Table of Contents

• Comparative Machine Learning Analysis Highlights Novel Predictive Capability of Deep Neural Decision Forest for Ulnar Collateral Ligament Reconstruction in Baseball AthletesRohan Raj Butani, Kedar Chintalapati, Anirudh Sridharan, Theodore Ioan Oltean, Arjunn Shastri. 1-10 [doi]
• Machine Learning Prediction of Autism Spectrum Disorder Diagnosis Through Linking Mothers' and Children's Electronic Health RecordsYongqiu Li, Yu Huang, Shuang Yang, Elahe M. Shychuk, Elizabeth A. Shenkman, Jiang Bian 0001, Amber M. Angell, Yi Guo 0005. 11-17 [doi]
• A Text-to-tabular Approach to Generate Synthetic Patient Data using LLMsMargaux Törnqvist, Jean-Daniel Zucker, Tristan Fauvel, Nicolas Lambert, Mathilde Berthelot, Antoine Movschin. 18-29 [doi]
• Addressing Small Sample Size and Improving Interpretability in Biomedical Applications with Adaptive Complexity Deep Neural NetworksWilliam Baskett, Chi-Ren Shyu. 30-38 [doi]
• Unveiling Novel Gene-Drug-Disease Interactions with GDD-BERTLorenzo Ruggeri, Eva Viesi, Andrea Betti, Rosalba Giugno. 39-47 [doi]
• Enhancing Multi-Attribute Fairness in Healthcare Predictive ModelingXiaoyang Wang, Christopher C. Yang. 48-57 [doi]
• Examining Imbalance Effects on Performance and Demographic Fairness of Clinical Language ModelsPrecious Jones, Weisi Liu, I-Chan Huang, Xiaolei Huang 0002. 58-68 [doi]
• Tracing Pain: Predictive Modeling for Migraine and Headache TriggersIsraa Alqassem, Piyush Borole, Ammar Shaker, Ajitha Rajan. 69-79 [doi]
• Cross-site model development and validation of the Shriners Gait IndexShou-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. 80-87 [doi]
• Survival Analysis with Adversarial RegularizationMichael Potter, Stefano Maxenti, Michael Everett. 88-97 [doi]
• Comparing the Performance of a Large Language Model and RxNorm Mapping for Detecting Medication Dispensing Errors from Real-world DataYifan Zheng, Megan Whitaker, Austin Geer, Jun Gong, Corey A. Lester. 98-106 [doi]
• Semi-Supervised Regression with Co-learning using Optimal Transport for Predicting Future Health Checkup ResultsYuki Kosaka, Keisuke Suzuki, Kosuke Nishihara, Mana Hashimoto, Fumiyuki Nihey, Kentaro Nakahara. 107-114 [doi]
• Analytics for the Location Planning of Attention-Deficit Hyperactivity Disorder Monitoring Capacity in AdolescentsElin Haf Williams, Elizabeth M. Williams, Daniel Gartner, Gemma Johns, Alka Ahuja. 115-125 [doi]
• Creating a Dataset of Autistic Individuals to Recommend Evidence-Based Practices through Generative Artificial IntelligenceJennifer Kouo, Jinjuan Heidi Feng, Enric Jiao. 126-136 [doi]
• Real-time Automatic Detection of Definite-REM SleepFumiya Sano, Taisuke Kokusho, Kazumasa Horie, Junya Furuki, Yoko Suzuki, Takashi Abe, Hiroyuki Kitagawa. 137-147 [doi]
• Temporal Characterization of Glycemia Risk Index Sequences through Random Walk Bayesian ClusteringFrancesca Pescol, Pietro Bosoni, Stefania Ghilotti, Pasquale De Cata, Valentina Tibollo, Arianna Dagliati, Fulvia Ferrazzi, Lucia Sacchi, Riccardo Bellazzi. 148-156 [doi]
• Evaluating socio-demographic risk factors of asthma control and effects of using a pilot asthma self-management mobile platformRuixuan Wang, Kevin C. H. Tsang. 157-163 [doi]
