Accurate super-resolution low-field brain MRI. - Juan Eugenio Iglesias; Riana Schleicher; Sonia Laguna; Benjamin Billot; Pamela Schaefer; Brenna McKaig; Joshua N. Goldstein; Kevin N. Sheth; Matthew S. Rosen; W. Taylor Kimberly (CoRR, 2022)

ExpLIMEable: A Visual Analytics Approach for Exploring LIME. - Sonia Laguna; Julian N. Heidenreich; Jiugeng Sun; Nilüfer Cetin; Ibrahim Al Hazwani; Udo Schlegel; Furui Cheng; Mennatallah El-Assady (VAHC, 2023)

Deep Generative Clustering with Multimodal Diffusion Variational Autoencoders. - Emanuele Palumbo; Laura Manduchi; Sonia Laguna; Daphné Chopard; Julia E. Vogt (ICLR, 2024)

Beyond Concept Bottleneck Models: How to Make Black Boxes Intervenable? - Sonia Laguna; Ricards Marcinkevics; Moritz Vandenhirtz; Julia E. Vogt (NeurIPS, 2024)

Stochastic Concept Bottleneck Models. - Moritz Vandenhirtz; Sonia Laguna; Ricards Marcinkevics; Julia E. Vogt (NeurIPS, 2024)

Exploiting Interpretable Capabilities with Concept-Enhanced Diffusion and Prototype Networks. - Alba Carballo-Castro; Sonia Laguna; Moritz Vandenhirtz; Julia E. Vogt (CoRR, 2024)

Automatic Classification of General Movements in Newborns. - Daphné Chopard; Sonia Laguna; Kieran Chin-Cheong; Annika Dietz; Anna Badura; Sven Wellmann; Julia E. Vogt (CoRR, 2024)

RadVLM: A Multitask Conversational Vision-Language Model for Radiology. - Nicolas Deperrois; Hidetoshi Matsuo; Samuel Ruipérez-Campillo; Moritz Vandenhirtz; Sonia Laguna; Alain Ryser; Koji Fujimoto; Mizuho Nishio; Thomas M. Sutter; Julia E. Vogt; Jonas Kluckert; Thomas Frauenfelder; et al. (CoRR, 2025)

Beyond Glucose-Only Assessment: Advancing Nocturnal Hypoglycemia Prediction in Children with Type 1 Diabetes. - Marco Voegeli; Sonia Laguna; Heike Leutheuser; Marc Pfister; Marie-Anne Burckhardt; Julia E. Vogt (CoRR, 2025)

Text To 3D Object Generation For Scalable Room Assembly. - Sonia Laguna; Alberto Garcia-Garcia; Marie-Julie Rakotosaona; Stylianos Moschoglou; Leonhard Helminger; Sergio Orts-Escolano (CoRR, 2025)

Measuring Leakage in Concept-Based Methods: An Information Theoretic Approach. - Mikael Makonnen; Moritz Vandenhirtz; Sonia Laguna; Julia E. Vogt (CoRR, 2025)

Uncertainty estimation for trust attribution to speed-of-sound reconstruction with variational networks. - Sonia Laguna; Lin Zhang 031; Can Deniz Bezek; Monika Farkas; Dieter Schweizer; Rahel A. Kubik-Huch; Orcun Goksel (Int. J. Comput. Assist. Radiol. Surg., 2025)

Leveraging the Structure of Medical Data for Improved Representation Learning. - Andrea Agostini; Sonia Laguna; Alain Ryser; Samuel Ruipérez-Campillo; Moritz Vandenhirtz; Nicolas Deperrois; Farhad Nooralahzadeh; Michael Krauthammer; Thomas M. Sutter; Julia E. Vogt (CoRR, 2025)

Interpretable Reward Modeling with Active Concept Bottlenecks. - Sonia Laguna; Katarzyna Kobalczyk; Julia E. Vogt; Mihaela van der Schaar (CoRR, 2025)