PM
Pierre Manceron
cs.CVcs.AIcs.LGcs.CLArtificial intelligenceBlood clot volumeComputed Tomography Angiographyeess.IVFoundation modelsImaging, Three-Dimensional
On Valency
published · living versionsW_f4f3qs6t·v1 · currentpublished
Can Agentic Systems Close the Gap in Radiology with Production AI Tools?
with Aubin Charley, Julien Khlaut, Charles Corbière, Corentin Dancette +1
1 version
Preprints & journals
12 papers in the corpus · 2019–2026RadMatch: Auditable Radiology Report Evaluation via Finding-Level Matching2609.01470v1 · Charles Corbiere, L'eo Machado, Aubin Charley et al.2026 · 0 citationsarXiv
Jolia: Concept-Level Vision-Language Alignment for 3D CT Contrastive Learning2606.24570v2 · Julien Khlaut, Charles Corbiere, Baptiste Callard et al.2026 · 0 citationsarXiv
A Promptable 3D-CT Foundation Model-Based Approach for Pulmonary Embolism.42230969 · Le Floch, K, Ferreres, E, Khlaut, J et al.2026 · 2 citationsCardiovascular and interventional radiology. 2026;49(8):1541-1549
Towards Brain MRI Foundation Models for the Clinic: Findings from the FOMO25 Challenge2604.11679v2 · Asbj\orn Munk, Stefano Cerri, Vardan Nersesjan et al.2026 · 0 citationsarXiv
Curia-2: Scaling Self-Supervised Learning for Radiology Foundation Models2604.01987v1 · Antoine Saporta, Baptiste Callard, Corentin Dancette et al.2026 · 0 citationsarXiv
RadImageNet-VQA: A Large-Scale CT and MRI Dataset for Radiologic Visual Question Answering2512.17396v2 · L'eo Butsanets, Charles Corbiere, Julien Khlaut et al.2025 · 0 citationsarXiv
Curia: A Multi-Modal Foundation Model for Radiology2509.06830v1 · Corentin Dancette, Julien Khlaut, Antoine Saporta et al.2025 · 2 citationsarXiv
RAPS-3D: Efficient interactive segmentation for 3D radiological imaging2507.07730v1 · Th'eo Danielou, Daniel Tordjman, Pierre Manceron et al.2025 · 0 citationsarXiv
RadSAM: Segmenting 3D radiological images with a 2D promptable model2504.20837v1 · Julien Khlaut, Elodie Ferreres, Daniel Tordjman et al.2025 · 2 citationsarXiv
A promptable CT foundation model for solid tumor evaluation.40281056 · Machado, Léo, Alberge, Léo, Philippe, Hélène et al.2025 · 5 citationsNPJ precision oncology. 2025;9(1):121
Efficient Medical Question Answering with Knowledge-Augmented Question Generation2405.14654v1 · Julien Khlaut, Corentin Dancette, Elodie Ferreres et al.2024 · 4 citationsarXiv
Deep learning-based classification of mesothelioma improves prediction of patient outcome.31591589 · Courtiol, Pierre, Maussion, Charles, Moarii, Matahi et al.2020 · 544 citationsNature medicine. 2019;25(10):1519-1525
Career total: 17 works. 12 are in this corpus.
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