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ICMHI 2023: Kyoto, Japan
- The 7th International Conference on Medical and Health Informatics, ICMHI 2023, Kyoto, Japan, May 12-14, 2023. ACM 2023
Session 1- Biomedical Data Processing and Computer-Aided Diagnosis
- Watcharakorn Choomueang
, Chonlawit Withoonchatri
CCVNet: COVID-19 Detection in Chest X-ray Imaging based on Convolutional Neural Network. 1-5 - Hilya Tsaniya
Comparison of sampling methods for handling imbalance data in deep learning-based predictions of chest X-ray abnormality tags. 6-10 - Ai-Hsien Adams Li
A deep learning approach to Lung Nodule Growth Prediction using CT image combined with Demographic and image features. 11-18 - Roberto C. Sotero
Examining the Impact of fMRI Preprocessing Steps on Machine Learning-Based Classification of Autism Spectrum Disorder. 19-24 - Yuan Ma
Reliabilities of Eye Fixations for Assessing Short-term Memory on Forward Span Tasks. 25-28 - Ya-Han Hu
The Impact of Feature Normalization on Different Feature Types of Medical Datasets. 29-33
Session 2- Bioinformatics and Machine Learning Models for Disease Prediction
- Lan-Ying Huang
Comparing the prediction performance of machine learning and deep learning methods for 3c-like protease cleavage sites. 34-38 - Yun-Chi Hsu
Brain Functional Network Topology and Seed-based Connectivity Alterations in Idiopathic Generalized Epilepsy Patients: An fMRI Study. 39-43 - Tom Henry Waddell
The impact of projected increases in obesity prevalence on incident liver disease in the UK: Insights from Bayesian-network modelling. 44-48 - Edric Castel Hao
Obesity Prediction using Bayesian Optimized Gradient Boosted Trees. 49-54 - Denisa Qori McDonald
Predicting Autism from Head Movement Patterns during Naturalistic Social Interactions. 55-60 - Dilnoza Alimova
Prediction of Diastolic dysfunction in patients with cardiovascular Diseases and Type 2 Diabetes with respect to CoViD-19 in Anamnesis using Artificial Intelligence. 61-65 - Tatsuya Nishizawa
Ante- and Post-Hoc Explanations for Prediction Models of Cisplatin-Induced Acute Kidney Injury: A Comparative Study. 66-71 - Yu-Ju Lin
Predicting pain severity category by vital signs in hospice ward: An application of Palliative Care Outcomes Collaboration (PCOC) Pain scale measurement. 72-76 - Zilu Liang
Multiscale Attention Entropy (MSAE) of Overnight Pulse Oximetry for Assessing Sleep Apnea. 77-80 - Chih-Fong Tsai
A Novel Prediction Approach for Effective Medical Data Mining. 81-84
Session 3- Electronic Medical Record Data Analysis and Clinical Information Management
- Yangqiang Lin
A Predictive Model for Clinical Health Risk Using Multimodal Electronic Health Record Data. 85-90 - Ankur Agrawal
Quality Assurance of SNOMED CT using Lexical Similarity and Sibling Relationships. 91-97 - Tzu-Ying Chen
Understanding the Clinical Context of Medication Change Events in Clinical Narratives using Pre-trained Clinical Language Models. 98-103 - Hsiao-Ying Lu
A Study of Healthcare Team Communication Networks using Visual Analytics. 104-111
Session 4- Intelligent Medical Services and Information Security
- Yu-Jie Jessica Kuo
Implement Seven Patient-Oriented Data Security Metrics using Unclonable Health Insurance Cards. 112-117 - Chin-Feng Lee
Healthcare Material Review with Online Chatbot and Care-receiver Sentiment Analysis Information System. 118-122 - Ching-Nung Yang
Ensuring FHIR Authentication and Data Integrity by Smart Contract and Blockchain Enabled NFT. 123-128 - Tian-Fu Lee
Security Enhancement of Authentication Scheme for Smart Healthcare Services. 129-135 - Daniel Schlör
Optimizing Medical Service Request Processes through Language Modeling and Semantic Search. 136-141 - Sean Mchale
Using Decentralized Identifiers and InterPlanetary File System to Create a Recoverable Rare Disease Patient Identity Framework. 142-149 - Josue Yuan Xie
Avoiding the impact of "Filter Bubbles" - Take "Internet Doctor" as example. 150-154
Session 5- Clinical Data Analysis and Mathematical Models for Hospital Management
- Antonio D'Amore
Predicting Length of Stay in Colorectal Cancer Patients: A Monocentric Study in Italy. 155-158 - Mouhamadou Moustapha Mbaye
A new machine learning workflow to create an optimal waiting list in hospitals. 159-163 - Marta Rosaria Marino
Machine learning algorithms to study the hospitalization after cesarean section: a multicenter analysis. 164-168 - Jaehoon Byun
Improving Interpretable Models based on Knowledge Distillation for ICU Mortality Prediction using Electronic Health Record. 169-175 - Emma Montella
Implementation of a regression model to study the hospital stay of patients undergoing Laparoscopic Appendectomy: a multicenter study. 176-181 - Alfian Nur Rosyid
