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ORCID13th ICHI 2025: Rende, Italy
- 13th IEEE International Conference on Healthcare Informatics, ICHI 2025, Rende, Italy, June 18-21, 2025. IEEE 2025, ISBN 979-8-3315-2094-6
- Rohan Raj Butani, Kedar Chintalapati, Anirudh Sridharan, Theodore Ioan Oltean, Arjunn Shastri:
Comparative Machine Learning Analysis Highlights Novel Predictive Capability of Deep Neural Decision Forest for Ulnar Collateral Ligament Reconstruction in Baseball Athletes. 1-10 - Yongqiu Li, Yu Huang, Shuang Yang, Elahe M. Shychuk, Elizabeth A. Shenkman, Jiang Bian
, Amber M. Angell, Yi Guo:
Machine Learning Prediction of Autism Spectrum Disorder Diagnosis Through Linking Mothers' and Children's Electronic Health Records. 11-17 - Margaux Törnqvist, Jean-Daniel Zucker, Tristan Fauvel, Nicolas Lambert, Mathilde Berthelot, Antoine Movschin:
A Text-to-tabular Approach to Generate Synthetic Patient Data using LLMs. 18-29 - William Baskett, Chi-Ren Shyu:
Addressing Small Sample Size and Improving Interpretability in Biomedical Applications with Adaptive Complexity Deep Neural Networks. 30-38 - Lorenzo Ruggeri, Eva Viesi, Andrea Betti, Rosalba Giugno:
Unveiling Novel Gene-Drug-Disease Interactions with GDD-BERT. 39-47 - Xiaoyang Wang, Christopher C. Yang:
Enhancing Multi-Attribute Fairness in Healthcare Predictive Modeling. 48-57 - Precious Jones, Weisi Liu, I-Chan Huang, Xiaolei Huang:
Examining Imbalance Effects on Performance and Demographic Fairness of Clinical Language Models. 58-68 - Israa Alqassem, Piyush Borole, Ammar Shaker, Ajitha Rajan:
Tracing Pain: Predictive Modeling for Migraine and Headache Triggers. 69-79 - Shou-Jen Wang, Thasina Tabashum, Joseph J. Krzak, Karen M. Kruger, Adam Graf, Ross S. Chafetz, Jon R. Davids, Anita Bagley, Susan E. Sienko, Jeremy P. Bauer, Mark V. Albert:
Cross-site model development and validation of the Shriners Gait Index. 80-87 - Michael Potter, Stefano Maxenti, Michael Everett:
Survival Analysis with Adversarial Regularization. 88-97 - Yifan Zheng, Megan Whitaker, Austin Geer, Jun Gong, Corey A. Lester:
Comparing the Performance of a Large Language Model and RxNorm Mapping for Detecting Medication Dispensing Errors from Real-world Data. 98-106 - Yuki Kosaka, Keisuke Suzuki, Kosuke Nishihara, Mana Hashimoto, Fumiyuki Nihey, Kentaro Nakahara:
Semi-Supervised Regression with Co-learning using Optimal Transport for Predicting Future Health Checkup Results. 107-114 - Elin Haf Williams, Elizabeth M. Williams, Daniel Gartner, Gemma Johns, Alka Ahuja:
Analytics for the Location Planning of Attention-Deficit Hyperactivity Disorder Monitoring Capacity in Adolescents. 115-125 - Jennifer Kouo, Jinjuan Heidi Feng, Enric Jiao:
Creating a Dataset of Autistic Individuals to Recommend Evidence-Based Practices through Generative Artificial Intelligence. 126-136 - Fumiya Sano, Taisuke Kokusho, Kazumasa Horie, Junya Furuki, Yoko Suzuki, Takashi Abe, Hiroyuki Kitagawa:
Real-time Automatic Detection of Definite-REM Sleep. 137-147 - Francesca Pescol, Pietro Bosoni, Stefania Ghilotti, Pasquale De Cata, Valentina Tibollo, Arianna Dagliati, Fulvia Ferrazzi, Lucia Sacchi, Riccardo Bellazzi:
Temporal Characterization of Glycemia Risk Index Sequences through Random Walk Bayesian Clustering. 148-156 - Ruixuan Wang, Kevin C. H. Tsang:
Evaluating socio-demographic risk factors of asthma control and effects of using a pilot asthma self-management mobile platform. 157-163 - Veronica Guidetti, Federico Motta, Jovana Milic, Davide Ferrari, Giovanni Guaraldi, Federica Mandreoli:
Distilling Clinical Scores with Symbolic Machine Learning: Frailty Index, an HIV Cohort Case Study. 164-173 - Vijdan Khalique, Zhengting Wang, Kazumasa Horie, Fusae Kawana, Toshio Kokubo, Masashi Yanagisawa, Hiroyuki Kitagawa:
Label-Efficient Self-Supervised Learning for Sleep Stage Classification Using Multi-Channel In-Home EEG Data. 174-183 - Pietro Bosoni, Irene Aiello, Umberto Manera, Marta Gromicho, Inês Alves, Barbara Di Camillo, Mamede de Carvalho, Adriano Chiò, Riccardo Bellazzi, Arianna Dagliati:
Effect of Environmental Personal Exposure on Amyotrophic Lateral Sclerosis Disease Progression. 184-189 - Livia Lilli, Stefano Patarnello, Nikola Dino Capocchiano, Carlotta Masciocchi, Mario Santoro:
Improving Clinical Report Classification with Sentence Boundary Detection. 190-196 - Nina Freise, Marius Heitlinger, Ruben Nuredini, Gerrit Meixner:
IPROPS - Iterative Prompt Refinement for Optimizing Privacy-Preserving Synthetic Data Generation. 197-208 - Reem Al-Saidi, Ziad Kobti, Thorsten Strufe:
Privacy Preservation Embedding-Based Clustering for Population Stratification Using Large Language Models. 209-215 - Luay Abdeljaber, Naif Alatrush, Sultan Alsarra, Mahrusa Billah, Afraa Alshammari, Latifur Khan:
Active Learning for Medical Text Classification: Insights from Ophthalmology and Broader Medical Domains. 216-227 - Zuzanna Wójcik, Vania Dimitrova, Lorraine Warrington, Galina Velikova, Kate Absolom, Samuel D. Relton:
Time-Series Patient-Reported Data and LSTM Predicting Hospital Utilisation During Chemotherapy. 228-234 - Fabrizio Pecoraro, Scott A. Cohen, Mattia Prosperi:
Causal machine learning to investigate the effectiveness of vancomycin as the empiric treatment choice in patients hospitalized with community acquired pneumonia. 235-242 - Siva Singireddi, Sarthak Pandey, Rohit Pardasani, Raj Kiran V, Navchetan Awasthi:
nnRAG - Incorporating Human-Feedback for Neural Network Driven Similarity Search: A Preliminary Feasibility Study. 243-250 - Sai Krishna Revanth Vuruma, Dezhi Wu, Saborny Sen Gupta, Lucas Aust, Valerie Lookingbill, Wyatt Bellamy, Yang Ren, Erin Kasson, Li-Shiun Chen, Patricia A. Cavazos-Rehg, Dian Hu, Hongfang Liu, Ming Huang:
Automated Reddit Data Annotation with Large Language Models. 251-260 - Felix Walger, Miriam Chlumsky-Harttmann, Anke Schmeink:
P2P-DML: Peer-to-Peer Distributed Machine Learning for Medical Deep Reinforcement Learning. 261-267 - Yang Zhao, Pei Wang, Xinghua Shi:
DKGM: A diffusion knowledge graph model for medication recommendation leveraging medical and drug information. 268-279 - Yishan Zhong, Jingyan Xu, Benoit Marteau, Shaun Q. Y. Tan, May D. Wang:
Anatomically-constrained Near-eye Gaze Tracking and Movement Classification using Transformer. 280-287 - Bithi Banik, Debasish Ghose, Yuan Lin, Andrii Shalaginov:
Patient-Centric Hierarchical Federated Learning for Heart Rate Prediction. 288-294 - Jingye Xu, Yuntong Zhang, Wei Wang, Mimi Xie, Dakai Zhu:
A Comprehensive PPG-based Dataset for HR/HRV Studies. 295-303 - Sristi Dakshit, Sagnik Dakshit, Balakrishnan Prabhakaran:
Effect of Sampling Rate on ECG Deep Learning Classifiers. 304-314 - Rupert Ironside-Smith, Stuart M. Allen, Beryl Noë, Liam D. Turner:
A copula approach to modelling dependency patterns in routine vital sign observation timeliness. 315-324 - Rupert Ironside-Smith, Stuart M. Allen, Beryl Noë, Liam D. Turner:
Covariates of individual patient vital sign observation timeliness in hospital wards. 325-335 - Siddharth Kalyanasundaram, Coralie S. Phanord, Luka L. Ruzic, Roselinde H. Kaiser, Theodora Chaspari:
Enhancing Classification and Reasoning Abilities of Large Language Models for Predicting Affect from Ambulatory Data. 336-342 - Lingfei Qian, Qinhan Hu, Qianqian Xie, Eugenia Yupei Chock, Hua Xu, Hong Na:
A Novel Prompt Engineering Framework of Large Language Models for Detecting Gout Flares. 343-351 - Motasem S. Obeidat, Md Sultan Al Nahian, Ramakanth Kavuluru:
Do LLMs Surpass Encoders for Biomedical NER? 352-358 - Xiaoyu Wang, Haoyong Ouyang, Balu Bhasuran, Xiao Luo, Karim Hanna, Mia Liza A. Lustria, Zhe He:
Lab-Ai: Using Retrieval Augmentation to Enhance Language Models for Personalized Lab Test Interpretation in Clinical Medicine. 359-368 - Bofan He, Jerry Q. Cheng, Huanying Gu:
Static and Dynamic Embedding Approaches to Identify Is-A Relations in SNOMED CT. 369-378 - Young-Geun Kim, Mei-Chen Hu, Edward V. Nunes, Sean X. Luo, Ying Liu:
Optimizing Contingency Management with Reinforcement Learning. 379-387 - Kexin Shang, Chia-Hsuan Chang, Christopher C. Yang:
Collaboration among Multiple Large Language Models for Medical Question Answering. 388-396 - Pietro Hiram Guzzi, Annamaria Defilippo, Nicola Procopio, Albino Trapuzzano, Giovanni Canino, Patrizia Vizza, Sabato Sorrentino, Ciro Indolfi, Pierangelo Veltri:
CardioTRAP: Design of a Retrieval Augmented System (RAG) for Clinical Data in Cardiology. 397-405 - Yubo Feng, You Chen:
Temporal Patterns of Electronic Health Record Use by Healthcare Teams: Associations with Patient Outcomes. 406-413 - Mostafa Habibi, Zeinab Delaram, Mehrdad Nourani, Dennis H. Sullivan:
Video-Based Human-Object Interaction Analysis for Patient Behavioral Monitoring. 414-422 - Ertugrul Sagdic, Sinan Kockara:
TBPGen: Total Body Photography Generator and AI-Driven Detection of Multiple Skin Lesions. 423-431 - Amy Rafferty, Rishi Ramaesh, Ajitha Rajan:
CoRPA: Adversarial Image Generation for Chest X-rays Using Concept Vector Perturbations and Generative Models. 432-443 - Rui Jesus, Tibério Baptista, Eduardo Pinho, Luís Bastião Silva, Carlos Costa:
Incremental Open Source Architecture Supporting a High Availability National PACS. 444-451 - Katerina Katsarou, Amira Mouakher, Paul Chojecki, David Przewozny, Detlef Runde, Sebastian Bosse:
SurgiGard: Surgical Instrument Handover Graph-Based Supervision and Robust Detection. 452-461 - Kyle Cox, Gang Qu, Chi-Yang Hsu, Jiawei Xu, Yingtong Zhou, Zhen Tan, Mengzhou Hu, Tianlong Chen, Ziniu Hu, Zhongming Zhao, Ying Ding:
Thought Graph: Balancing Specificity and Uncertainty in LLM-Based Gene Set Annotation. 462-470 - Leonardo Nucciarelli, Benedetta Gottardelli, Andrada Mihaela Tudor, Mauro Vallati, Erica Tavazzi, Stefania Orini, Roberto Gatta, Giovanni Arcuri, Andrea Damiani:
Privacy-by-design GEN-RWD Sandbox for Distributed Multicentric Data Analysis in Healthcare: The Proxy Module. 471-477 - Adithya Balasubramanyam, Rhian Manwani, Diya Kalyanpur, Preethi Basoor Basavaraju, Sanjay Varma Padmaraju, Prasad B. Honnavalli:
A cardiovascular modeling framework for enabling personalized healthcare : A Digital Twin Approach. 478-489 - Adithya Balasubramanyam, Yashas Balasubramani, Ujwal Dinesh Jain, Harikeshav Shekar, Nikitha Yangala, Prasad B. Honnavalli:
Modelling A Digital Twin of The Human Gut Microbiome Towards Precision Medication: A Data Driven Approach. 490-500 - Ryuhei Kawabata, Kazumasa Horie, Philippe Lalanda, Hiroyuki Kitagawa:
Developing Switching Mechanism to Address Challenging Subjects in Sleep Stage Scoring. 501-507 - Matteo Mantovani, Denise Cosolo, Francesco Pio Anzillotti, Cristiano Fava, Pietro Minuz, Carlo Combi:
BEAT - An Agile Design Framework for Telemedicine in Hypertension. 508-518 - Elisabeth Veronica Mess, Andreas Halbritter, Viktor Werlitz, Julia Krumme, Dominik Merli, Frank Kramer, Alexandra Teynor:
Development Process of an Interdisciplinary Framework to Approach Data and Information Problems in Healthcare - Preliminary Results. 519-530 - Samuel Belkadi, Libo Ren, Nicolo Micheletti, Lifeng Han, Goran Nenadic:
MLM4SynMed: Masked Language Modelling for Synthetic Free-text Medical Records Generation. 531-542 - Ziying Tang, Jennifer Kouo, Theodore Kouo, Joshua Nicholas Betz, Jinjuan Heidi Feng:
Optimizing Pediatric Emergency Care Experience for Patients with Autism Spectrum Disorder. 543-552 - Mohammad Golam Kibria, Lauren Kucirka, Javed Mostafa:
Assessing AI Explainability: A Usability Study Using a Novel Framework Involving Clinicians. 553-564 - Christos Goumopoulos:
Exploring the Benefits of a Multi-Technology Exergaming Platform for Physical and Emotional Well-Being in Older Adults. 565-575 - Amy Rafferty, Rishi Ramaesh, Ajitha Rajan:
Leveraging Expert Input for Robust and Explainable AI-Assisted Lung Cancer Detection in Chest X-rays. 576-587 - Shantrel S. Canidate, Hannah R. Gracy, Sean McIntosh, Yiyang Liu, Rebecca Fisk-Hoffman, Shannon Rich, Carla Mavian, Robert L. Cook, Mattia Prosperi, Marco Salemi:
What to consider when developing a new molecular HIV surveillance tool: Perspectives of key stakeholders working in HIV prevention and treatment. 588-597 - Veronika Landhäußer, Alexander Bazhanov, Bernd Lenz, Kornelius Kammler-Sücker, Robert Prager Loos, Agnieszka Chojnowska, Gerrit Meixner:
A Gamified Approach for Alcohol Use Disorder Therapy in Virtual Reality: A Randomized Trial. 598-609 - Jing Wang, Yijiong Yang, Buna Bhandari, Dan Song, Chengdong Li, Lisa B. Hightow-Weidman:
Integrating Smart Health Home™ Technologies into Healthcare: A Comprehensive Umbrella Review of Usage, Effectiveness, and Future Directions. 610-617 - Barak Gahtan, Shany Funk, Itay Ketko, Einat Kodesh, Tsvi Kuflik, Alex M. Bronstein:
WearableMil: An End-to-End Framework for Military Activity Recognition and Performance Monitoring. 618-623 - Keisuke Suzuki, Shuhei Noyori, Yuki Kosaka, Takuya Ibara, Koji Fujita, Akimoto Nimura:
Automated Posture Assessment for Non-specific Low Back Pain from 2D Images. 624-629 - Giovanni Paolo Tobia, Stefano Patarnello, Carlotta Masciocchi, Camilla Nero, Marco Carlo Passarotti, Giovanni Moretti, Antonio Marchetti, Giovanni Arcuri, Livia Lilli:
Privacy in Italian Clinical Reports: A NLP-Based Anonymization Approach. 630-635 - Patrizia Heinl, Andrea-Julia Reichl-Streich, Hans-Joachim Hof:
Through the Looking-Glass: The Current AI Landscape in German Hospitals from a Cybersecurity Perspective. 636-647 - Fatih Aksu, Fabrizia Gelardi, Arturo Chiti, Paolo Soda:
NSCLC histological subtype classification from CT scans using generalist 3D medical foundation models. 648-653 - Yeawon Lee:
Interpretable Cancer Staging Using Knowledge Elicitation in Large Language Models. 654 - Xiaoyang Wang:
Gradient-Based Reconciliation of Fairness and Performance in Healthcare AI. 655 - Tingting Yang:
Artificial Intelligence-Based Risk Prediction of Coronary Ostial Obstruction After Transcatheter Aortic Valve Replacement in Bicuspid Population. 656 - Giuseppe Pezzi:
On the application of biomedical tools for the clinical study data management. 657 - Álvaro Riquelme Tornel:
Healthcare data interoperability with Large Language Models. 658 - Danilo Arnone:
Bioengineering for a motion device: application to racewalkers and rehabilitation patients. 659 - Diego Pagnoncelli:
Internalization of Clinical Engineering Service: the strategy of ASST Spedali Civili di Brescia. 660 - Francesco Mercaldo, Fabio Martinelli, Mario Cesarelli, Antonella Santone:
A Proposal for Automatic Bounding Box Annotation for Object Detection Tasks. 661-662 - Luca Petrillo, Fabio Martinelli, Antonella Santone, Francesco Mercaldo:
TALLM: A framework for Text Analysis using Large Language Models. 663-664 - Giovanni Ciaramella, Fabio Martinelli, Antonella Santone, Francesco Mercaldo:
FLIP: A tool for Explainable Federated Learning for Image Processing. 663-664 - Ludovica Ciardiello, Fabio Martinelli, Mario Cesarelli, Antonella Santone, Francesco Mercaldo:
Joint Angle Detection through Human Pose Estimation: A Proposal. 667-668 - Javier Aguirre, Won Chul Cha:
JAVIS: A Comprehensive AI System Designed for Innovation and Research in Healthcare. 669-670 - Silvia Cannone, Noemi Giordano, Marco Knaflitz, Gabriella Balestra:
Usability-driven design of medical device APPs for telemonitoring of chronic patients. 671-672 - Zhiqiang Huo, Timothy Neate, Fara Hamidi, David Wyatt, Sophie Rowland-Coomber, Martin Chapman, Charles Wolfe, Iain James Marshall, Vasa Curcin:
A Preliminary Usability Evaluation Study of a Co-Designed Patient Portal for Enhancing Stroke Survivors' Self-Management. 673-674 - Aldo Chianello, Aurora Delfino, Danilo Lofaro, Pietro Hiram Guzzi, Pierangelo Veltri, Michele Di Dio, Patrizia Vizza:
A Novel Solution for the Integration and Management of Clinical Data in Surgery Procedure. 675-676 - Mark Garcia, Jasper Liu, Omar Cruz, Minh Nhat Doan, David Lam, Kenji Longid, Heng Wu:
Intelligent Perfect Pose and Health Analysis in Sports and Fitness. 677-678 - Michael O'Connor:
Building an Ethics Assurance Case for an Algorithmic Deprescribing Decision Support System. 679-680 - Tingting Yang, Guangyu Zhu, Jian Yang:
Optimizing Image Preprocessing for Deep Learning-Based Aortic Root Segmentation in TAVR Assessment. 681-682 - Dhivin Shaji, Angel Paul, Lifeng Han, Warren Del-Pinto, Goran Nenadic, Suzan Verberne:
De-identifying Clinical Texts using Biomed-Clinical BERTs and Comprehensive Risk Assessment. 683-684 - Hafsa Akebli, Vincenzo Della Mea, Kevin Roitero:
Benchmarking Feature Extractors for Prostate Cancer Detection Using Graph Attention Networks: A Focus on Foundation Models. 685-686 - Jonas Arnesen, August Elvevold, Debasish Ghose, Yuan Lin:
Implementation of a Modular MIoT Platform for Real-Time Vital Sign Monitoring. 687-688 - Luca Cossu, Giacomo Cappon, Elisa Pellizzari, Annalisa Deodati, Riccardo Schiaffini, Stefano Cianfarani, Giovanni Sparacino, Andrea Facchinetti:
Addressing Current Unmet Clinical Needs by Co-Designing a Novel Web Interface for Decision Support in Pediatric Type 1 Diabetes. 689-690 - Gebreyowhans H. Bahre, Hassan Hamidi, Andrew B. Sellergren, Leo Anthony Celi, Francesco Calimeri, Laleh Seyyed-Kalantari:
Representation Is All We Need: Performance and Fairness of Google X-ray Foundation Model Representations - A Preliminary Study. 691-692 - Rita Granata, Anna Procopio, Annarita Tedesco, Giuseppe Cesarelli, Carlo Ricciardi, Francesca Angelone, Alfonso Maria Ponsiglione, Alessio Merola, Carlo Cosentino, Maria Romano, Francesco Amato:
On the Role of Negative Feedback in Physiological Systems. 693-694 - Daniele Baccega, Marco Beccuti, Simone Pernice, Irene Terrone:
Epidemic Modelling Frameworks for Studying Infectious Disease Dynamics. 695 - Primoz Kocbek, Lucija Gosak, Gregor Stiglic:
Large Language Models in Healthcare: Prompt Engineering Competition. 696 - Aarti Sathyanarayana, Amanda Glime:
Digital Phenotyping: Making Sense of Longitudinal Health Data. 697-698 - Niruthiha Selvanayagam:
Multidimensional Analysis of Specific Language Impairment Using Unsupervised Learning Through PCA and Clustering. 699-707 - Yue Xu, Sirihaasa Nallamothu, Cory Culbertson, Haohan Wang:
Privacy-Preserving Analysis of Wearable Device Data for Monitoring Health Risks. 708-715 - Agni Delvinioti, Danae Lekka, Giulio Pagliari, Efstathios Kanavos, Jakob Fabian Lehmann, Rain Jõgi, Marjolein G. J. Brusse-Keizer, Anke Lenferink, Konstantina Kostopoulou, Alice Luraschi, Monique Tabak, Sofoklis A. Kyriazakos:
A Real-Time COPD Exacerbation Detection Algorithm Using multi-morbid symptom diaries: Insights from a Multi-Site Study. 716-724 - Francesca Angelone, Alessandra Franco, Noemi Pisani, Rita Granata, Luca Lavorgna, Mario Sansone, Francesco Amato, Alfonso Maria Ponsiglione:
An Explainable AI Approach for Periodontitis Severity Classification from Intraoral Images. 725-730 - Adithya Rajnarayanan, Ritika Jain:
Scalogram Image-Based Texture Features for Robust Epileptic Seizure Detection Under Noisy Conditions. 731-738 - Patrizia Quaranta, Roberto Pietrantuono, Giuseppe Cascone:
Correlation and Causal Analysis of Occupational Health Data in the Maritime Domain. 739-744
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