Publications
As an academic lab, we emphasize methodological rigor, reproducibility, and evidence generation.
A Technical Report on "Erasing the Invisible": The 2024 NeurIPS Competition on Stress Testing Image Watermarks
Publication date
2026/4/23
Authors
Mucong Ding, Bang An, Tahseen Rabbani, Chenghao Deng, Anirudh Satheesh, Souradip Chakraborty, Mehrdad Saberi, Yuxin Wen, Kyle Sang, Aakriti Agrawal, Xuandong Zhao, Mo Zhou, Mary-Anne Hartley, Lei Li, Yu-Xiang Wang, Vishal Patel, Soheil Feizi, Tom Goldstein, Furong Huang
Federated Modular Clinical Decision Support Networks for Collaborative Learning in Resource-Limited Settings
Publication date
2026/1/21
Authors
Cécile Trottet, Jonathan Doenz, Pierrette M Mastel, Victor P Rwandarwacu, Lameck B Luwanda, Chacha D Mangu, Mark S Iscoe, Rainer Tan, Michael Krauthammer, Alexandra V Kulinkina, Mary-Anne Hartley
Single-Center Evaluation of Meditron—a Large Language Model for Nuclear Medicine Clinical Real-World Scenarios: A Performance Analysis
Publication date
2025/6/1
Authors
Mario Jreige, Giorgia Carra, Niklaus Schaefer, Mary-anne Hartley, Francois Bastardot, Alexandre Sallinen, John Prior, Patric Hagmann, Jean louis Raisaro
Assessment of a Clinical Large Language Model for General Internal Medicine Queries
Publication date
2025/5/14
Authors
SI Cuellar, C Fabrizio, M Altarelli, M Benmachiche, J Regina, V Kraege, T Brahier, R de la Harpe, V Chatzipetrou, G Waeber, D Comte, Y Chocron, T Guffi, C Gerber, D Gachoud, J-L Raisaro, G Carra, F Bastardot, N Boillat-Blanco, M-A Hartley, A Sallinen, M Mean
A gold nanoparticle/peptide vaccine designed to induce SARS-CoV-2-specific CD8 T cells: a double-blind, randomized, phase 1 study in Switzerland
Publication date
2025/4/7
Authors
Juliette Besson, Régine Audran, Maxime Karlen, Alix Miauton, Hélène Maby-El Hajjami, Loane Warpelin-Decrausaz, Loredana Sene, Sylvain Schaufelberger, Vincent Faivre, Mohamed Faouzi, Mary-Anne Hartley, François Spertini, Blaise Genton
Time critical diagnoses and transfers of patients with acute type A aortic dissection in the UK: national audit of current practice
Publication date
2025/3
Authors
Tom Gilbey, Benjamin Milne, Seema Agarwal, Siu‐Wai Choi, Simon Kendall, Joseph E Arrowsmith, Gudrun Kunst, ACTACC Linkperson Network, S Cumming, P Sasidharan, A Idage, W Abid, G Namjoshi, F Flynn, H Singh, D Hume, M Hartley, A Hill, M Lewis, G Ramalingam, E Buckwell, R Abel, M Patteril, M Steven, C Rigg, M Cross, A Darbar, C Yeo, S Ripoll, J Kendall, A Hulme, C Corredor, H Parsons, A Hodek, A Chawla, H Elmahdi, L Szentgyorgi, K Khan, S Law, M Prabhu, D Woodward, A Haines, P Knowles, R Jeeji, H Taman, F Husain, A Allana, S Sandys, D Morrice, A Meraglia
DISCO: A Browser-Based Privacy-Preserving Framework for Distributed Collaborative Learning
Publication date
2025/11/24
Authors