Chest X-Ray using Brixia and Fractional Inspiratory Oxygen as Severity and Mortality predictor of COVID-19. 182-187 - Antonio D'Amore
Predicting Post-Operative Length of Stay after Robotic Urologic Surgery from Hospital Stay Characteristics: A Monocentric Study. 188-191 - Pei-Yu Dai
Agitation Sedation Monitoring System for Intensive Care Unit Based on Ensemble Learning Model. 192-197 - Marta Rosaria Marino
Study of hospitalization for retinal surgery using classification algorithms. 198-202
Session 6- Healthcare Information Systems, Mobile Health Apps, and Telemedicine
- Christoph Aigner
Nutrition Garden - A gamified mobile app for motivating people to eat specific food to prevent non-communicable diseases. 203-207 - Shun Furusawa
Visualization Methods to Support the Medical Treatment of the Problematic Use of Smartphones. 208-215 - Jean Marie Tshimula
Redesigning Electronic Health Record Systems to Support Developing Countries. 216-221 - Utpal Chandra Das
Stroke Home Rehabilitation Approach Using Mobile Application Based on PostNet Machine Learning Model. 222-228 - Chen Liu
Online health consultation: A systematic review for future research directions. 229-234 - Daniel Chriswinanto Adityo Nugroho
Prescribing Decision Support System for Patient Safety and to Prevent Fraud and Overspending in Indonesian National Health Insurance. 235-238 - Christoph Aigner
BreathIn - A Serious Game to Support Patients with Smoking Cessation: Analysis and design study for a mobile serious game to help patients quit smoking. 239-244 - Nuraini Naim
PKRC MAEPS 2.0: Malaysia's experience in setting up a web-based EMR in an emergency makeshift medical facility during the COVID-19 pandemic. 245-250
Session 7- Medical Imaging and Biomedical Image Processing
- Muhammad Salman Khan
TransUNet-Lite: A Robust Approach to Cell Nuclei Segmentation. 251-258 - Xiang Li
A New Residual Network for Pneumonia Image Analysis and Auxiliary Diagnosis. 259-264 - Yi-Kit Chan
Chest X-ray image segmentation using modified U-Net3+ for diagnosis of acute respiratory distress syndrome. 265-269 - Napat Ritlumlert
Using CT image-based biomarkers to improve the prediction of hypothyroidism after nasopharyngeal radiotherapy: a preliminary result. 270-273 - Wen-Jun Zhang
A New Double-chain Structure Network to Analysis and Assist Diagnosis for COVID-Image. 274-279 - Tanzilal Mustaqim
Identification of Acute Lymphoblastic Leukemia Subtypes on a Microscopic Image of Multicellular Blood Using Object Detection Model with Swin Transformer. 280-286 - Chin-Feng Lee
A Novel Reversible Data Hiding Method with Contrast Enhancement for Color Medical Images. 287-292 - Shu-Tien Huang
Developing a Deep Learning Model Using Transfer Learning from EfficientNet-b3 to Detect Knee Fracture on X-ray Images. 293-296 - Chih-Hung Jen
Using the Concept of Generative Adversarial Network (GAN) to Strengthen the Classification Performance for X-ray Images of Small Samples. 297-302
Session 8- AI and Information Technology for Hospital Management
- Peixin He
Exploring the lmpacts of Al Technologies on Medical lnstitutions with Knowledge Graphs. 303-309 - Sabine Hartmann
Opportunities and Challenges of Building Information Modeling in Hospital Construction. 310-315 - Tim McNabb
Occupation versus Utilisation of Clinical Spaces Using Internet of Things Devices: Are Consult Rooms Well Utilised? 316-321 - Tsung-Hung Lin
Cybersecurity of Smart Grid for Health Facilities with Wi-SUN Architecture. 322-325
Session 9- Applied Statistical Analysis and Applied Computing in Public Health Management
- Xiaoyan Feng
Influence of early skin-to-skin contact on mother-infant relationship -a qualitative study based on Nvivo12 software analysis. 326-331 - Huijuan Cheng
Effect of Childhood Trauma on PTSD and PTG among College Students: The Mediating Role of Attachment. 332-336 - Dimitrios Chantes
Comparing Countries On COVID-19 Government Measures. 337-342 - Shu-Fen Tseng
The attitude toward AI and the adoption of wearable health technology. 343-346 - Patchariya Khunjan
Motor ability, activity of daily living and correlation with ischemic stroke: A cross- sectional study in Southern Thailand. 347-352 - Hongyu Tan
Influence of Stressors on Adolescent Behavioral Problems: the Mediating effect of Psychological Resilience. 353-358 - Nuno Araújo
Prioritize Health Care in the Context of the Pandemic. 359-364 - Dilruba Izguden
Attitudes towards the Covid-19 Vaccine among Healthcare Workers in Asia: A Cross-Sectional Multi-Country Comparison. 365-371
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