ICDH 2024 Technical Program
Sunday
July 7
July 7
Monday
July 8
July 8
Tuesday
July 9
July 9
Wednesday
July 10
July 10
Thursday
July 11
July 11
Friday
July 12
July 12
Saturday
July 13
July 13
Sunday
July 7
July 7
ICDH Workshop on Innovations in Digital Health
Session 1: AI-Driven Health Risk Prediction and Phenotypic Characterization
10:40 – 11:50
Location: Madrid 6
Session Chair: TBD
ICDH Workshop on Innovations in Digital Health
Session 2: Advanced Techniques in Health Monitoring and Risk Evaluation
14:00- 15:10
Location: Madrid 6
Session Chair: TBD
Session 1: AI-Driven Health Risk Prediction and Phenotypic Characterization
10:40 – 11:50
Location: Madrid 6
Session Chair: TBD
| MAbortionPre: Predicting the Risk of Missed Abortion through Complete Observation of Clinical Data Xiaoli Bo, Yifan Yao, Guoying Li, Jiaxin Yang, Xi Zhou, Lei Wang and Lun Hu |
| A novel approach for phenotypic characterization of sleep disorders Erhan Bilal, Matheus Araujo, Catherine M. Heinzinger, Samer Ghosn, Nancy F. Schaefer, Carl Y. Saab, Reena Mehra and Jeffrey L. Rogers |
| An exploratory analysis of the associations between accelerometer-derived measures and future health-related changes in older adults: preliminary results on prospective cohort study Miyuki Nemoto, Yasunori Yamada, Masatomo Kobayashi, Kaoru Shinkawa, Miho Ota, Kiyotaka Nemoto and Tetsuaki Arai |
ICDH Workshop on Innovations in Digital Health
Session 2: Advanced Techniques in Health Monitoring and Risk Evaluation
14:00- 15:10
Location: Madrid 6
Session Chair: TBD
| Multimodal QOL Estimation During Human–Robot Interaction Satoshi Nakagawa and Yasuo Kuniyoshi |
| Leveraging mmWave for Contactless Breath Rate Estimation of Moving Subjects Cristian Turetta, Morteza Varasteh, Şefki Kolozali and Graziano Pravadelli |
| ProInsight: A Tool for Risk Prediction and Impact Evaluation of Digital Health Solution Implementations Tobia Boschi, Francesca Bonin, Rodrigo Ordonez-Hurtado, Alessandra Pascale, Filipa Teixeira, Isil Coklar Okutkan, Jéssica Ferreira Morais, Sara Polak, An Jacobs, Julie Doyle and John Dinsmore |
Monday
July 8
July 8
ICDH Symposium: Distinguished Speaker
14:00 – 15:10
Location: Madrid 2
Session Chair: TBD
| In the Era of Large AI Models: Digital Transformation in Health and Medicine Industry Jery (Shaochun) Li |
ICDH Session 1: AI for Enhancing Patient Care and Health Systems
17:00 – 18:10
Location: Madrid 3
Session Chair: TBD
| Assessing AI adoption for enhancing healthcare supply chain resilience: A novel hybrid interval-valued q-rung orthopair fuzzy MCDM Huzhi Xue, Haihua Xie, Carl K. Chang |
| HIPAA Technical Compliance Evaluation of Laravel-based mHealth Apps Mst Akter, Hossain Shahriar, Abdul Barek, Md Mostafizur Rahman, Md Abdur Rahman, A.B.M Kamrul Islam Riad, Sheikh Iqbal Ahamed, William Chu |
| Optimizing Patient Care Pathways: Impact Analysis of an AI-Assisted Smart Referral System for Musculoskeletal Services Haider Raza, Dheeraj Rathee, Renato Amorim and Maria Fasli |
| Predictive Analytics and Digital Health Technologies for High-Risk Infants Francesca Bonin, Tobia Boschi, Jeff Rogers, Anirudha Das and Animesh Tandon |
Tuesday
July 9
July 9
ICDH Symposium: Distinguished Speaker
14:00 – 15:10
Location: Madrid 5
Session Chair: TBD
| AI Challenges for Large Longitudinal Clinical Trials in Mental Health Guillermo Cecchi |
