1. Research
  2. Publications
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Publications

Conference

Vargas, Luisa; Poeta, E; Cerquitelli, Tania; Baralis, Elena; Zuluaga, Maria A

MedOpenSeg: Open-world medical segmentation with memory-augmented transformers

BMVC 2025, 36th British Machine Vision Conference, 24-27 November 2025, Sheffield, UK
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BIBTEX

Conference

Guzzi, Lisa; Zuluaga, Maria A; Taiello, R.; Lareyre, F.; Di Lorenzo, G.; Goffart, S.; Chierici A.; Raffort-Lareyre, J; Delingette, H.

Regional Hausdorff Distance Losses for Medical Image Segmentation

UNSURE 2025, MICCAI Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 27 September 2025, Daejeon, South Korea
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BIBTEX

Conference

Septiers, V.; Colineaux, J; Sosa-Marrero, C; Le Guévelou, J; Elouahabi, K; Le Bozec, L; De Crevoisier, R; Saint-Jalmes, H; Barateau, A; Zuluaga, Maria A; Acosta, O

A data-driven approach to optimise parameters of a computational digital twin model in response to SBRT on MR-Linac

CMMCA 2025, 4th MICCAI Workshop on Computational Mathematics Modeling in Cancer Analysis, 27 September 2025, Daejeon, Republic of Korea
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BIBTEX

Conference

Septiers, V.; C. Sosa-Marrero, E. Poeta, Chourak, H.; Briens, A.; De Crevoisier; R.; Zuluaga, Maria A; Acosta, O

Explainable prediction of recurrence after prostate cancer radiotherapy using in silico digital twin model and machine learning

DT4H 2025, MICCAI Workshop for Digital Twin in Healthcare, 23 September 2025, Daejeon, Republic of Korea
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BIBTEX

Journal

Poeta, E.; Vargas, Luisa; Falcetta, Daniele; Marciano, Vincenzo; Pastor, E.; Cerquitelli, Tania; Baralis, Elena; MA. Zuluaga, Maria A

Divergence-aware training with automatic subgroup mitigation for breast tumor segmentation

Deep-Breath 2025, 2nd Deep Breast Workshop on AI and Imaging for Diagnostic and Treatment Challenges in Breast Care, 23-27 September, Daejeon, South Korea
Detail
BIBTEX

Conference

Guzzi, Lisa; Zuluaga, Maria A; Lareyre, F.; Di Lorenzo, G.; Goffart, S.; Raffort-Lareyre, J.; Delingette, H.

Automatic segmentation of lower-limb artery on CTA for pre-surgical planning of peripheral artery disease

AMAI 2025, 4th MICCAI Workshop on Applications of Medical Artificial Intelligence, 23 September 2025, Daejeon, Republic of Korea
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Conference

Falcetta, Daniele; Marciano, Vincenzo; Yang, Kaiyuan; Cleary, Jon; Legris, Loic; Rizzaro, Massimiliano D.; Pitsiorlas, Ionnais; Chaptoukaev; Hava; Lemasson, Benjamin; Menze, Bjoern; Zuluaga, Maria A.

VesselVerse: A dataset and collaborative framework for vessel annotation

MICCAI 2025, 28th International Conference on Medical Image Computing and Computer Assisted Intervention, 23-27 September 2025, Daejon, Republic of Korea
Detail
BIBTEX

Conference

Falcetta, Daniele; Chaptoukaev, Hava; Galati, Francesco; Zuluaga, Maria A

One-shot active learning for vessel segmentation

MICCAI 2025, 28th International Conference on Medical Image Computing and Computer Assisted Intervention, 23-27 September 2025, Daejon, Republic of Korea
Detail
Document
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BIBTEX

Poster / Demo

Vellard, Eléa; Charolois-Pasqua, Enzo; Rebboud, Youssra; Lisena, Pasquale; Troncy, Raphaël

