| 2025 | MindMap: ML-Based Mapping of the Progression of Alzheimer's Disease Using Human Expression as a Behavioral Biomarker. | Soumik Chemudupati |
| 2025 | Evaluation of Client Participation on Federated Learning Scenario for Chest X-Ray Imaging. | Carlos Fernandez del Cerro, Manuel Desco, Mnica Abella |
| 2025 | Circadian Stability via Accelerometer in People with Dementia: A DARK.DEM Proof-of-Concept. | Valentina Casadei, Monica Patrascu, Line Iden Berge, Sunniva Vibe Skagen, Kjersti Nadreskar, Kamilla Haugland |
| 2025 | Automating Tissue Segmentation and Quantification for Wound Healing Assessment. | Rafaela Carvalho, Ana Filipa Sampaio, Maria Joo M. Vasconcelos |
| 2025 | Deep Learning-Based Models for Sickle Cell Anemia Characterization in Retinal Fundus Images. | L. Carrasco, L. Ramos, Noelia Barreira, lvaro S. Hervella, Lina H. Raffa |
| 2025 | Is Fine-Tuning Useful in EHR-Based Prediction Models? a Use Case on Mortality Prediction with Longitudinal Data from Spanish (SIDIAP) and UK (CPRD) Populations Aged Over 65 Years. | Lucia A. Carrasco-Ribelles, Margarita Cabrera-Bean, Albert Prats-Uribe, Sara Khalid, Concepcin Violn |
| 2025 | Transformative Deep Learning Modular Segmentation for Dental Panoramic Radiographs. | Jos Andery Carneiro, Breno Guerra Zancan, Camila Tirapelli, Camila Porto Capel, Eliana Dantas Costa, Hugo Gata-Araujo, Jos Augusto Baranauskas, Alessandra Alaniz Macedo |
| 2025 | FairMed-FL: Federated Learning for Fair and Unbiased Deep Learning in Medical Imaging. | rica Peters do Carmo, Caetano Traina Jr., Agma J. M. Traina |
| 2025 | A Comparison of Open Source Deep Learning Based Models for Automatic Tumor Segmentation in Radiotherapy Planning of Glioblastoma Multiforme Adult Patients. | Gloria Campos, Maria Beser-Robles, Jaime Castell-Malonda, Luis Mart-Bonmat, Christian Mata, Montserrat Carles |
| 2025 | Designing Feedback Stimuli in Neurofeedback: Preliminary Requirements from Experts and Users. | Danpeng Cai, Emily Groves, Lara Dfayes, Adrian Naas, Nicolas Gninenko, Payam S. Shabestari, Nicolas Henchoz, Tobias Kleinjung, Andreas Sonderegger, Patrick Neff, Delphine Ribes Lemay |
| 2025 | High-Performance Computing-Driven Gene Co-Expression Network Analysis for Biomarkers Discovery in Soft Tissue Sarcomas. | Marc Ros Cadenas, Aurelio Lpez-Fernndez, Francisco Antonio Gmez Vela, Juan Antonio Ortega, Inmaculada Rincn Prez |
| 2025 | Eye-Tracking in Digital Pathology: A Vendor-Agnostic Platform for Standardized and Reproducible Eye-Tracking Studies. | Vinzent Bcheler, Daniel Hieber, Maximilian Karthan, Nicola Jungbck, Moritz Dinser, Christofer Pohl, Rdiger Pryss, Friederike Liesche-Starnecker, Johannes Schobel |
| 2025 | Automatic Prompt Generation for Zero-Shot Single Object Frame Segmentation in Videos Using Classification Models: A Polyp Case Study. | Hanna Borgli, Michael A. Riegler, Hkon Kvale Stensland, Pl Halvorsen |
| 2025 | Computational Models for Patient Stratification in Urologic Cancers - Creating Robust and Trustworthy Multimodal AI for Health Care. | Antonios Billis, Alessa Hering, Lili Jiang, Cora Meyer, Lisa Adams, Renato Cuocolo, Alexander Lser, Jawed Nawabi, Keno K. Bressem |
| 2025 | Generative Adversarial Networks for Synthetic Longitudinal Electronic Health Records Enabling Cardiovascular Digital Twins. | Amanda Bertgren, Fredrik hberg, Paolo Soda, Ulf Nslund, Patrik Wennberg, Christer Grnlund |
| 2025 | Remote Monitoring of Rehabilitation Exercises Through Motion Assessment. | Ilaria Basile, Giovanna Sannino |
| 2025 | An Embedding-Based Machine Learning Solution for Medical Concept Mapping. | Vicente Barros, Raquel Paradinha, Joo Rafael Almeida, Jos Lus Oliveira |
| 2025 | CNN Ensembles for Nuclei Instance Segmentation in OED Histological Images. | Adriano Barbosa-Silva, Jose E. B. Apumayta, Thana A. A. Tosta, Alessandro Santana Martins, Domingos Lucas Latorre de Oliveira, Leandro Alves Neves, Paulo Rogrio de Faria, Marcelo Zanchetta do Nascimento |
| 2025 | Deep Learning Approach for Aortic Valve Localization, Detection and Segmentation in Computed Tomography Volumes. | Rubn Omar Azuara-Domnguez, Jimena Olveres, Boris Escalante-Ramrez, Enrique Vallejo |
| 2025 | Harnessing Generative Llms to Detect and Explain Suicidal Ideation in Brazilian Portuguese Texts. | Joo Pedro Cavalcanti Azevedo, Adonias Caetano de Oliveira, Francisco Silva, Luciano R. Coutinho, Ariel Soares Teles |
| 2025 | Can Foundation Models Really Segment Tumors? A Benchmarking Odyssey in Lung CT Imaging. | Elena Mulero Ayllon, Massimiliano Mantegna, Linlin Shen, Paolo Soda, Valerio Guarrasi, Matteo Tortora |
| 2025 | Deep Learning Approaches to Assessing University Students' Health-Related Quality of Life: A Comparative Study of MLP and GNN. | Jos Luis vila-Jimnez, Manuel Rich-Ruiz, Francisco J. Rodrguez-Lozano, Vanesa Cantn-Habas, Sebastin Ventura |
| 2025 | A Multi-Region Framework for Alzheimer's Disease Classification Based on Displacement Vector Field Statistics and Jacobian Determinants. | Leandro Prado de Andrade, Mario Augusto de Souza Lizier, Ricardo Jos Ferrari |
| 2025 | Pupil Size Derived Features Improve the Accuracy of Eye-Tracker Based MCI Classification. | Sami Andberg, Hasnain Ali Shah, Sanna Hannonen, Virve Krkkinen, Kai Kaarniranta, Anne M. Koivisto, Roman Bednarik |
| 2025 | A Multi-Objective Optimization Framework for Compound Weights in Divergent Wave Ultrasound Imaging. | Zahraa Alzein, Daniele D. Caviglia |