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William Speier
Bill Speier
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2020 – today
- 2024
- [j20]Ashwath Radhachandran
, Adam Kinzel, Joseph Chen, Vivek Sant
A multitask approach for automated detection and segmentation of thyroid nodules in ultrasound images. Comput. Biol. Medicine 170: 107974 (2024) - [c26]Ekaterina Redekop, Mara Pleasure, Zichen Wang, Karthik V. Sarma, Adam Kinnaird, William Speier, Corey W. Arnold:
Codebook VQ-VAE Approach for Prostate Cancer Diagnosis using Multiparametric MRI. CVPR Workshops 2024: 2365-2372 - [c25]Tianze Ma, Ben Falkenburg, William Speier
Incorporating flash adjacency into the classifier for a language model-based P300 Speller. ICHMS 2024: 1-8 - [c24]Ashwath Radhachandran, Alekhya Vittalam, Vedrana Ivezic, Vivek Sant, Shreeram Athreya, Chace Moleta, Maitraya Patel, Rinat Masamed, Corey Arnold, William Speier:
ThyGraph: A Graph-Based Approach for Thyroid Nodule Diagnosis from Ultrasound Studies. MICCAI (4) 2024: 753-763 - [i15]Nithin Parthasarathy, James Soetedjo, Saarang Panchavati, Nitya Parthasarathy, Corey W. Arnold, Nader Pouratian, William Speier
High Performance P300 Spellers Using GPT2 Word Prediction With Cross-Subject Training. CoRR abs/2405.13329 (2024) - [i14]Ekaterina Redekop, Mara Pleasure, Zichen Wang, Anthony Sisk, Yang Zong, Kimberly Flores, William Speier, Corey W. Arnold:
Digital Volumetric Biopsy Cores Improve Gleason Grading of Prostate Cancer Using Deep Learning. CoRR abs/2409.08331 (2024) - [i13]Shreeram Athreya, Andrew Melehy, Sujit Silas Armstrong Suthahar, Vedrana Ivezic, Ashwath Radhachandran, Vivek Sant, Chace Moleta, Henry Zheng, Maitraya Patel, Rinat Masamed, Corey W. Arnold, William Speier:
Reducing Overtreatment of Indeterminate Thyroid Nodules Using a Multimodal Deep Learning Model. CoRR abs/2409.19171 (2024) - 2023
- [j19]Chao Chen
Synthesizing MR Image Contrast Enhancement Using 3D High-Resolution ConvNets. IEEE Trans. Biomed. Eng. 70(2): 401-412 (2023) - [c23]Saarang Panchavati, Samuel Vander Dussen, Hemal Semwal, Ahmed Ali, Justin Chen
Pretrained Transformers for Seizure Detection. ICASSP 2023: 1-2 - [c22]Mara Pleasure, Ekaterina Redekop, Jennifer S. Polson, Haoyue Zhang, Naoki Kaneko, William Speier
Pathology-Based Ischemic Stroke Etiology Classification via Clot Composition Guided Multiple Instance Learning. ICCV (Workshops) 2023: 2666-2675 - [c21]Zichen Wang, Mara Pleasure, Haoyue Zhang, Kimberly Flores, Anthony Sisk, William Speier
Deep Learning for Tumor-Associated Stroma Identification in Prostate Histopathology Slides. MICCAI (6) 2023: 642-651 - [i12]Haoyue Zhang, Jennifer S. Polson, Eric J. Yang, Kambiz Nael, William Speier
Predicting Thrombectomy Recanalization from CT Imaging Using Deep Learning Models. CoRR abs/2302.04143 (2023) - [i11]Shreeram Athreya, Ashwath Radhachandran, Vedrana Ivezic, Vivek Sant, Corey W. Arnold, William Speier
Ultrasound Image Enhancement using CycleGAN and Perceptual Loss. CoRR abs/2312.11748 (2023) - 2022
- [j18]Wenyuan Li, Jiayun Li, Jennifer Polson, Zichen Wang, William Speier
High resolution histopathology image generation and segmentation through adversarial training. Medical Image Anal. 75: 102251 (2022) - [j17]Chao Chen
Attention-Guided Discriminative Region Localization and Label Distribution Learning for Bone Age Assessment. IEEE J. Biomed. Health Informatics 26(3): 1208-1218 (2022) - [j16]Wenyuan Li
PathAL: An Active Learning Framework for Histopathology Image Analysis. IEEE Trans. Medical Imaging 41(5): 1176-1187 (2022) - [c20]Patrick Liu, Saarang Panchavati, Mara Pleasure, Nathan Siu
MobileNetV2 Based Diagnosis and Grading of Limbal Stem Cell Deficiency. BIBE 2022: 174-179 - [c19]Kaiyang Victor Cheng, Han Jie Shawn Liu, Brianna Sun, Selina Wu, William Speier
Fully Automated Approaches for Localization of Intraoperative Electrocorticographic Electrodes. MetroXRAINE 2022: 410-415 - [c18]Ekaterina Redekop, Karthik V. Sarma, Adam Kinnaird, Anthony Sisk, Steven S. Raman, Leonard S. Marks, William Speier, Corey W. Arnold:
Attention-Guided Prostate Lesion Localization and Grade Group Classification with Multiple Instance Learning. MIDL 2022: 975-987 - [i10]Ricky K. Taira, Anders O. Garlid, William Speier
Design considerations for a hierarchical semantic compositional framework for medical natural language understanding. CoRR abs/2204.02067 (2022) - 2021
- [j15]Jiayun Li
A multi-resolution model for histopathology image classification and localization with multiple instance learning. Comput. Biol. Medicine 131: 104253 (2021) - [j14]Haoyue Zhang
Intra-domain task-adaptive transfer learning to determine acute ischemic stroke onset time. Comput. Medical Imaging Graph. 90: 101926 (2021) - [j13]Karthik V. Sarma
Federated learning improves site performance in multicenter deep learning without data sharing. J. Am. Medical Informatics Assoc. 28(6): 1259-1264 (2021) - [j12]Yiwen Meng
HCET: Hierarchical Clinical Embedding With Topic Modeling on Electronic Health Records for Predicting Future Depression. IEEE J. Biomed. Health Informatics 25(4): 1265-1272 (2021) - [j11]Yiwen Meng
Bidirectional Representation Learning From Transformers Using Multimodal Electronic Health Record Data to Predict Depression. IEEE J. Biomed. Health Informatics 25(8): 3121-3129 (2021) - [c17]Haoyue Zhang
A Machine Learning Approach to Predict Acute Ischemic Stroke Thrombectomy Reperfusion using Discriminative MR Image Features. BHI 2021: 1-4 - [c16]Nathan Siu
Automatic Estimation of Limbal Stem Cell Densities in Cultured Epithelial Cell Microscopy Imaging. BIBE 2021: 1-6 - [c15]Jennifer Polson, Haoyue Zhang
A Semi-Supervised Learning Framework to Leverage Proxy Information for Stroke MRI Analysis. EMBC 2021: 2258-2261 - [c14]Zichen Wang, Jiayun Li, Zhufeng Pan, Wenyuan Li, Anthony E. Sisk, Huihui Ye, William Speier
Hierarchical Graph Pathomic Network for Progression Free Survival Prediction. MICCAI (8) 2021: 227-237 - [i9]Chao Chen, Catalina Raymond, Bill Speier, Xinyu Jin, Timothy F. Cloughesy, Dieter R. Enzmann, Benjamin M. Ellingson, Corey W. Arnold:
Synthesizing MR Image Contrast Enhancement Using 3D High-resolution ConvNets. CoRR abs/2104.01592 (2021) - 2020
- [j10]Wenyuan Li
Semi-supervised learning using adversarial training with good and bad samples. Mach. Vis. Appl. 31(6): 49 (2020) - [j9]Yiwen Meng
A Machine Learning Approach to Classifying Self-Reported Health Status in a Cohort of Patients With Heart Disease Using Activity Tracker Data. IEEE J. Biomed. Health Informatics 24(3): 878-884 (2020) - [c13]James Soetedjo, Osita Sean Keluo-Udeke, Corey W. Arnold, Nader Pouratian, William Speier
Maintaining High Accuracy General P300 Speller Using the Language Modeling and Dynamic Stopping. BIBE 2020: 365-368 - [c12]Nithin Parthasarathy, Corey W. Arnold, Nader Pouratian, William Speier
Optimizing P300 speller performance using language models for character and word prediction. BIBE 2020: 807-812 - [i8]Chao Chen, Zhihong Chen, Xinyu Jin, Lanjuan Li, William Speier, Corey W. Arnold:
Attention-Guided Discriminative Region Localization for Bone Age Assessment. CoRR abs/2006.00202 (2020) - [i7]Yiwen Meng, William Speier, Michael K. Ong
Bidirectional Representation Learning from Transformers using Multimodal Electronic Health Record Data for Chronic to Predict Depression. CoRR abs/2009.12656 (2020) - [i6]Jiayun Li, Wenyuan Li, Anthony E. Sisk, Huihui Ye, W. Dean Wallace, William Speier, Corey W. Arnold:
A Multi-resolution Model for Histopathology Image Classification and Localization with Multiple Instance Learning. CoRR abs/2011.02679 (2020) - [i5]Haoyue Zhang, Jennifer S. Polson, Kambiz Nael, Noriko Salamon, Bryan Yoo, Suzie El-Saden, Fabien Scalzo, William Speier, Corey W. Arnold:
Intra-Domain Task-Adaptive Transfer Learning to Determine Acute Ischemic Stroke Onset Time. CoRR abs/2011.03350 (2020)
2010 – 2019
- 2019
- [j8]Panayiotis Petousis
Using Sequential Decision Making to Improve Lung Cancer Screening Performance. IEEE Access 7: 119403-119419 (2019) - [j7]Chrisandra Shufelt
A protocol integrating remote patient monitoring patient reported outcomes and cardiovascular biomarkers. npj Digit. Medicine 2 (2019) - [j6]King Chung Ho