Julien TT Vignoud, Valérian Rousset, Hugo El Guedj, Ignacio Aleman, Walid Bennaceur, Batuhan Faik Derinbay, Eduard Ďurech, Damien Gengler, Lucas Giordano, Felix Grimberg, Franziska Lippoldt, Christina Kopidaki, Jiafan Liu, Lauris Lopata, Nathan Maire, Paul Mansat, Martin Milenkoski, Emmanuel Omont, Güneş Özgün, Mina Petrović, Francesco Posa, Morgan Ridel, Giorgio Savini, Marcel Torne, Lucas Trognon, Alyssa Unell, Olena Zavertiaieva, Sai Praneeth Karimireddy, Tahseen Rabbani, Mary-Anne Hartley, Martin Jaggi
Enhancing Pediatric Asthma Homecare Management: The Potential of Deep Learning Associated with Spirometry-Labelled Data
Publication date
2025/10/2
Authors
Heidi Cleverley-Leblanc, Johan N Siebert, Jonathan Doenz, Mary-Anne Hartley, Alain Gervaix, Constance Barazzone-Argiroffo, Laurence Lacroix, Isabelle Ruchonnet-Metrailler
Performance evaluation of Meditron3-70B in medical coding: Current limitations and integration perspectives for clinical practice
Publication date
2025/10/17
Authors
Coralie Galland-Decker, Muaziza Usenbacher, Christophe Nunes, François Bouche, Giorgia Carra, Noémie Boillat-Blanco, Mary-Anne Hartley, Alexandre Sallinen, Jean Louis Raisaro, François Bastardot
Fully Open Meditron: An Auditable Pipeline for Clinical LLMs
Publication date
2025
Authors
X Theimer-Lienhard, M El-Amin, F Elhassan, S Vaidya, V Cartier-Negadi, ...
Safety and immunogenicity of a synthetic nanoparticle-based, T cell priming peptide vaccine against dengue in healthy adults in Switzerland: a double-blind, randomized, vehicle …
Publication date
2024/1/1
Authors
Alix Miauton, Régine Audran, Juliette Besson, Hélène Maby-El Hajjami, Maxime Karlen, Loane Warpelin-Decrausaz, Loredana Sene, Sylvain Schaufelberger, Vincent Faivre, Mohamed Faouzi, Mary-Anne Hartley, François Spertini, Blaise Genton
Meditron-70b: Scaling medical pretraining for large language models, 2023
Publication date
2023
Authors
Zeming Chen, Alejandro Hernández Cano, Angelika Romanou, Antoine Bonnet, Kyle Matoba, Francesco Salvi, Matteo Pagliardini, Simin Fan, Andreas Köpf, Amirkeivan Mohtashami, Alexandre Sallinen, Alireza Sakhaeirad, Vinitra Swamy, Igor Krawczuk, Deniz Bayazit, Axel Marmet, Syrielle Montariol, Mary-Anne Hartley, Martin Jaggi, Antoine Bosselut
Lung ultrasonography for risk stratification in patients with coronavirus disease 2019 (COVID-19): a prospective observational cohort study
Publication date
2021/12/1
Authors
Thomas Brahier, Jean-Yves Meuwly, Olivier Pantet, Marie-Josée Brochu Vez, Hélène Gerhard Donnet, Mary-Anne Hartley, Olivier Hugli, Noémie Boillat-Blanco
Machine-learning prognostic models from the 2014–16 Ebola outbreak: data-harmonization challenges, validation strategies, and mHealth applications
Publication date
2019/5/1
Authors
Andres Colubri, Mary-Anne Hartley, Matthew Siakor, Vanessa Wolfman, August Felix, Tom Sesay, Jeffrey G Shaffer, Robert F Garry, Donald S Grant, Adam C Levine, Pardis C Sabeti
Investigation of the plasma virome from cases of unexplained febrile illness in Tanzania from 2013 to 2014: a comparative analysis between unbiased and VirCapSeq-VERT high …
Publication date
2018/8/29
Authors
Simon H Williams, Samuel Cordey, Nishit Bhuva, Florian Laubscher, Mary-Anne Hartley, Noemie Boillat-Blanco, Zainab Mbarack, Josephine Samaka, Tarsis Mlaganile, Komal Jain, Valerie d’Acremont, Laurent Kaiser, W Ian Lipkin