• Distilling Clinical Scores with Symbolic Machine Learning: Frailty Index, an HIV Cohort Case StudyVeronica Guidetti, Federico Motta, Jovana Milic, Davide Ferrari, Giovanni Guaraldi, Federica Mandreoli. 164-173 [doi]
• Label-Efficient Self-Supervised Learning for Sleep Stage Classification Using Multi-Channel In-Home EEG DataVijdan Khalique, Zhengting Wang, Kazumasa Horie, Fusae Kawana, Toshio Kokubo, Masashi Yanagisawa, Hiroyuki Kitagawa. 174-183 [doi]
• Effect of Environmental Personal Exposure on Amyotrophic Lateral Sclerosis Disease ProgressionPietro Bosoni, Irene Aiello, Umberto Manera, Marta Gromicho, Inês Alves, Barbara Di Camillo, Mamede de Carvalho, Adriano Chiò, Riccardo Bellazzi, Arianna Dagliati. 184-189 [doi]
• Improving Clinical Report Classification with Sentence Boundary DetectionLivia Lilli, Stefano Patarnello, Nikola Dino Capocchiano, Carlotta Masciocchi, Mario Santoro. 190-196 [doi]
• IPROPS - Iterative Prompt Refinement for Optimizing Privacy-Preserving Synthetic Data GenerationNina Freise, Marius Heitlinger, Ruben Nuredini, Gerrit Meixner. 197-208 [doi]
• Privacy Preservation Embedding-Based Clustering for Population Stratification Using Large Language ModelsReem Al-Saidi, Ziad Kobti, Thorsten Strufe. 209-215 [doi]
• Active Learning for Medical Text Classification: Insights from Ophthalmology and Broader Medical DomainsLuay Abdeljaber, Naif Alatrush, Sultan Alsarra, Mahrusa Billah, Afraa Alshammari, Latifur Khan. 216-227 [doi]
• Time-Series Patient-Reported Data and LSTM Predicting Hospital Utilisation During ChemotherapyZuzanna Wójcik, Vania Dimitrova, Lorraine Warrington, Galina Velikova, Kate Absolom, Samuel D. Relton. 228-234 [doi]
• Causal machine learning to investigate the effectiveness of vancomycin as the empiric treatment choice in patients hospitalized with community acquired pneumoniaFabrizio Pecoraro, Scott A. Cohen, Mattia Prosperi. 235-242 [doi]
• nnRAG - Incorporating Human-Feedback for Neural Network Driven Similarity Search: A Preliminary Feasibility StudySiva Singireddi, Sarthak Pandey, Rohit Pardasani, Raj Kiran V, Navchetan Awasthi. 243-250 [doi]
• Automated Reddit Data Annotation with Large Language ModelsSai 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 0006. 251-260 [doi]
• P2P-DML: Peer-to-Peer Distributed Machine Learning for Medical Deep Reinforcement LearningFelix Walger, Miriam Chlumsky-Harttmann, Anke Schmeink. 261-267 [doi]
• DKGM: A diffusion knowledge graph model for medication recommendation leveraging medical and drug informationYang Zhao, Pei Wang, Xinghua Shi. 268-279 [doi]
• Anatomically-constrained Near-eye Gaze Tracking and Movement Classification using TransformerYishan Zhong, Jingyan Xu, Benoit Marteau, Shaun Q. Y. Tan, May D. Wang. 280-287 [doi]
• Patient-Centric Hierarchical Federated Learning for Heart Rate PredictionBithi Banik, Debasish Ghose, Yuan Lin, Andrii Shalaginov. 288-294 [doi]
• A Comprehensive PPG-based Dataset for HR/HRV StudiesJingye Xu, Yuntong Zhang 0001, Wei Wang 0054, Mimi Xie, Dakai Zhu 0001. 295-303 [doi]
• Effect of Sampling Rate on ECG Deep Learning ClassifiersSristi Dakshit, Sagnik Dakshit, Balakrishnan Prabhakaran 0001. 304-314 [doi]
