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Ege Soyarar, Reyhan Aydoğan, Berk Buzcu and Davide Calvaresi, Explaining Federated Learning-based Movie Recommendations, in: IEEE MetroXRAINE 2025, Ancona, IEEE, 2025

Nataliia Molchanova, Pedro M. Gordaliza, Alessandro Cagol, Mario Ocampo-Pineda, Po-Jui Lu, Matthias Weigel, Xinjie Chen, Erin S. Beck, Haris Tsagkas, Daniel S. Reich, Anna Stolting, Pietro Maggi, Delphine Ribes, Adrien Depeursinge, Cristina Granziera, Henning Müller and Meritxell Bach Cuadra, Explaining Uncertainty in Multiple Sclerosis Lesion Segmentation Beyond Prediction Errors, 2025

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Federico Spagnolo, Nataliia Molchanova, Mario Ocampo-Pineda, Lester Melie-Garcia, Meritxell Bach Cuadra, Cristina Granziera, Vincent Andrearczyk and Adrien Depeursinge, Exploiting XAI maps to improve MS lesion segmentation and detection in MRI, in: Workshop on Interpretability of Machine Intelligence in Medical Image Computing at MICCAI, 2025

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Mélanie Champendal, Christian Lovis, Henning Müller and Ricardo Teresa Ribeiro, Exploring environmental sustainability of artificial intelligence in radiology: A scoping review (2025), in: European Journal of Radiology

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Elia Pacioni, Francisco Fernández de Vega and Davide Calvaresi, FedGP: Genetic Programming for Evolutionary Aggregation in Federated Learning with non-IID data, in: Applications of Evolutionary Computation: 28th European Conference EvoApplications 2025 Helds as Part of EvoStar 2025, Trieste, Italy, April 23-25, 2025, Trieste, Italy, páginas 419–434, Springer, 2025

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Gianluca Rizzo, Green Operations of SWIPT Networks: The Role of End-User Devices (2025), in: IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING

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Shruti Atul Mali, Nastaran Mohammadian Rad, Henry C. Woodruff, Adrien Depeursinge, Vincent Andrearczyk and Philippe Lambin, Harmonizing CT scanner acquisition variability in an anthropomorphic phantom: A Comparative Study of Image-level and Feature-level Harmonization using GAN, ComBat, and their Combination (2025), in: Plos One

L. Zhang, H. Zhao, S. Qi, H. Bian, Y. Wu, S. Gu, Manfredo Atzori, Henning Müller and Y. Cao, Improving sEMG signals recognition accuracy using 3D compression and broad learning system (2025), in: SIGNAL, IMAGE AND VIDEO PROCESSING, 19:13

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Camille Noirot, Daniel Abler, Laura Haefliger, Styliani Mantziari, Markus Schäfer, Naïk Vietti Violi, Adrien Depeursinge, Clarisse Dromain and Mario Jreige, Integrating MRI and PET/CT Radiomics for Enhanced Survival Prediction in Esophageal Cancer, in: European Congress of Radiology, 2025

Tiago Gonçalves, Anna Hedström, Aurélie Pahud de Mortanges, Xiaoxiao Li, Henning Müller, Jaime S. Cardoso and Mauricio Reyes, Interpretable AI for medical image analysis (2025), in: The MICCAI Society book Series 2025, Chapter 15(315-346)

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Jeremy Baffou, Adrien Depeursinge and Dorina Thanou, Interpretable Regime Trajectories via Generative Graph State-Space Models, in: New Perspectives in Graph Machine Learning NPGML at NeurIPS 2025, 2025

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Henning Müller and Adrien Bertaud, KI-gestütztes Videomonitoring aquatischer Ökosysteme - Chancen, Grenzen und Praxisanforderungen (2025), in: Springer Pfofessional, Wasser Wirtschaft, 115(54-61)

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Lasse Hansen, Christian Wachinger, Marek Wodzinski, Henning Müller, Mikael Brudfors, William M. Wells, Aaron Carass, Reuben Dorent, Alessa Hering and Mattias Heinrich, Learn2Reg 2024: New Benchmark Datasets Driving Progress on New Challenges (2025), in: Melba, Volume 3(775-791)