Leishmania guyanensis parasites block the activation of the inflammasome by inhibiting maturation of IL-1β
Publication date
2018/1/14
Authors
Mary-Anne Hartley, Remzi O Eren, Matteo Rossi, Florence Prevel, Patrik Castiglioni, Nathalie Isorce, Chantal Desponds, Lon-Fye Lye, Stephen M Beverley, Stefan K Drexler, Nicolas Fasel
Type I interferons induced by endogenous or exogenous viral infections promote metastasis and relapse of leishmaniasis
Publication date
2017/5/9
Authors
Matteo Rossi, Patrik Castiglioni, Mary-Anne Hartley, Remzi Onur Eren, Florence Prével, Chantal Desponds, Daniel T Utzschneider, Dietmar Zehn, Maria G Cusi, F Matthew Kuhlmann, Stephen M Beverley, Catherine Ronet, Nicolas Fasel
Exacerbated leishmaniasis caused by a viral endosymbiont can be prevented by immunization with its viral capsid
Publication date
2017/1/18
Authors
Patrik Castiglioni, Mary-Anne Hartley, Matteo Rossi, Florence Prevel, Chantal Desponds, Daniel T Utzschneider, Remzi-Onur Eren, Haroun Zangger, Livia Brunner, Nicolas Collin, Dietmar Zehn, F Matthew Kuhlmann, Stephen M Beverley, Nicolas Fasel, Catherine Ronet
Leishmaniavirus-Dependent Metastatic Leishmaniasis Is Prevented by Blocking IL-17A
Publication date
2016/9/22
Authors
Mary-Anne Hartley, Eliane Bourreau, Matteo Rossi, Patrik Castiglioni, Remzi Onur Eren, Florence Prevel, Pierre Couppié, Suzanne M Hickerson, Pascal Launois, Stephen M Beverley, Catherine Ronet, Nicolas Fasel
Mammalian innate immune response to a Leishmania-resident RNA virus increases macrophage survival to promote parasite persistence
Publication date
2016/9/14
Authors
Remzi Onur Eren, Marta Reverte, Matteo Rossi, Mary-Anne Hartley, Patrik Castiglioni, Florence Prevel, Ricardo Martin, Chantal Desponds, Lon-Fye Lye, Stefan K Drexler, Walter Reith, Stephen M Beverley, Catherine Ronet, Nicolas Fasel
Presence of Leishmania RNA Virus 1 in Leishmania guyanensis Increases the Risk of First-Line Treatment Failure and Symptomatic Relapse
Publication date
2016/1/1
Authors
Eliane Bourreau, Marine Ginouves, Ghislaine Prévot, Mary-Anne Hartley, Jean-Pierre Gangneux, Florence Robert-Gangneux, Julie Dufour, Dominique Sainte-Marie, Antoine Bertolotti, Francine Pratlong, Ricardo Martin, Frédéric Schütz, Pierre Couppié, Nicolas Fasel, Catherine Ronet
MyD88 and TLR9 dependent immune responses mediate resistance to Leishmania guyanensis infections, irrespective of Leishmania RNA virus burden
Publication date
2014/5/6
Authors
Annette Ives, Slavica Masina, Patrik Castiglioni, Florence Prevel, Melanie Revaz-Breton, Mary-Anne Hartley, Pascal Launois, Nicolas Fasel, Catherine Ronet
Detection of Leishmania RNA Virus in Leishmania Parasites
Publication date
2013/1/10
Authors
Haroun Zangger, Catherine Ronet, Chantal Desponds, F Matthew Kuhlmann, John Robinson, Mary-Anne Hartley, Florence Prevel, Patrik Castiglioni, Francine Pratlong, Patrick Bastien, Norbert Müller, Laurent Parmentier, Nancy Gore Saravia, Stephen M Beverley, Nicolas Fasel