• A copula approach to modelling dependency patterns in routine vital sign observation timelinessRupert Ironside-Smith, Stuart M. Allen, Beryl Noë, Liam D. Turner. 315-324 [doi]
• Covariates of individual patient vital sign observation timeliness in hospital wardsRupert Ironside-Smith, Stuart M. Allen, Beryl Noë, Liam D. Turner. 325-335 [doi]
• Enhancing Classification and Reasoning Abilities of Large Language Models for Predicting Affect from Ambulatory DataSiddharth Kalyanasundaram, Coralie S. Phanord, Luka L. Ruzic, Roselinde H. Kaiser, Theodora Chaspari. 336-342 [doi]
• A Novel Prompt Engineering Framework of Large Language Models for Detecting Gout FlaresLingfei Qian, Qinhan Hu, Qianqian Xie, Eugenia Yupei Chock, Hua Xu 0001, Hong Na. 343-351 [doi]
• Do LLMs Surpass Encoders for Biomedical NER?Motasem S. Obeidat, Md Sultan Al Nahian, Ramakanth Kavuluru. 352-358 [doi]
• Lab-Ai: Using Retrieval Augmentation to Enhance Language Models for Personalized Lab Test Interpretation in Clinical MedicineXiaoyu Wang, Haoyong Ouyang, Balu Bhasuran, Xiao Luo 0002, Karim Hanna, Mia Liza A. Lustria, Zhe He 0001. 359-368 [doi]
• Static and Dynamic Embedding Approaches to Identify Is-A Relations in SNOMED CTBofan He, Jerry Q. Cheng, Huanying Gu. 369-378 [doi]
• Optimizing Contingency Management with Reinforcement LearningYoung-geun Kim, Mei-Chen Hu, Edward V. Nunes, Sean X. Luo, Ying Liu. 379-387 [doi]
• Collaboration among Multiple Large Language Models for Medical Question AnsweringKexin Shang, Chia-Hsuan Chang, Christopher C. Yang. 388-396 [doi]
• CardioTRAP: Design of a Retrieval Augmented System (RAG) for Clinical Data in CardiologyPietro Hiram Guzzi, Annamaria Defilippo, Nicola Procopio, Albino Trapuzzano, Giovanni Canino, Patrizia Vizza, Sabato Sorrentino, Ciro Indolfi, Pierangelo Veltri. 397-405 [doi]
• Temporal Patterns of Electronic Health Record Use by Healthcare Teams: Associations with Patient OutcomesYubo Feng, You Chen. 406-413 [doi]
• Video-Based Human-Object Interaction Analysis for Patient Behavioral MonitoringMostafa Habibi, Zeinab Delaram, Mehrdad Nourani, Dennis H. Sullivan. 414-422 [doi]
• TBPGen: Total Body Photography Generator and AI-Driven Detection of Multiple Skin LesionsErtugrul Sagdic, Sinan Kockara. 423-431 [doi]
• CoRPA: Adversarial Image Generation for Chest X-rays Using Concept Vector Perturbations and Generative ModelsAmy Rafferty, Rishi Ramaesh, Ajitha Rajan. 432-443 [doi]
• Incremental Open Source Architecture Supporting a High Availability National PACSRui Jesus 0002, Tibério Baptista, Eduardo Pinho, Luís Bastião Silva, Carlos Costa 0001. 444-451 [doi]
• SurgiGard: Surgical Instrument Handover Graph-Based Supervision and Robust DetectionKaterina Katsarou, Amira Mouakher, Paul Chojecki, David Przewozny, Detlef Runde, Sebastian Bosse. 452-461 [doi]
• Thought Graph: Balancing Specificity and Uncertainty in LLM-Based Gene Set AnnotationKyle Cox, Gang Qu, Chi-Yang Hsu, Jiawei Xu 0006, Yingtong Zhou, Zhen Tan 0001, Mengzhou Hu, Tianlong Chen 0001, Ziniu Hu, Zhongming Zhao, Ying Ding 0001. 462-470 [doi]