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Lasse Hansen, Wiebke Heyer, Christoph Grossbröhmer, Frederic Madesta, Thilo Sentker, Wang Jiazheng, Yuxi Zhang, Hang Zhang, Min Liu, Junyi Wang, Xi Zhu, Yuhua Li, Liwen Wang, Daniil Morozov, Nazim Houachine, Joel Honkamaa, Pekka Marttinen, Yichao Zhou, Zuopeng Tan, Zhuoyuan Wang, Yi Wang, Hongchao Zhou, Shunbo Hu, Yi Zhang, Qian Tao, Lukas Förner, Thomas Wendler, Bailiang Jian, Christian Wachinger, Jin Kim, Dan Ruan, Marek Wodzinski, Henning Müller, Tony Chi Wing Mok, Xi Jia, Jinming Duan, Mikael Brudfors, Seyed-Ahmad Ahmadi, Yunzheng Zhu, William Hsu, Tina Kapur, William M. Wells, Alexandra Golby, Aaron Carass, Harrison Bai, Yihao Liu, Perrine Paul-Gilloteaux, Joakim Lindblad, Natasa Sladoje, Andreas Walter, Junyu Chen, Reuben Dorent, Alessa Hering and Mattias Heinrich, Learn2Reg 2024: New Benchmark Datasets Driving Progress on New Challenges (2025), in: Hansen et al. 2025 / Melba Journal - Machine Learning for Biomedical Imaging, Volume 3

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Mohammadreza Amirian, Arthur Chevalley, Vincent Andrearczyk, Ran Klein, Robert DeKemp, Eric Moulton, Christel H. Kamani, John O. Prior, Mario Jreige and Adrien Depeursinge, Left Ventricle Segmentation in Dynamic 82Rb PET/CT Using Deep Convolutional Neural Networks, Annual Congress of the European Association of Nuclear Medicine (EANM), 2025

Abdullah Binjos, Grégory Mermoud, Guo Baoling, Jérémie Vianin, Julien Pouget and David Wannier, LEVERAGING LARGE LANGUAGE MODELS FOR A RESILIENT ELECTRICITY SUPPLY SYSTEM (2025), in: CIRED 2025 Conference:Paper 983(1–5)

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Kudaibergen Abutalip, Numan Saeed, Fadillah Maani, Ikboljon Sobirov, Vincent Andrearczyk, Adrien Depeursinge and Mohammad Yaqub, LEXU: Learning from Expert Disagreement for Single-Pass Uncertainty Estimation in Medical Image Segmentation, in: International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2025

Ege Soyarar, Reyhan Aydoğan, Berk Buzcu and Davide Calvaresi, LLM-based Evaluation Methodology of Explanation Strategies, 2025

Henning Müller, Ao Ma, Zhiyuan Li, Zhuonan Liang, Tiancheng Gu, Jianan Fan, Jieting Long and Weidong Cai, LLM-Enhanced Information Mining for Medical Visual Question Answering, Workshop on Large Language Model Using Multi-modal Data for User Modeling, Sydney, Australia, 2025. (2025), in: WWW '25: The ACM Web Conference 2025(2297-2305)

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Daphné Faist, Silvano Gnesin, Siria Medici, Alysée Khan, Marie Nicod Lalonde, Niklaus Schaefer, Adrien Depeursinge, Maurizio Conti, Joshua Schaefferkoetter, John O. Prior and Mario Jreige, Lung lesion detectability on images obtained from decimated and CNN-based denoised [18F]-FDG PET/CT scan: An observer-based study for lung-cancer screening (2025), in: European Journal of Nuclear Medicine and Molecular Imaging

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Caterina Tartari, Fabio Porões, Sabine Schmidt, Daniel Abler, Thomas Vetterli, Adrien Depeursinge, Clarisse Dromain and Naïk Vietti Violi, MRI and CT radiomics for the diagnosis of acute pancreatitis (2025), in: European Journal of Radiology Open, 14

Henning Müller and Marek Wodzinski, Multi-Class Segmentation of Aortic Branches and Zones in Computed Tomography Angiography: The AortaSeg24 Challenge (2025), in: Arxiv

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Bogdan Ionescu, Henning Müller, Alexandra-Georgiana Andrei, Yuri Prokopchuk, Liviu Daniel Stefan, Mihai Gabriel Constantin, Mihai Dogariu, Kovalev Vassili, Hendrik Damm, Asma Ben Abacha, Alba García Seco de Herrera, Christoph M. Friedrich, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Cynthia Sabrina Schmidt, Tabea M. G. Pakull, Benjamin Bracke, Obioma Pelka, Yim Wen-Wai, Steven A. Hicks, Vajira Thambawita, Pal Halvorsen, Cécile Macaire, Didier Schwab, Martin Potthast, Maximilian Heinrich and Benno Stein, Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications ECIR 2025 (2025), in: Lecture Notes in Computer Science, vol 16089. Springer, Cham., 16089(290-314)