Interactive playlist generation from titles

RECSYS 2025, 19th ACM Conference on Recommender Systems, September 22-26, 2025, Prague, Czech Republic
Detail
Document
DOI
BIBTEX

Conference

Rebboud, Youssra

A language model-based playlist generation recommender system

RECSYS 2025, 19th ACM Conference on Recommender Systems, 22-26 September 2025, Prague, Czech Republic
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Document
DOI
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Conference

Burel, Grégoire; Lisena, Pasquale; Daga, Enrico; Troncy, Raphaël; Alani, Harith

ClimateSense at CheckThat! 2025: Combining fine-tuned large language models and conventional machine learning models for subjectivity and scientific web discourse analysis

CLEF 2025, Conference and Labs of the Evaluation Forum, Information Access Evaluation meets Multilinguality, Multimodality, and Visualization, In CheckThat! Lab, 9-12 September 2025, Madrid, Spain
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Document
HAL
BIBTEX

Conference

Wang, Ruiwen; Li, Chong; Appuswamy, Raja

H2O: Holistic Hyper-Parameter Optimization for Large-Scale Deep Neural Network Training

EURO-PAR 2025, 31st International European Conference on parallel and distributed computing, 25-29 August 2025, Dresden, Germany / Also published in "Lecture Notes in Computer Science"
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Conference

Kabadzhov, Ivan Donchev; Mordgado, Jose; Ilic, Aleksandar; Appuswamy, Raja

Open, cross-architecture acceleration of data analytics with SYCL and RISC-V

EURO-PAR 2025, 31st International European Conference on parallel and distributed computing, 25-29 August 2025, Dresden, Germany / Also published in "Lecture Notes in Computer Science"
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BIBTEX

Journal

Buzzega, Giovanni; Conte, Alessio; Guerrini, Veronica; Punzi, Giulia; Rosone, Giovanna; Tattini, Lorenzo

Subsequence-based indices for genome sequence analysis

Open Access Series in Informatics (OASICS), Volume 132 (2025), Article N°20
Detail
Document
DOI
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Conference

Sajan, Akshay; Sluis, Stijn; Haydarlou, Reza; Abeln, Sanne; Lisena, Pasquale; Troncy, Raphaël; Verbeek, Caro; Leemans, Inger; Mouhiba, Halima

Exploring molecular odor taxonomies for structure-based odor predictions using machine learning

Submitted to ArXiV, 11 August 2025
Detail
ARXIV
BIBTEX

Journal

Chatzistefanidis, Ilias; Nikaein, Navid; Leone, Andrea; Maatouk, Ali; Tassioulas, Leandros; Morabito, Roberto; Pitsiorlas, Ioannis; Kountouris, Marios

Applications of artificial intelligence in liver cancer: A scoping review

Submitted to Computer Networks, Artificial Intelligence for Future 6G Systems, Also submitted to ArXiV, 5 August 2025
Detail
ARXIV
BIBTEX

Talk

Zuluaga, Maria A

Dealing with Imperfect Datasets: Vascular Imaging as a Use Case

Invited speaker at Millennium Institute for Intelligent Healthcare Engineering (iHEALTH) Seminar Series, Universidad de Chile, 15 July 2025, Santiago, Chili (Virtual event)
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Conference

Bounoua, Mustapha; Franzese, Giulio; Michiardi, Pietro

Learning to match unpaired data with minimum entropy coupling

ICML 2025, 42nd International Conference on Machine Learning, 13-19 July 2025, Vancouver, Canada
Detail
ARXIV
BIBTEX

Thesis

Bounoua, Mustapha

Harnessing multimodality: Diffusion based generative modeling and information estimation

Thesis
Detail
BIBTEX

Talk

Michiardi, Pietro

MI is all you need: Understanding complex multivariate systems through the lenses of GenAI

EMTECH 2025, Keynote at Workshop on Emerging Technologies for Next-Generation Networks, collocated with IEEE MeditCom 2025, 7 July 2025, Nice, France
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BIBTEX