• Privacy-by-design GEN-RWD Sandbox for Distributed Multicentric Data Analysis in Healthcare: The Proxy ModuleLeonardo Nucciarelli, Benedetta Gottardelli, Andrada Mihaela Tudor, Mauro Vallati, Erica Tavazzi, Stefania Orini, Roberto Gatta, Giovanni Arcuri, Andrea Damiani. 471-477 [doi]
• A cardiovascular modeling framework for enabling personalized healthcare : A Digital Twin ApproachAdithya Balasubramanyam, Rhian Manwani, Diya Kalyanpur, Preethi Basoor Basavaraju, Sanjay Varma Padmaraju, Prasad B. Honnavalli. 478-489 [doi]
• Modelling A Digital Twin of The Human Gut Microbiome Towards Precision Medication: A Data Driven ApproachAdithya Balasubramanyam, Yashas Balasubramani, Ujwal Dinesh Jain, Harikeshav Shekar, Nikitha Yangala, Prasad B. Honnavalli. 490-500 [doi]
• Developing Switching Mechanism to Address Challenging Subjects in Sleep Stage ScoringRyuhei Kawabata, Kazumasa Horie, Philippe Lalanda, Hiroyuki Kitagawa. 501-507 [doi]
• BEAT - An Agile Design Framework for Telemedicine in HypertensionMatteo Mantovani 0001, Denise Cosolo, Francesco Pio Anzillotti, Cristiano Fava, Pietro Minuz, Carlo Combi. 508-518 [doi]
• Development Process of an Interdisciplinary Framework to Approach Data and Information Problems in Healthcare - Preliminary ResultsElisabeth Veronica Mess, Andreas Halbritter, Viktor Werlitz, Julia Krumme, Dominik Merli, Frank Kramer 0001, Alexandra Teynor. 519-530 [doi]
• MLM4SynMed: Masked Language Modelling for Synthetic Free-text Medical Records GenerationSamuel Belkadi, Libo Ren, Nicolo Micheletti, Lifeng Han, Goran Nenadic. 531-542 [doi]
• Optimizing Pediatric Emergency Care Experience for Patients with Autism Spectrum DisorderZiying Tang, Jennifer Kouo, Theodore Kouo, Joshua Nicholas Betz, Jinjuan Heidi Feng. 543-552 [doi]
• Assessing AI Explainability: A Usability Study Using a Novel Framework Involving CliniciansMohammad Golam Kibria, Lauren Kucirka, Javed Mostafa. 553-564 [doi]
• Exploring the Benefits of a Multi-Technology Exergaming Platform for Physical and Emotional Well-Being in Older AdultsChristos Goumopoulos. 565-575 [doi]
• Leveraging Expert Input for Robust and Explainable AI-Assisted Lung Cancer Detection in Chest X-raysAmy Rafferty, Rishi Ramaesh, Ajitha Rajan. 576-587 [doi]
• What to consider when developing a new molecular HIV surveillance tool: Perspectives of key stakeholders working in HIV prevention and treatmentShantrel S. Canidate, Hannah R. Gracy, Sean McIntosh, Yiyang Liu, Rebecca Fisk-Hoffman, Shannon Rich, Carla Mavian, Robert L. Cook 0002, Mattia Prosperi, Marco Salemi. 588-597 [doi]
• A Gamified Approach for Alcohol Use Disorder Therapy in Virtual Reality: A Randomized TrialVeronika Landhäußer, Alexander Bazhanov, Bernd Lenz, Kornelius Kammler-Sücker, Robert Prager Loos, Agnieszka Chojnowska, Gerrit Meixner. 598-609 [doi]
• Integrating Smart Health Home™ Technologies into Healthcare: A Comprehensive Umbrella Review of Usage, Effectiveness, and Future DirectionsJing Wang, Yijiong Yang, Buna Bhandari, Dan Song, Chengdong Li, Lisa B. Hightow-Weidman. 610-617 [doi]
• WearableMil: An End-to-End Framework for Military Activity Recognition and Performance MonitoringBarak Gahtan, Shany Funk, Itay Ketko, Einat Kodesh, Tsvi Kuflik, Alex M. Bronstein. 618-623 [doi]