A Machine Learning Approach for Classifying Ischemic Stroke Onset Time From Imaging. IEEE Trans. Medical Imaging 38(7): 1666-1676 (2019) - [c11]Wenyuan Li, Zichen Wang, Jiayun Li, Jennifer Polson, William Speier, Corey W. Arnold:
Semi-supervised learning based on generative adversarial network: a comparison between good GAN and bad GAN approach. CVPR Workshops 2019 - [c10]William Speier, Corey W. Arnold, Nand Chandravadia, Dustin Roberts, Shrita Pendekanti, Andrew Marttini, Nader Pouratian:
A Self-Paced P300 speller with Improved Typing Speed using continuous stimulus Presentations. GBCIC 2019 - [c9]Janaki Sheth
Identifying Input Features for Development of Real-Time Translation of Neural Signals to Text. INTERSPEECH 2019: 869-873 - [c8]Yannan Yu, Bhargav Parsi, William Speier
LSTM Network for Prediction of Hemorrhagic Transformation in Acute Stroke. MICCAI (4) 2019: 177-185 - [i4]Wenyuan Li, Zichen Wang, Jiayun Li
Semi-supervised learning based on generative adversarial network: a comparison between good GAN and bad GAN approach. CoRR abs/1905.06484 (2019) - [i3]Jiayun Li
An attention-based multi-resolution model for prostate whole slide imageclassification and localization. CoRR abs/1905.13208 (2019) - [i2]Janaki Sheth, Ariel Tankus, Michelle Tran, Nader Pouratian, Itzhak Fried, William Speier:
Translating neural signals to text using a Brain-Machine Interface. CoRR abs/1907.04265 (2019) - [i1]Wenyuan Li, Zichen Wang, Yuguang Yue, Jiayun Li, William Speier, Mingyuan Zhou, Corey W. Arnold:
Semi-supervised Learning using Adversarial Training with Good and Bad Samples. CoRR abs/1910.08540 (2019) - 2018
- [j5]Jiayun Li
An EM-based semi-supervised deep learning approach for semantic segmentation of histopathological images from radical prostatectomies. Comput. Medical Imaging Graph. 69: 125-133 (2018) - [j4]William Speier
Evaluating utility and compliance in a patient-based eHealth study using continuous-time heart rate and activity trackers. J. Am. Medical Informatics Assoc. 25(10): 1386-1391 (2018) - [c7]Yiwen Meng, William Speier, Eldin Dzubur, Brennan M. R. Spiegel, Corey W. Arnold:
Predicting Patient Health Status using Activity Tracker Data. AMIA 2018 - 2017
- [c6]King Chung Ho, William Speier, Suzie M. El-Saden, Corey W. Arnold:
Classifying Acute Ischemic Stroke Onset Time using Deep Imaging Features. AMIA 2017 - 2016
- [j3]Corey W. Arnold, Andrea Oh, Shawn Chen, William Speier
Evaluating topic model interpretability from a primary care physician perspective. Comput. Methods Programs Biomed. 124: 67-75 (2016) - [j2]William Speier
Using phrases and document metadata to improve topic modeling of clinical reports. J. Biomed. Informatics 61: 260-266 (2016) - 2015
- [b1]William Speier:
Toward real-time communication using brain-computer interface systems. University of California, Los Angeles, USA, 2015 - 2014
- [c5]King Chung Ho, William Speier, Suzie El-Saden, David S. Liebeskind, Jeffrey L. Saver, Alex A. T. Bui, Corey W. Arnold:
Predicting Discharge Mortality after Acute Ischemic Stroke Using Balanced Data. AMIA 2014 - [c4]Kyle Singleton, William Speier, Alex A. T. Bui, William Hsu:
Motivating the Additional Use of External Validity: Examining Transportability in a Model of Glioblastoma Multiforme. AMIA 2014 - 2012
- [j1]William Speier
Updating annotations with the distributed annotation system and the automated sequence annotation pipeline. Bioinform. 28(21): 2858-2859 (2012) - [c3]William Hsu, William Speier, Ricky K. Taira:
Automated Extraction of Reported Statistical Analyses: Towards a Logical Representation of Clinical Trial Literature. AMIA 2012 - [c2]Corey W. Arnold, William Speier
A topic model of clinical reports. SIGIR 2012: 1031-1032 - 2011
- [c1]William Speier
Robust Skull Stripping of Clinical Glioblastoma Multiforme Data. MICCAI (3) 2011: 659-666
Coauthor Index
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last updated on 2024-10-31 20:16 CET by the dblp team
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