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ORCIDICMHI 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, Paramaporn Janwong, Vera Sa-Ing:
CCVNet: COVID-19 Detection in Chest X-ray Imaging based on Convolutional Neural Network. 1-5 - Hilya Tsaniya, Chastine Fatichah, Nanik Suciati:
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, Duc-Khanh Nguyen, Yen-Jun Lai, Ting-Ying Chien, Yen-Ling Chiu, Chien-Lung Chan, Pan-Chyr Yang:
A deep learning approach to Lung Nodule Growth Prediction using CT image combined with Demographic and image features. 11-18 - Roberto C. Sotero, Jose Miguel Sanchez Bornot, Iman Shaharabi-Farahani, Yasser Iturria-Medina:
Examining the Impact of fMRI Preprocessing Steps on Machine Learning-Based Classification of Autism Spectrum Disorder. 19-24 - Yuan Ma, Ning Hu, Hideaki Kanai, Tsutomu Fujinami:
Reliabilities of Eye Fixations for Assessing Short-term Memory on Forward Span Tasks. 25-28 - Ya-Han Hu, Kang Ernest Liu, Chih-Fong Tsai:
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, Chi-Wei Chen, Kai-Po Chang, Yen-Wei Chu:
Comparing the prediction performance of machine learning and deep learning methods for 3c-like protease cleavage sites. 34-38 - Yun-Chi Hsu, Siew-Na Lim, Yi-Ping Chao:
Brain Functional Network Topology and Seed-based Connectivity Alterations in Idiopathic Generalized Epilepsy Patients: An fMRI Study. 39-43 - Tom Henry Waddell, Ana I. L. Namburete, Paul Duckworth, Dan Cuthbertson, Celeste Mccracken, Michael Brady:
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, Madelein Villegas, Dino Dominic F. Ligutan, Jose Martin Maningo:
Obesity Prediction using Bayesian Optimized Gradient Boosted Trees. 49-54 - Denisa Qori McDonald, Evangelos Sariyanidi, Casey J. Zampella, Ellis DeJardin, John D. Herrington, Robert T. Schultz, Birkan Tunç:
Predicting Autism from Head Movement Patterns during Naturalistic Social Interactions. 55-60 - Dilnoza Alimova, Alisher Ikramov, Raisa Trigulova, Saodat Abdullaeva, Shakhnoza Mukhtarova:
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, Shogo Hanabusa, Yoshitaka Kameya, Kazuo Takahashi, Naotake Tsuboi, Tomohiro Mizuno:
Ante- and Post-Hoc Explanations for Prediction Models of Cisplatin-Induced Acute Kidney Injury: A Comparative Study. 66-71 - Yu-Ju Lin, Bing-Jun Cai, Pi-Shan Hsu, Rung-Ching Chen, Kai-Xiang You:
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, Ming-Chang Wang, Wei-Chao Lin:
A Novel Prediction Approach for Effective Medical Data Mining. 81-84
Session 3- Electronic Medical Record Data Analysis and Clinical Information Management
- Yangqiang Lin, Lei Yu, Yimin Fu, Xichuan Zheng:
A Predictive Model for Clinical Health Risk Using Multimodal Electronic Health Record Data. 85-90 - Ankur Agrawal, Kashifuddin Qazi:
Quality Assurance of SNOMED CT using Lexical Similarity and Sibling Relationships. 91-97 - Tzu-Ying Chen, Jean Aristide Aquino, Yu-Wen Chiu, Wen-Chao Yeh, Yung-Chun Chang:
Understanding the Clinical Context of Medication Change Events in Clinical Narratives using Pre-trained Clinical Language Models. 98-103 - Hsiao-Ying Lu, Yiran Li, Brittany Garcia, Shin-Ping Tu, Kwan-Liu Ma:
A Study of Healthcare Team Communication Networks using Visual Analytics. 104-111
Session 4- Intelligent Medical Services and Information Security
- Yu-Jie Jessica Kuo, Jiann-Cherng Shieh:
Implement Seven Patient-Oriented Data Security Metrics using Unclonable Health Insurance Cards. 112-117 - Chin-Feng Lee, Yu-Ming Huang, Zi-Yi Huang:
Healthcare Material Review with Online Chatbot and Care-receiver Sentiment Analysis Information System. 118-122 - Ching-Nung Yang, Hsin-Chuan Kuo, Hsiang-Han Cheng:
Ensuring FHIR Authentication and Data Integrity by Smart Contract and Blockchain Enabled NFT. 123-128 - Tian-Fu Lee, Yen-Wei Chu, Wei-Jie Huang, Chun-Wei Hsu, Zhi-Yang Chen:
Security Enhancement of Authentication Scheme for Smart Healthcare Services. 129-135 - Daniel Schlör, Jan Pfister, Andreas Hotho:
Optimizing Medical Service Request Processes through Language Modeling and Semantic Search. 136-141 - Sean Mchale, Lincoln Murr, Peng Zhang:
Using Decentralized Identifiers and InterPlanetary File System to Create a Recoverable Rare Disease Patient Identity Framework. 142-149 - Josue Yuan Xie, Yang Xu:
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, Gaetano D'Onofrio, Andrea Fidecicchi, Maria Triassi, Marta Rosaria Marino:
Predicting Length of Stay in Colorectal Cancer Patients: A Monocentric Study in Italy. 155-158 - Mouhamadou Moustapha Mbaye, Fadi M. H. Abu Salem, Nadia Tahiri:
A new machine learning workflow to create an optimal waiting list in hospitals. 159-163 - Marta Rosaria Marino, Anna Borrelli, Giuseppe Bifulco, Maria Triassi, Giovanni Improta:
Machine learning algorithms to study the hospitalization after cesarean section: a multicenter analysis. 164-168 - Jaehoon Byun, Minkyu Kim, Jinho Kim:
Improving Interpretable Models based on Knowledge Distillation for ICU Mortality Prediction using Electronic Health Record. 169-175 - Emma Montella, Marta Rosaria Marino, Giuseppe Longo, Ugo Trama, Alessandro Frangiosa, Alfonso Nardo, Maria Triassi, Giovanni Improta:
Implementation of a regression model to study the hospital stay of patients undergoing Laparoscopic Appendectomy: a multicenter study. 176-181 - Alfian Nur Rosyid, Arina Dery Puspitasari, Erika Soebakti, Anggraini Dwi Sensusiati, Jusak Nugraha, Muhammad Amin:
Chest X-Ray using Brixia and Fractional Inspiratory Oxygen as Severity and Mortality predictor of COVID-19. 182-187 - Antonio D'Amore, Gaetano D'Onofrio, Andrea Fidecicchi, Maria Triassi, Marta Rosaria Marino:
Predicting Post-Operative Length of Stay after Robotic Urologic Surgery from Hospital Stay Characteristics: A Monocentric Study. 188-191 - Pei-Yu Dai, Pei-Yi Lin, Shu-Fang Liu, Ruey-Kai Sheu:
Agitation Sedation Monitoring System for Intensive Care Unit Based on Ensemble Learning Model. 192-197 - Marta Rosaria Marino, Anna Borrelli, Maria Triassi, Giovanni Improta:
Study of hospitalization for retinal surgery using classification algorithms. 198-202
Session 6- Healthcare Information Systems, Mobile Health Apps, and Telemedicine
- Christoph Aigner, Greta Hofmann, Sylvia Winkler, René Baranyi, Thomas Grechenig:
Nutrition Garden - A gamified mobile app for motivating people to eat specific food to prevent non-communicable diseases. 203-207 - Shun Furusawa, Toshitaka Hamamura, Akio Yoneyama, Masaru Honjo, Nanase Kobayashi, Daisuke Jitoku, Masato Uchida:
Visualization Methods to Support the Medical Treatment of the Problematic Use of Smartphones. 208-215 - Jean Marie Tshimula, D'Jeff K. Nkashama, Kalonji Kalala, Maximilien V. Dialufuma, Mbuyi Mukendi Didier, Hugues Kanda, Jean Tshibangu Muabila, Christian N. Mayemba:
Redesigning Electronic Health Record Systems to Support Developing Countries. 216-221 - Utpal Chandra Das, Ngoc Thien Le, Watit Benjapolakul, Timporn Vitoonpong, Charnchai Pluempitiwiriyawej:
Stroke Home Rehabilitation Approach Using Mobile Application Based on PostNet Machine Learning Model. 222-228 - Chen Liu, William Yu Chung Wang, Gohar Khan:
Online health consultation: A systematic review for future research directions. 229-234 - Daniel Chriswinanto Adityo Nugroho, Lukas Chrisantyo, Katherina Adisaputro, Ardhinta Septarda, Yosep Parlindungan Naibaho, Emily Chia-Yu Su:
Prescribing Decision Support System for Patient Safety and to Prevent Fraud and Overspending in Indonesian National Health Insurance. 235-238 - Christoph Aigner, Victoria Zeillinger, Kevin Baur, René Baranyi, Thomas Grechenig:
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, Shahabuddin Ibrahim, Tomohiro Kuroda:
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, Shahzad Ali, Yu Rim Lee, Min Kyu Kang, Soo Young Park, Won Young Tak, Soon Ki Jung:
TransUNet-Lite: A Robust Approach to Cell Nuclei Segmentation. 251-258 - Xiang Li, Bin Dai:
A New Residual Network for Pneumonia Image Analysis and Auxiliary Diagnosis. 259-264 - Yi-Kit Chan, Chieh-Liang Wu, Yu-Len Huang:
Chest X-ray image segmentation using modified U-Net3+ for diagnosis of acute respiratory distress syndrome. 265-269 - Napat Ritlumlert, Siriporn Wongwattananard, Anussara Prayongrat, Sarin Kitpanit, Danita Kannarunimit, Chakkapong Chakkabat, Chawalit Lertbutsayanukul, Sira Sriswasdi, Yothin Rakvongthai:
Using CT image-based biomarkers to improve the prediction of hypothyroidism after nasopharyngeal radiotherapy: a preliminary result. 270-273 - Wen-Jun Zhang, Bin Dai:
A New Double-chain Structure Network to Analysis and Assist Diagnosis for COVID-Image. 274-279 - Tanzilal Mustaqim, Chastine Fatichah, Nanik Suciati:
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, Chung-Wei Hsu, Iuon-Chang Lin:
A Novel Reversible Data Hiding Method with Contrast Enhancement for Color Medical Images. 287-292 - Shu-Tien Huang, Liong-Rung Liu, Ming-Feng Tsai, Ming-Yuan Huang, Hung-Wen Chiu:
Developing a Deep Learning Model Using Transfer Learning from EfficientNet-b3 to Detect Knee Fracture on X-ray Images. 293-296 - Chih-Hung Jen, Shu-Kai S. Fan, Kun-Mu Lu, Ching-Wen Huang, Ju-Ling Hsiao, Yu-Zhi Zheng, Yi-Jun Cai:
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, Mingzhe Wang, Shiqiang Yang, Tianyang Liu, Xue Jiang:
Exploring the lmpacts of Al Technologies on Medical lnstitutions with Knowledge Graphs. 303-309 - Sabine Hartmann, Christoph Patberg, Katharina Klemt-Albert:
Opportunities and Challenges of Building Information Modeling in Hospital Construction. 310-315 - Tim McNabb, Kristin Wicking, Trina S. Myers:
Occupation versus Utilisation of Clinical Spaces Using Internet of Things Devices: Are Consult Rooms Well Utilised? 316-321 - Tsung-Hung Lin, Hung-Liang Huang:
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, Yuqing Zhang:
Influence of early skin-to-skin contact on mother-infant relationship -a qualitative study based on Nvivo12 software analysis. 326-331 - Huijuan Cheng, Yuqing Zhang:
Effect of Childhood Trauma on PTSD and PTG among College Students: The Mediating Role of Attachment. 332-336 - Dimitrios Chantes, Georgios Evangelidis:
Comparing Countries On COVID-19 Government Measures. 337-342 - Shu-Fen Tseng, Chia-Hsuan Chung:
The attitude toward AI and the adoption of wearable health technology. 343-346 - Patchariya Khunjan, Tum Boonrod, Vallop Ditsuwan, Chamnan Chinnasee, Lalita Khuna, Witchada Simla, Dusanee Suwankhong:
Motor ability, activity of daily living and correlation with ischemic stroke: A cross- sectional study in Southern Thailand. 347-352 - Hongyu Tan, Yuqing Zhang, Junru Hou:
Influence of Stressors on Adolescent Behavioral Problems: the Mediating effect of Psychological Resilience. 353-358 - Nuno Araújo, Filipe Fernandes, Álvaro Rosa, Ana Borges, Henrique Vicente, José Neves:
Prioritize Health Care in the Context of the Pandemic. 359-364 - Dilruba Izguden, Ramazan Erdem, Sedat Bostan, Hao-Yun Kao, Yen-Chiao Angel Lu, Bolormaa Purevdorj, Chalong Cheewakriangkrai, Kaung Myat Shwe, Jargalsaikhan Badarch, Chiu-Hsiang Lee, Chi-Chang Chang:
Attitudes towards the Covid-19 Vaccine among Healthcare Workers in Asia: A Cross-Sectional Multi-Country Comparison. 365-371
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