• Automated Posture Assessment for Non-specific Low Back Pain from 2D ImagesKeisuke Suzuki, Shuhei Noyori, Yuki Kosaka, Takuya Ibara, Koji Fujita, Akimoto Nimura. 624-629 [doi]
• Privacy in Italian Clinical Reports: A NLP-Based Anonymization ApproachGiovanni Paolo Tobia, Stefano Patarnello, Carlotta Masciocchi, Camilla Nero, Marco Carlo Passarotti, Giovanni Moretti, Antonio Marchetti, Giovanni Arcuri, Livia Lilli. 630-635 [doi]
• Through the Looking-Glass: The Current AI Landscape in German Hospitals from a Cybersecurity PerspectivePatrizia Heinl, Andrea-Julia Reichl-Streich, Hans-Joachim Hof. 636-647 [doi]
• NSCLC histological subtype classification from CT scans using generalist 3D medical foundation modelsFatih Aksu, Fabrizia Gelardi, Arturo Chiti, Paolo Soda. 648-653 [doi]
• Interpretable Cancer Staging Using Knowledge Elicitation in Large Language ModelsYeawon Lee. 654 [doi]
• Gradient-Based Reconciliation of Fairness and Performance in Healthcare AIXiaoyang Wang. 655 [doi]
• Artificial Intelligence-Based Risk Prediction of Coronary Ostial Obstruction After Transcatheter Aortic Valve Replacement in Bicuspid PopulationTingting Yang 0007. 656 [doi]
• On the application of biomedical tools for the clinical study data managementGiuseppe Pezzi. 657 [doi]
• Healthcare data interoperability with Large Language ModelsÁlvaro Riquelme Tornel. 658 [doi]
• Bioengineering for a motion device: application to racewalkers and rehabilitation patientsDanilo Arnone. 659 [doi]
• Internalization of Clinical Engineering Service: the strategy of ASST Spedali Civili di BresciaDiego Pagnoncelli. 660 [doi]
• A Proposal for Automatic Bounding Box Annotation for Object Detection TasksFrancesco Mercaldo, Fabio Martinelli, Mario Cesarelli, Antonella Santone. 661-662 [doi]
• FLIP: A tool for Explainable Federated Learning for Image ProcessingGiovanni Ciaramella, Fabio Martinelli, Antonella Santone, Francesco Mercaldo. 663-664 [doi]
• TALLM: A framework for Text Analysis using Large Language ModelsLuca Petrillo, Fabio Martinelli, Antonella Santone, Francesco Mercaldo. 663-664 [doi]
• Joint Angle Detection through Human Pose Estimation: A ProposalLudovica Ciardiello, Fabio Martinelli, Mario Cesarelli, Antonella Santone, Francesco Mercaldo. 667-668 [doi]
• JAVIS: A Comprehensive AI System Designed for Innovation and Research in HealthcareJavier Aguirre, Won Chul Cha. 669-670 [doi]
• Usability-driven design of medical device APPs for telemonitoring of chronic patientsSilvia Cannone, Noemi Giordano, Marco Knaflitz, Gabriella Balestra. 671-672 [doi]
• A Preliminary Usability Evaluation Study of a Co-Designed Patient Portal for Enhancing Stroke Survivors' Self-ManagementZhiqiang Huo, Timothy Neate, Fara Hamidi, David Wyatt, Sophie Rowland-Coomber, Martin Chapman, Charles Wolfe, Iain James Marshall, Vasa Curcin. 673-674 [doi]
• A Novel Solution for the Integration and Management of Clinical Data in Surgery ProcedureAldo Chianello, Aurora Delfino, Danilo Lofaro, Pietro Hiram Guzzi, Pierangelo Veltri, Michele Di Dio, Patrizia Vizza. 675-676 [doi]
