feature Fusion for Wrist Pulse Diagnosis. 3732-3743 - Ziyuan Zhao
DSAL: Deeply Supervised Active Learning From Strong and Weak Labelers for Biomedical Image Segmentation. 3744-3751 - Hongbo Zhu
Two-Way MR-Forest Based Growing Path Classification for Malignancy Estimation of Pulmonary Nodules. 3752-3762 - Philip Virgil Astillo
TrMAps: Trust Management in Specification-Based Misbehavior Detection System for IMD-Enabled Artificial Pancreas System. 3763-3775 - Muhammad Tanveer
Sparse Twin Support Vector Clustering Using Pinball Loss. 3776-3783 - Shuteng Niu
Distant Domain Transfer Learning for Medical Imaging. 3784-3793 - Yalian Qian
Profile Matching for IoMT: A Verifiable Private Set Intersection Scheme. 3794-3803 - Syed Atif Moqurrab
An Accurate Deep Learning Model for Clinical Entity Recognition From Clinical Notes. 3804-3811 - Xiangqiong Wu
CacheTrack-YOLO: Real-Time Detection and Tracking for Thyroid Nodules and Surrounding Tissues in Ultrasound Videos. 3812-3823 - Ioannis Kakkos, Georgios N. Dimitrakopoulos
EEG Fingerprints of Task-Independent Mental Workload Discrimination. 3824-3833 - Wenbo Huang
The Convolutional Neural Networks Training With Channel-Selectivity for Human Activity Recognition Based on Sensors. 3834-3843 - Hyunbin Kwon
Attention-Based LSTM for Non-Contact Sleep Stage Classification Using IR-UWB Radar. 3844-3853 - Guangquan Zhou
Learn Fine-Grained Adaptive Loss for Multiple Anatomical Landmark Detection in Medical Images. 3854-3864 - Alzayat Saleh
A Deep Learning Localization Method for Measuring Abdominal Muscle Dimensions in Ultrasound Images. 3865-3873 - Huili Zhang
Multi-Source Transfer Learning Via Multi-Kernel Support Vector Machine Plus for B-Mode Ultrasound-Based Computer-Aided Diagnosis of Liver Cancers. 3874-3885 - Chen Yang
Mutual-Prototype Adaptation for Cross-Domain Polyp Segmentation. 3886-3897 - Ruiwei Feng
KerNet: A Novel Deep Learning Approach for Keratoconus and Sub-Clinical Keratoconus Detection Based on Raw Data of the Pentacam HR System. 3898-3910 - Binh Nguyen-Thai
A Spatio-Temporal Attention-Based Model for Infant Movement Assessment From Videos. 3911-3920 - Yuxuan Zhai
Computer-Aided Intraoperative Toric Intraocular Lens Positioning and Alignment During Cataract Surgery. 3921-3932 - Liwen Zhang, Di Dong
Multi-Focus Network to Decode Imaging Phenotype for Overall Survival Prediction of Gastric Cancer Patients. 3933-3942 - Jiansheng Fang
Combating Ambiguity for Hash-Code Learning in Medical Instance Retrieval. 3943-3954 - Simon Geirnaert
Unsupervised Self-Adaptive Auditory Attention Decoding. 3955-3966 - Hack-Jin Lee
Prediction of Life-Threatening Intracranial Hypertension During the Acute Phase of Traumatic Brain Injury Using Machine Learning. 3967-3976 - Marco Viceconti
Possible Contexts of Use for In Silico Trials Methodologies: A Consensus-Based Review. 3977-3982 - Michele Bernardini
A Semi-Supervised Multi-Task Learning Approach for Predicting Short-Term Kidney Disease Evolution. 3983-3994 - Haiqiang Wang
Medication Combination Prediction Using Temporal Attention Mechanism and Simple Graph Convolution. 3995-4004 - Liying Zhang
Nonlaboratory-Based Risk Assessment Model For Type 2 Diabetes Mellitus Screening in Chinese Rural Population: A Joint Bagging-Boosting Model. 4005-4016 - Yao Guo
MCDCD: Multi-Source Unsupervised Domain Adaptation for Abnormal Human Gait Detection. 4017-4028 - Dawoon Jung
Classifying the Risk of Cognitive Impairment Using Sequential Gait Characteristics and Long Short-Term Memory Networks. 4029-4040 - Zhifeng Hao, Di Wu
Prediction of Synthetic Lethal Interactions in Human Cancers Using Multi-View Graph Auto-Encoder. 4041-4051 - Sina Abdollahi