Wednesday
July 10
July 10
ICDH Session 3: AI for Enhanced Health Screening and Detection
14:00 – 15:10
Location: Madrid 6
Session Chair: TBD
| Enhancing Dementia Risk Screening with CTGAN-Synthesized Periodontal Examination and General Blood Test Data Katsunori Oyama, Toshiki Isogai, Yohei Nakayama, Ryoki Kobayashi, Daisuke Kitano, Kaoru Sakatani and Kenji Karako |
| A Scalable System Architecture for Composition and Deployment of Machine Learning Models in Cognitive Behavioral Therapy Fabian Schmidt, Maximilian Georg Kurzawski, Karin Hammerfald, Henrik Haaland Jahren, Ole André Solbakken and Vladimir Vlassov |
| Enhancing Freezing of Gait Detection in Parkinson’s Through Fine-Tuned Deep Learning Models Michele Tebaldi, Graziano Pravadelli, Cristian Turetta, Florenc Demrozi, Rosalba Giugno |
| Unlocking the Potential of Patient Metadata for Skin Cancer Detection: An AI Framework Md Shafiqul Islam, Gordon Wishart, Joseph Walls, Per Hall, Alba Garcia, John Gan and Haider Raza |
Thursday
July 11
July 11
ICDH Session 4: AI in Medical Text and Language Models
9:00 – 10:10
Location: Madrid 7
Session Chair: TBD
| Leveraging Large Language Models for Patient Engagement: The Power of Conversational AI in Digital Health Bo Wen, Raquel Norel, Julia Liu, Thaddeus Stappenbeck, Farhana Zulkernine, Huamin Chen |
| Custom Natural Language Understanding for Healthcare Chatbots and A Case Study Devasena Inupakutika, David Akopian, Ganesh Reddy, Patricia Chalela, Sahak Kaghyan and Rahul Mundlamuri |
| Large Language Models as a Tool for Cognitive Stimulation: Chatbot Book Clubs for Seniors Hannah Zhou, Emily Chen, Solon Wen, Yihu Wang and Raquel Norel |
| Comparative Analysis of Open-Source Language Models in Summarizing Medical Text Data Yuhao Chen, Zhimu Wang and Farhana Zulkernine |
| Enhancing Large Language Models with Human Expertise for Disease Detection in Electronic Health Records Jie Pan, Seungwon Lee, Cheligeer Cheligeer, Elliot A. Martin, Kiarash Riazi, Hude Quan and Na Li |
ICDH Session 5: AI and Machine Learning in Health Risk Prediction and Management
10:40 – 11:50
Location: Madrid 7
Session Chair: TBD
| Semantically Rich Approach to Automating Regulations of Medical Devices Subhankar Chattoraj, Redwan Walid and Karuna Pande Joshi |
| Triage-Bot: An Assistive Triage Framework Drishti Sharma, Elyas Rashno, Eyad El Khodary, Max Beninger, Farhana Zulkernine, Ronan Almeida and Jing Tao |
| Using Machine Learning to Track Disability Discourse on Social Media Sandra Kumi, Charles Snow, Richard K. Lomotey and Ralph Deters |
| Prediction of stroke using single lead ECG signal: A deep learning approach Adithya Balasubramanyam, Ravva Amrutha, Roshni S, Sahana M, Sai Pranavi Chapparapu and Prasad B Honnavalli |
Friday
July 12
July 12
ICDH Session 6: Remote Monitoring and Biometrics
9:00 – 10:10
Location: Madrid 7
Session Chair: TBD
| Harnessing Remote Speech Tasks for Early ALS Biomarker Identification Carla Agurto, Michele Merler, Esteban Roitberg, Alan Taitz, Marcos A. Trevisan, Diego E. Shalom, Julian Peller, Lyle W. Ostrow, Indu Navar, Ernest Fraenkel, James Berry, Guillermo A. Cecchi and Raquel Norel |
| Remotely-captured, free-text responses track with patient health states in chronic pain Jenna Reinen, Carla Agurto, Guillermo Cecchi, Jeffrey L. Rogers |