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Hendrik Damm, Tabea M. G. Pakull, Helmut Becker, Benjamin Bracke, Bahadir Eryilmaz, Louise Bloch, Raphael Brüngel, Cynthia S. Schmidt, Johannes Rückert, Obioma Pelka, Henning Schäfer, Ahmad Idrissi-Yaghir, Asma Ben Abacha, Alba G. Seco de Herrera, Henning Müller and Christoph M. Friedrich, Overview of ImageCLEFmedical 2025 – Medical Concept Detection and Interpretable Caption Generation (2025), in: CEUR-WS.org/Vol-4038 - CLEF 2025 Working Notes, 4038:Paper 170

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Alexandra-Georgiana Andrei, Mihai Gabriel Constantin, Mihai Dogariu, Liviu-Daniel Stefan, Yuri Prokopchuk, Vassili Kovalev, Henning Müller and Bogdan Ionescu, Overview of ImageCLEFMedical 2025 GANs Task: Training Data Analysis and Fingerprint Detection (2025), in: CLEF 2025 Working Notes, 9 – 12 September 2025, Madrid, Spain / coeur-ws.org, 4038(paper 169)

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Amy Liffey and René Schumann, Poster Abstract: Architecture of perception for Behaviour-driven Demand Modelling, Aachen, ACM SIGEnergy Energy Informatics Review, 2025

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Noémie Jeannin, Alejandro Pena-Bello, Jérémy Dumoulin, David Wannier, Christophe Ballif and Wyrch. Nicolas, Potential for EV Charging from PV: A Geographic Assessment (2025), in: CIRED 2025 Conference:Paper 884(1-5)

Matej Vitek, Darian Tomašević, Abhijit Das, Sabari Nathan, Gökhan Özbulak, Gözde Ayşe Tataroğlu Özbulak, Jean-Paul Calbimonte, André Anjos, Hariohm Bhatt, Dhruv Premani, J. Chaudhari, C. Wang, J. Jiang, C. Zhang, Q. Zhang, I. I. Ganapathi, Shah Syed Ayaz Ali, D. Velayudan, M. Assefa, N. Werghi, Z. A. Daniels, L. John, R. Vyas, J. N. Khiarak, T. A. Saeed, M. Nasehi, A. Kianfar, M. P. Panahi, G. Sharma, P. R. Panth, R. Ramachandra, A. Nigam, U. Pal, P. Peer and V. Štruc, Privacy-enhancing Sclera Segmentation Benchmarking Competition: SSBC 2025, in: 2025 IEEE International Joint Conference on Biometrics (IJCB), páginas 1--13, IEEE, 2025

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Danielle Keane, Jean-Paul Calbimonte, Ewa Pawłowska, Angelos P. Kassianos, Joan C. Medina, João Gregório, Maria Serra-Blasco, Aleksandar Celebic, Antonio Di Meglio, Babak Asadi-Azarbaijani, Claire Foster, Claire L. Donohoe, Allini Mafra, Claudine Backes, Cristian Ochoa-Arnedo, Derya Gezer, Gamze Bozkul, Emel Taşvuran Horata, Esra Özkan, Gillian Prue, Gökçe İşcan, Gül Dural, Gülcan Bahçecioğlu, Filiz Ersöğütçü, Guna Bērziņa, Hicran Bektas, Ines- Vaz-Luis, Izidor Mlakar, João Rocha-Gomes, Mairead O’Connor, Maria Inês Clara, Maria Karekla, Marte Hoff Hagen, Merve Saniye İmançer, Oğulcan Çöme, Vildan Mevsim, Nilay Aksoy, Rui Miguel Martins, Sıdıka Ece Yokuş, Sule Biyik Bayram, Aysun Akçakaya Can, Tânia Brandão, Mohamad M. Saab, Nuray Bayar Muluk, Zeynep Yıldırım, Ioana R. Podina, Songül Karadağ, Sevilay Erden, Remziye Semerci, Aydanur Aydin, Maximos Frountzas, Şengül Üzen Cura, Aydın Ruveyde, Antonios Billis, Jean Calleja-Agius, Katarina Vojvodic, Poonam Jaswal, Eda Sahin and Sophie and Hegarty Ilgaz, Ayşegül and Pilleron, Protocol for an umbrella review of systematic reviews evaluating the efficacy of digital health solutions in supporting adult cancer survivorship care (2025), in: PLOS One, 20:5(e0322100)