WinBinVec: Cancer-Associated Protein-Protein Interaction Extraction and Identification of 20 Various Cancer Types and Metastasis Using Different Deep Learning Models. 4052-4063
Volume 25, Number 11, November 2021
- Pierangelo Veltri
Guest Editorial Innovative Data Analysis Methods for Biomedicine. 4066-4067 - Simone Ciccolella, Murray Patterson
Effective Clustering for Single Cell Sequencing Cancer Data. 4068-4078 - Fei Wang
Human Protein Complex-Based Drug Signatures for Personalized Cancer Medicine. 4079-4088 - Ali Jazayeri
Proximity of Cellular and Physiological Response Failures in Sepsis. 4089-4097 - Xiao Luo
A Computational Framework to Analyze the Associations Between Symptoms and Cancer Patient Attributes Post Chemotherapy Using EHR Data. 4098-4109 - Amogh Hiremath
Integrated Clinical and CT Based Artificial Intelligence Nomogram for Predicting Severity and Need for Ventilator Support in COVID-19 Patients: A Multi-Site Study. 4110-4118 - Jianpeng An, Qing Cai
COVID-19 Screening in Chest X-Ray Images Using Lung Region Priors. 4119-4127 - Jasjit S. Suri
Systematic Review of Artificial Intelligence in Acute Respiratory Distress Syndrome for COVID-19 Lung Patients: A Biomedical Imaging Perspective. 4128-4139 - Caizi Li
Self-Ensembling Co-Training Framework for Semi-Supervised COVID-19 CT Segmentation. 4140-4151 - Yichi Zhang
Exploiting Shared Knowledge From Non-COVID Lesions for Annotation-Efficient COVID-19 CT Lung Infection Segmentation. 4152-4162 - Ting Xiang
Interactive Effects of HRV and P-QRS-T on the Power Density Spectra of ECG Signals. 4163-4174 - Yatao Zhang
Heartbeats Classification Using Hybrid Time-Frequency Analysis and Transfer Learning Based on ResNet. 4175-4184 - Umaer Hanif
Estimation of Apnea-Hypopnea Index Using Deep Learning On 3-D Craniofacial Scans. 4185-4194 - Zhaohong Sun
Towards Predictive Analysis on Disease Progression: A Variational Hawkes Process Model. 4195-4206 - Joseph Agor
Prediction of Sepsis Related Mortality: An Optimization Approach. 4207-4216 - Arash Atrsaei
Toward a Remote Assessment of Walking Bout and Speed: Application in Patients With Multiple Sclerosis. 4217-4228 - Yueyue Shen, Youhua Zhang, Wei Xue, Zhenyu Yue
dbMCS: A Database for Exploring the Mutation Markers of Anti-Cancer Drug Sensitivity. 4229-4237
Volume 25, Number 12, December 2021
- Antonio Celesti
Guest Editorial Enabling Technologies for Next Generation Telehealthcare. 4240-4242 - Nicole Dalia Cilia, Tiziana D'Alessandro
From Online Handwriting to Synthetic Images for Alzheimer's Disease Detection Using a Deep Transfer Learning Approach. 4243-4254 - Ethan Grooby
Neonatal Heart and Lung Sound Quality Assessment for Robust Heart and Breathing Rate Estimation for Telehealth Applications. 4255-4266 - Muhammad Attique Khan
Multi-Class Skin Lesion Detection and Classification via Teledermatology. 4267-4275 - Gbouna Vincent Zakka
User-Interactive Robot Skin With Large-Area Scalability for Safer and Natural Human-Robot Collaboration in Future Telehealthcare. 4276-4288 - Rui Wang
Depression Analysis and Recognition Based on Functional Near-Infrared Spectroscopy. 4289-4299 - Marco Zanet, Edoardo Maria Polo, Marta Lenatti
Evaluation of a Novel Speech-in-Noise Test for Hearing Screening: Classification Performance and Transducers' Characteristics. 4300-4307 - Christopher Bondy
Evaluating Technology-Mediated Collaborative Workflows for Telehealth. 4308-4316 - Aknur Karabay
A Vaccination Simulator for COVID-19: Effective and Sterilizing Immunization Cases. 4317-4327 - Pratik Bhowal
Choquet Integral and Coalition Game-Based Ensemble of Deep Learning Models for COVID-19 Screening From Chest X-Ray Images. 4328-4339 - Sergio Martínez-Agüero
Data and Network Analytics for COVID-19 ICU Patients: A Case Study for a Spanish Hospital. 4340-4353
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