| Towards a Multi-model Comparative Study for Non-invasive Hemoglobin Level Prediction from Fingertip Video Nafi Us Sabbir Sabith, Parama Sridevi, Masud Rabbani, Kazi Zawad Arefin and Sheikh Iqbal Ahamed |
| NeuroFetalNet: Advancing Remote Electronic Fetal Monitoring with a New Dataset and Comparative Analysis of FHR and UCP Impact Black Sun, Jiaqi Zhao, Xinrong Miao, Yanqiao Wu and Min Fang |
ICDH Session 7: Digital Health Management and Patient Experience
10:40 – 11:50
Location: Madrid 7
Session Chair: TBD
| API Management in Digital Health: Exploring IBM API Connect and IBM API Hub in Enabling Healthcare Innovation Vince Siu, Italo Buleje, Takashi Itoh, Anil Hungund, Jenna Reinen, Carla Agurto, Michael Graziano, Kyle Frohling, Bing Dang and Jeffrey Rogers |
| Exploring Chronic Pain Experiences: Leveraging Text and Audio Analysis to Infer Well-Being Metrics Carla Agurto, Michele Merler, Jenna Reinen, Pritish Parida, Guillermo Cecchi, Jeffrey L. Rogers, Navitas And Envision Studies Physician Author Group and Boston Scientific Research Scientists Consortium |
| Digital Measures of Drawing Process to Predict Multiple Cognitive and Gait Measures in Older Adults Yasunori Yamada, Masatomo Kobayashi, Kaoru Shinkawa, Miyuki Nemoto, Miho Ota, Kiyotaka Nemoto and Tetsuaki Arai |
| Transforming the screening of neurodevelopmental disorders in young children Marc Yvon, Anthony Herve, Christel Beaujard and Bharat Bedi |
Saturday
July 13
July 13
ICDH Symposium on Generative AI in Digital Health
Session 1: Advanced AI Techniques in Healthcare and Creative Computing
10:40 – 11:50
Location: Madrid 6
Session Chair: TBD
| Gravitational Aesthetics in Creative Computing: Metaphorically Modeling Semantic Relationships for 3D Scene Generation Chong Zeng, Hongji Yang, Yue Wu, Philip P. Zhang, Yanju Yao, Marwan Al-Akaidi and Zisen Zhou |
| Explainable Data Model Visibility Analysis for Data Pathological Feature Prediction Lin-Kai Chen, William Chu, Tse-Chuan Hsu and Yao-Hsien Tseng |
| RNN enhanced Compartmental Model for Infectious Disease Prediction Junyi Ma, Junfeng Zhao, Yasha Wang, Liantao Ma, Xiaocui Li, Xin Gao and Jinhui Zhang |
| HealthEdge: A Proactive DRL-Driven Service Reconfiguration Mechanism for Pre-Hospital Emergency Response in Edge Networks Xiaocui Li, Junfeng Zhao, Yasha Wang, Liantao Ma, Junyi Ma, Xin Gao and Jinhui Zhang |
ICDH Symposium on Generative AI in Digital Health
Session 2: AI and Machine Learning in Healthcare Diagnostics and Risk Screening
14:00 – 15:10
Location: Madrid 6
Session Chair: TBD
| Adopting Generative AI with Precaution in Dentistry: A Review and Reflection Lin Liu, Zhangqiang Cao and Zheng Zeng |
| Synthesized Blood Test Data for Dementia Risk Screening Using Generative Adversarial Networks Katsunori Oyama, Kaoru Sakatani and William Cheng-Chung Chu |
| Focus on Key Features: A Computer-Aided System for Airborne Allergenic Pollen Recognition Based on Localization-before-Classification Suqin Liu, Jianqiang Li, Xi Xu, Linna Zhao and Wenxiu Cheng |
| A Forward-Looking Exploration: Developing a Computer-aided Tool for Ocular Symptom Assessment in Myasthenia Gravis Based on Facial Images Linna Zhao, Jianqiang Li, Yifan Yang, Chujie Zhu, Wenxiu Cheng, Suqin Liu, Xi Xu, Jijiang Yang, Jian Yin and Mingming Zhao |