• Intelligent Perfect Pose and Health Analysis in Sports and FitnessMark Garcia, Jasper Liu, Omar Cruz, Minh Nhat Doan, David Lam, Kenji Longid, Heng Wu. 677-678 [doi]
• Building an Ethics Assurance Case for an Algorithmic Deprescribing Decision Support SystemMichael O'Connor. 679-680 [doi]
• Optimizing Image Preprocessing for Deep Learning-Based Aortic Root Segmentation in TAVR AssessmentTingting Yang 0007, Guangyu Zhu, Jian Yang. 681-682 [doi]
• De-identifying Clinical Texts using Biomed-Clinical BERTs and Comprehensive Risk AssessmentDhivin Shaji, Angel Paul, Lifeng Han, Warren Del-Pinto, Goran Nenadic, Suzan Verberne. 683-684 [doi]
• Benchmarking Feature Extractors for Prostate Cancer Detection Using Graph Attention Networks: A Focus on Foundation ModelsHafsa Akebli, Vincenzo Della Mea, Kevin Roitero. 685-686 [doi]
• Implementation of a Modular MIoT Platform for Real-Time Vital Sign MonitoringJonas Arnesen, August Elvevold, Debasish Ghose, Yuan Lin. 687-688 [doi]
• Addressing Current Unmet Clinical Needs by Co-Designing a Novel Web Interface for Decision Support in Pediatric Type 1 DiabetesLuca Cossu, Giacomo Cappon, Elisa Pellizzari, Annalisa Deodati, Riccardo Schiaffini, Stefano Cianfarani, Giovanni Sparacino, Andrea Facchinetti. 689-690 [doi]
• Representation Is All We Need: Performance and Fairness of Google X-ray Foundation Model Representations - A Preliminary StudyGebreyowhans H. Bahre, Hassan Hamidi, Andrew B. Sellergren, Leo Anthony Celi, Francesco Calimeri, Laleh Seyyed-Kalantari. 691-692 [doi]
• On the Role of Negative Feedback in Physiological SystemsRita Granata, Anna Procopio, Annarita Tedesco, Giuseppe Cesarelli, Carlo Ricciardi, Francesca Angelone, Alfonso Maria Ponsiglione, Alessio Merola, Carlo Cosentino, Maria Romano, Francesco Amato 0001. 693-694 [doi]
• Epidemic Modelling Frameworks for Studying Infectious Disease DynamicsDaniele Baccega, Marco Beccuti, Simone Pernice, Irene Terrone. 695 [doi]
• Large Language Models in Healthcare: Prompt Engineering CompetitionPrimoz Kocbek, Lucija Gosak, Gregor Stiglic. 696 [doi]
• Digital Phenotyping: Making Sense of Longitudinal Health DataAarti Sathyanarayana, Amanda Glime. 697-698 [doi]
• Multidimensional Analysis of Specific Language Impairment Using Unsupervised Learning Through PCA and ClusteringNiruthiha Selvanayagam. 699-707 [doi]
• Privacy-Preserving Analysis of Wearable Device Data for Monitoring Health RisksYue Xu, Sirihaasa Nallamothu, Cory Culbertson, Haohan Wang. 708-715 [doi]
• A Real-Time COPD Exacerbation Detection Algorithm Using multi-morbid symptom diaries: Insights from a Multi-Site StudyAgni 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. 716-724 [doi]
• An Explainable AI Approach for Periodontitis Severity Classification from Intraoral ImagesFrancesca Angelone, Alessandra Franco, Noemi Pisani, Rita Granata, Luca Lavorgna, Mario Sansone, Francesco Amato 0001, Alfonso Maria Ponsiglione. 725-730 [doi]
• Scalogram Image-Based Texture Features for Robust Epileptic Seizure Detection Under Noisy ConditionsAdithya Rajnarayanan, Ritika Jain. 731-738 [doi]
• Correlation and Causal Analysis of Occupational Health Data in the Maritime DomainPatrizia Quaranta, Roberto Pietrantuono, Giuseppe Cascone. 739-744 [doi]