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| 2025 | Using Large Language Model for Efficient Extraction of Treatment Discontinuation Information - A Study of Online Breast Cancer Community Posts. | Qingyuan Song, Jessie Yang, Ndidiamaka Obi, Congning Ni, Jeremy L. Warner, Qingxia Chen, Lijun Song, S. Trent Rosenbloom, Bradley A. Malin, Zhijun Yin |
| 2025 | Large language models versus static word embeddings to predict Acute Kidney Injury in the Intensive Care Unit: Does context matter? | Rick van Slobbe, Drahomira Herrmannova, Elia Lima-Walton, Ameen Abu-Hanna, Iacopo Vagliano |
| 2025 | Interpretable Early Detection of Parkinson's Disease Through Speech Analysis. | Lorenzo Simone, Mauro Giuseppe Camporeale, Vito Marco Rubino, Vincenzo Gervasi, Giovanni Dimauro |
| 2025 | Automated Movement Examination: Skeleton-Based Human Action Recognition for Cognitive Impairment Detection. | Addul Moeed Siddiqui, Sayda Elmi, Morris Bell |
| 2025 | Reducing Total Fertilization Failure in In-Vitro Fertilization: A Prescriptive Analytics Framework for Controlled Ovarian Stimulation Protocol Recommendations. | Shira Sadot Shaharabani, Tal Shavit, Nadav Rappoport |
| 2025 | Enabling Transcriptome Classification in Micro-cohorts with Pathway-Anchoring and Single-Subject Studies. | Mahdieh Shabanian, Nima Pouladi, Liam S. Wilson, Mattia Prosperi, Yves A. Lussier |
| 2025 | Causal Networks of Infodemiological Data: Modelling Dermatitis. | Marco Scutari, Samir Salah, Delphine Kerob, Jean Krutmann |
| 2025 | Advancing Deep Brain Stimulation: Machine Learning for Intraoperative SubThalamic Nucleus Targeting from MicroElectrode Recordings. | Fabrizio Sciscenti, Valentina Agostini, Laura Rizzi, Michele Lanotte, Marco Ghislieri |
| 2025 | Predicting Length of Stay in Geriatric Patients Using an Ensemble Learning Method. | Mariachiara Savino, Chiara Dachena, Carlotta Masciocchi, Stefania Orini, Roberto Gatta, Stefano Patarnello, Riccardo Rinaldi, Nicola Acampora, Eleonora Meloni, Giovanni Arcuri, Francesco Landi, Graziano Onder, Christian Barillaro |
| 2025 | Upper Limb Movements Simulations with Generative Diffusion Models. | Gabriele Santangelo, Chiara Alessi, Nikolas Sacchi, Giovanna Nicora, Riccardo Bellazzi, Antonella Ferrara, Arianna Dagliati |
| 2025 | LLM-Enriched Finite-State Chatbots for Mental Health Support: A Case Study on Self-Help+. | Leonardo Sanna, Marco Bolpagni, Valentina Fietta, Giorgia Gavioli, Mattia Franzin, Mauro Dragoni, Silvia Gabrielli |
| 2025 | Automated Phenotype-Based Clustering of Clinical Reports Using Large Language Models. | Martina Saletta, Andrea Bombarda, Matteo Bellini, Lucrezia Goisis, Paolo Cazzaniga, Maria Iascone, Domenico Fabio Savo |
| 2025 | Clinical Outcome Measurement Scales: A Domain Ontology and a Use Case for Stroke Rehabilitation. | Lucia Sacchi, Giovanna Nicora, Irene Aprile, Silvana Quaglini |
| 2025 | PTransformer: A Prompt-Based Multimodal Transformer Architecture For Medical Tabular Data. | Yucheng Ruan, Xiang Lan, Daniel J. Tan, Hairil Rizal Abdullah, Mengling Feng |
| 2025 | AI-Powered Care Robots for Compassionate Care: A Value-Sensitive Approach to Humanizing Healthcare. | Elena Ricci, Michele Cardinali, Alberto Pirni |
| 2025 | Preventing Syringe Swap Errors with an Attention-Based CRNN: A Real-Time Mobile AI Solution. | Patrick Reichherzer, Vanessa Restrepo Schild, Ollie Dare, Steven Webster-Edge |
| 2025 | Domain-Adversarial Neural Networks to Explore Biases in the Diagnosis of Multiple Eye Conditions from Fundus Image Data. | Chiara Pullega, Arianna Dagliati, Allan Tucker |
| 2025 | Deep Learning Driven Classification of Echocardiographic Apical Views: An Approach Based on Variational Autoencoders and Multilayer Perceptrons. | Francesco Podda, Edoardo Spairani, Edoardo Bosco, Michela Ferrari, Marco Piastra, Giulia Matrone, Giovanni Magenes |
| 2025 | A SHAP Quotient Game for Explaining Raman Spectroscopy Classification Models. | Marco Piazza, Mauro Passacantando, Marzia Bedoni, Enza Messina |
| 2025 | Quality Assessment and Filtering of HE-Stained Images for Machine Learning Applications. | Daniela Pavlkov, Lucia Piatrikov, Ivan Cimrk |
| 2025 | Generative AI Meets Genomics: VarChat, a RAG-Based Approach for Literature-Driven Variant Summarization. | Federica De Paoli, Silvia Berardelli, Alessia Tudisco, Andrei Blindu, Enea Parimbelli, Susanna Zucca |
| 2025 | Data-Driven Demo Application for Adolescent Mental Health Screening with Decision Support. | Dipendra Pant, Norbert Skokauskas, Bennett L. Leventhal, Thomas Brox Rst, ystein Nytr |
| 2025 | Unsupervised Domain Adaptation for Breast Cancer Detection in a Multi-Scanner Environment: A Case-Study from Norway. | Alba Ordoez, Fredrik A. Dahl, Olav Brautaset, Line Eikvil |
| 2025 | Multi-task Learning on Tabular Health Checkup Data for Prediction of Lifestyle-Related Diseases. | Yuki Oba, Masaru Sanuki, Yukiko Wagatsuma, Taro Tezuka |