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ICMHI 2021: Kyoto, Japan
- ICMHI 2021: 5th International Conference on Medical and Health Informatics, Kyoto, Japan, May 14-16, 2021. ACM 2021, ISBN 978-1-4503-8984-6
Session 1 - Machine Learning and Mathematical Modeling in Biomedicine
- Hamman Samuel, Osmar Zaïane, François Bolduc:
Evaluation of Applied Machine Learning for Health Misinformation Detection via Survey of Medical Professionals on Controversial Topics in Pediatrics. 1-6 - Duc-Khanh Nguyen
, Chien-Lung Chan, Ai-Hsien Adams Li, Dinh-Van Phan:
Deep Stacked Generalization Ensemble Learning models in early diagnosis of Depression illness from wearable devices data. 7-12 - Arianna Scala, Ilaria Loperto, Rosa Carrano
Assessment of proteinuria level in nephrology patients using a machine learning approach. 13-16 - Yi Xin Zhao, Han Yuan
Prediction of Adverse Drug Reaction using Machine Learning and Deep Learning Based on an Imbalanced Electronic Medical Records Dataset. 17-21 - Raoul D'Alessio, Alberto Laino, Teresa Angela Trunfio
A Machine Learning approach to study soft-tissue facial characteristics as indicators of woman attractiveness. 22-25 - Raoul D'Alessio, Alberto Laino, Teresa Angela Trunfio
Measure and comparison of facial attractiveness indices through photogrammetry and statistical analysis. 26-31 - Mustafa Ghaderzadeh
Management of Covid-19 Detection Using Artificial Intelligence in 2020 Pandemic. 32-38 - Ylenia Colella, Arianna Scala, Chiara De Lauri, Francesco Bruno, Giuseppe Cesarelli
Studying variables affecting the length of stay in patients with lower limb fractures by means of Machine Learning. 39-43 - Zachary Samson Pangan
FASSSTrace: Embedding Micro and Macro Social Network Analysis in Modeling Contact Tracing during the Early Stages of the Pandemic. 44-49 - Teresa Angela Trunfio
Application of the Lean Six Sigma approach to the study of the LOS of patients who undergo laparoscopic cholecystectomy at the San Giovanni di Dio and Ruggi d'Aragona University Hospital. 50-54 - Samuele Marinello, Antonio Maria Coruzzolo
Improvement of the clinical-care pathway of inguinal hernia surgery: a mathematical model for implementing a feasibility study. 55-62 - Teresa Angela Trunfio
A comparison of different regression and classification methods for predicting the length of hospital stay after cesarean sections. 63-67 - Arianna Scala, Teresa Angela Trunfio
Modelling the hospital length of stay for patients undergoing laparoscopic cholecystectomy through a multiple regression model. 68-72 - Wanrunya Chaichanyut, Montree Chaichanyut:
Finite Element Analysis on Porous Media: Geometric Monopole Antenna Shapes Affect Liver Tumor Microwave Ablation. 73-77 - Arianna Scala, Ilaria Loperto, Lucia Rossano, Giuseppe Cesarelli
Multiple Regression and Machine Learning to investigate factors influencing the length of hospital stay after valvuloplasty. 78-81
Session 2 - Clinical Medicine and Public Health
- Qiushi Fan
Medical Nutrition Therapy for Adult Patients receiving Extracorporeal Membrane Oxygenation. 82-88 - Kotaro Sakamoto, Keiichi Morikuni, Tetsuya Sakurai, Sumire Matsumoto, Kaspar Vogt:
Online Spectral Classification for Long-Term Spike Sorting. 89-97 - Ming-Chun Tsai, Tsu-Wang Shen, Ting-Ku Ou, Tian-Fu Lee:
Measurement Oxygen Saturation Based on Amplitude of Single Wavelength of Photoacoustic Signal from Finger Tips: This establishes the formula to map features of photoacoustic (PA) signals/images with oxygen saturation directly. 98-102 - Irma Trujillo