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Vincent Grèzes, Riccardo Bonazzi, Sherine Seppey and Sandra Grèzes, Quadruple Helix Open-Innovation Methodology for Sustainable Development Goals: A Case Study with an Association for Circular Economy in Switzerland, World Open Innovation Conference, WOIC 2025, 2025

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Loïc Maréchal, Quantum Technologies: Trends and Implications for Cyber Defence, capítulo Investment Trends in Quantum Computing, Springer Nature, 2025

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Eloise Sychold, Clemence de Cournuaud, Nicolas Danthez, Rémy Kinj, Véronique Vallet, Maud Gondre, Andreas Hottinger, Vincent Andrearczyk, Vincent Dunet, Adrien Depeursinge and Luis Schiappacasse, RDTA-08 MULTI-SEQUENTIAL STEREOTACTIC RADIOSURGERY (SRS) FOR BRAIN METASTASES: 10-YEAR EXPERIENCE FROM THE CHUV (LAUSANNE, SWITZERLAND) BRAIN METASTASIS CLINIC (2025), in: Neuro-Oncology Advances, 7:Supplement_2(ii26-ii26)

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Line Pillet, Emmanuel Fragnière and Sherine Seppey, Research at the Crossroad of Finance, Marketing and Operations for Sustainable, capítulo Combining the Quintuple Helix with a SPINS quest to shape governance from a multi-stakeholder perspective: The example of susta, páginas 228, edited by Giuseppe Catenazzo, Mélanie Florence Boninsegni, Emmanuel Fragnière, Sajal Kabiraj, Vedran Milojica, Aleksandra Zaj, 2025

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Federico Bolelli, Luca Lumetti, Lisheng Wang, Marek Wodzinski, Henning Müller, Klaus Maier-Hain, Bram van Ginneken and Costantino Grana, Segmenting the Inferior Alveolar Canal in CBCTs Volumes: The ToothFairy Challenge (2025), in: IEEE Transactions on Medical Imaging, Volume 44, Issue : 4, Arpil 2025(1890-1906)

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Federico Del Pup, L. F. Tshimanga, A. Zanola, L. Taffarello, E. Tentori and Manfredo Atzori, Self-Supervised Representation Learning for EEG-Based Detection of Neurodegenerative Diseases (2025), in: APPLIED SCIENCES, 15:24(13275--13275)

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Laura Finarelli, Maoquan Ni, Michela Meo, Falko Dressler and Gianluca Rizzo, Sharing is Caring: Analysis of Hybrid Network Sharing Strategies for Energy Efficient Multi-Operator Cellular Systems (2025), in: IEEE MSWiM 2025

Ismael Jaggi, Sebastien Eyholzer, Luc Faudeil, Alain Duc and Michael Schumacher, Shift Planning Optimization in Regional Home Care Services in Switzerland, in: AI days HES-SO '25, Geneva, Switzerland, 2025-01-27, 2025-01-29, páginas 6, 2025

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Vincent Grèzes, Sandra Grèzes and Luisa Ehrenzeller, Shifting Gears: A Position Paper on Sustainable Tourism Mobility through Service Design, DeutschenGesellschaft für Tourismuswissenschafte (DGT), 28. Jahrestagungder DeutschenGesellschaft für Tourismuswissenschafte (DGT), 2025

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Jakub Mlynar, Space, hands and gaze: Pointing as a resource for narrative, in: Compendium of Papers of the Prague Visual History and Digital Humanities Conference 2025 (PRAVIDCO 2025), Prague, Matfyzpress, 2025

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Gözde Ayşe Tataroğlu Özbulak, Yash Raj Shrestha and Jean-Paul Calbimonte, STKGNN: Scalable Spatio-Temporal Knowledge Graph Reasoning for Activity Recognition, in: Proc. of the 34th ACM International Conference on Information and Knowledge Management CIKM, páginas 2853--2862, ACM, 2025

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Jakub Mlynar, Jiri Kocian, Hryhorii Maliukov and Karin Roginer Hofmeister, Story alteration in oral history retellings: Methods of comparative work (2025), in: Narrative Inquiry, 35:2(315–336)

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