Characterization of the Mother-child Vertical Transmission of COVID-19 Associated with the Innocuous Effect of Breast Milk. 103-107 - Kuo-Kuang Huang, Mu-Chen Lee:
The Linkage Study on the Effect of Anti-Illness Spread and Perception Gaps between Government Policy Transmit and Poor People's Perception in Uganda. 108-115 - Adam Ronny Linoby, Alif Nazrin Jumar, Safwanudin Ahmad Nordin, Sharifah Maimunah Mud Puad:
Moderately Boiled Garlic Consumption Reduced Blood Pressure of Prehypertensive Adults in 5 days. 116-121 - Tingting Xu:
Cancer Immunotherapy: Emerging Topics and Future Perspectives: This article aims to present major types of cancer immunotherapy, how they are applied, and the future perspectives of this field. 122-128
Session 3 - Smart Healthcare and Health Information Technology
- Craig Nuttall, Chia-Chi Teng:
Design and Implementation of a Low Cost, Open Access Digital Stethoscope for Social Distanced Medical Care and Tele Auscultation: Stethogram. 129-133 - Omsri Kumar Aeddula, Johan Flyborg, Tobias Larsson, Peter Anderberg, Johan Sanmartin Berglund, Stefan Renvert:
A Solution with Bluetooth Low Energy Technology to Support Oral HealthCare Decisions for Improving Oral Hygiene. 134-139 - Ehsan Bitaraf
Novel Health Insurance Eligibility Service (HIES) Model. 140-144 - Rawan Alahmadi, Shoroog Almimony, Rahaf Bahakeem, Amany Alnahdi:
Health Records Retrieval System: A Web-Service Approach. 145-149 - Luis Costa, José Carneiro, Marta Temporao:
Designing an App for Nursing Homes to clinical users. 150-157 - Alicia Kim:
The Capabilities and Future Use of Facial Recognition Software on the Raspberry Pi - Exploratory System for Adolescent Mental Health Screening. 158-163 - Chuan-Gang Liu, Ya-Ming Shiue, Meng-Yao Wu:
Constructing a secure Pharmaceutical Care System for the Elderly with a mutual authentication protection. 164-167 - Chawis Boonmee
Decision Support System for Radiotherapy Patient Scheduling: Thai Cancer Center Case Study. 168-175 - Lukasz Grzegorz Broda, Taiwo Oseni
The Design of a Smartbrush Oral Health Installation for Aged Care Centres in Australia. 176-180 - Yu-Jie Jessica Kuo, Jiann-Cherng Shieh:
An Access Authentication Scheme of a Copyright Privacy Protection without Key Agreement using PUF Healthcare Cards. 181-186 - Tian-Fu Lee, Yu-Hsiang Wang, Wei-Jie Huang, Chun-Wei Hsu, Tsung-Hung Lin:
A Secure and Efficient Access Control Scheme Based on PUF for Health Information Systems. 187-191 - Winai Chonnaparamutt, Witsarut Supsi, Worapong Narongwongwathana:
The Development of Biofeedback Robot for Hand Exercise with Tele-Supervision Systems. 192-198 - João Pedro Barros
mHealth in End Stage Renal Disease Self-management: A Usability study. 199-204
Session 4 - Health Education Informatization and Psychology
- Yu-Chiung Hsu, Ya-Ming Shiue, Chuan-Gang Liu:
Evaluation of the effects of a virtual reality game for anti-drug awareness and prevention in Taiwan. 205-208 - Sarah Kharbach, Abdulla K. Al-Ali, Omar Aboumarzouk, Julien Abinahed, Abdulla Al-Ansari, Georges Younes:
Content Validity and User Satisfaction Evaluation of Visualization Training Tool for Surgeons for Urethral Dissection during Robot-Assisted Radical Prostatectomy. 209-214 - Tian Wang, Lin Guo, Masooda N. Bashir
Assessing Individual Differences in Coping Mechanisms during the COVID-19 Pandemic. 215-219 - Suqun Liao, Tong Wu, Kangwei Zheng, Yiran Gao:
The Influence of State Anxiety on the Generalization of Conditioned Fear in Prisoners. 220-224 - Federico Cabitza, Andrea Campagner
Assessing the impact of medical AI: a survey of physicians' perceptions. 225-231 - Chi-Feng Lo, Hsu-Ju Teng:
The moderating effects of peer learning and intergenerational learning between innovation resistance and usage intention. 232-238
Session 5 - Health Statistics and Applied Statistics
- Alice John Emaimo, John Emaimo:
The Contemporary Issues in Medico-Social, Sanitary Protection of Mother and Child; Health Care Facilities, Awareness and Management of Primary Health Care Services in Nigeria. 239-248 - Kecheng Lai, Yuqi Liu, Qikun He, Ming Yi, Tsutomu Fujinami:
Saliva Secretion as Indicator of Appetite. 249-253 - Mauricio Gregorio Mamani, Mario Bernabe Chauca, Edward Filomeno Huamani, Susy Del Pilar Sipan:
Retrospective Analysis of Multidrug-resistant Pulmonary Tuberculosis Associated with Risk Factors in a Marginal Urban District. 254-258 - Kecheng Lai, Tsutomu Fujinami:
A Comparative Study on the Expectation of Active Seniors in Nursing Care between Japan and China. 259-264 - Vanessa Mancha, Melina I. Chumpitaz, Mercedes L. Ferrer, Piedad Herrera, Zora A. Riojas, Ruth M. Ponce:
Characterization of the Weight Loss in Term Neonates Associated with the Maternal-neonatal Factor during Their Stay in a Public Hospital. 265-269 - Vanessa Mancha, Arcelia Rojas, Percy Balabarca, Lucio Ferrer, Mercedes L. Ferrer:
Bivariate Analysis of Leadership and Organizational Climate in Pandemic Times. 270-274 - Yongming Chen, Xingquan Xie:
The New Rural Cooperative Medical Scheme and Self-rated Health of Older People. 275-281
Session 6 - Biomedical Data Processing and Big Data Analysis for Healthcare
- Jhen-Li Huang, Yu-Chun Yen, Vaibhav Kumar Sunkaria, Tun-Wen Pai:
Comorbidity Trajectory Network in Heart Failure Patients Based on Prefixspan Algorithm. 282-287 - Samantha Katcher, Josephine Lyons, Mia Price, Thilanka Munasinghe:
Development of a Rapid Prototyping COVID-19 Geographic Information System and the Influence of Testing Centers on Data Visualization. 288-295 - Mattia Prosperi, Shantanu Ghosh
Causal AI with Real World Data: Do Statins Protect from Alzheimer's Disease Onset? 296-303 - Abdul Mateen Rajput, Ana Gronke, Wibke Johannis:
Semi-automated approach to validate and enrich LOINC codes by FHIR Server. 304-307 - Madison L. Chamberlain, Thilanka Munasinghe:
Personality Trait Analysis in Psychoactive Drug Abusers. 308-315 - Carlos Montenegro, Rolando Armas, Andrés Larco, Cesar Yanez:
A Data Analytics Strategy to Identify mHealth Apps Quality Improvements. A Case Study. 316-321 - Chen Liu, William Yu Chung Wang, Gohar Khan:
Matching the Medical Demand in the Context of Online Medical Consultation Data. 322-326 - Anuradha Madurapperumage, William Yu Chung Wang, Michael Mayo:
A Systematic Review on Extracting Predictors for Forecasting Complications of Diabetes Mellitus. 327-330
Session 7 - Biomedical Image Processing
- Hsueh-Yi Lu, Cheng-Hsien Tsai, Zhih-Shan Lin:
Using Convolution Neural Network and Sonographic Images to Construct a Predictive Model for Renal Disorders Severity in Children with Urinary Tract Infection. 331-337 - Dun-Hao Chang, Po-Jui Chu, Yi-Jhen Li, Chun-Kai Ning, Ting-Ying Chien:
A Clinical Decision Support System of Pressure Ulcers Tissue Classification. 338-343 - Tyas Farrah Dhiba, Hsi-Chieh Lee
Finding an Efficient Image Size for Covid-19 Diagnosis using Chest X-Ray Images. 344-347
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