Georg Langs

5 papers · 2010–2026 · 4 venues · across top CS/AI venues

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Achievements

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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10) 🌍 Conference Polyglot · Bronze

🏆 Keyword Champion 🧭 Keyword Pioneer 📈 Trend Setter

Venues

MIDL (2) CVPR (1) MICCAI (1) NeurIPS (1)

Top co-authors

Philipp Seeböck (2) Thomas H. Helbich (1) Anastasia Bartashova (1) Zsuzsanna Bago-Horvath (1) Polina Golland (1) Paul Weiser (1) Yen Y. Tan (1) Alexandra Golby (1) Konstantin Miloserdov (1) Gabriela Supp (1)

Research topics

Healthcare & Medicine (4) Clinical (4) Computer Vision (2) Deep Learning (2) Domain-Specific (2) Learning Types (2) Interdisciplinary (1) Analysis (1) Research (1) Science (1)

Keywords

functional connectivity (1) fmri analysis (1) representation learning (1) contrastive learning (1) few-shot learning (1) multi-instance learning (1) medical imaging (1) vision-language alignment (1) image registration (1) functional brain mapping (1) brain registration (1) language areas (1) functional magnetic resonance imaging (1) visual feature (1) radiology report (1) semantic profile (1) content-based image retrieval (1) longitudinal imaging (1) brain mapping (1) anatomical region (1)

Papers

Chronological Contrastive Learning: Few-Shot Progression Assessment in Irreversible Diseases MIDL 2026 MApLe: Multi-instance Alignment of Diagnostic Reports and Large Medical Images MIDL 2026 Temporal Representation Learning of Phenotype Trajectories for pCR Prediction in Breast Cancer MICCAI 2025 Mapping Visual Features to Semantic Profiles for Retrieval in Medical Imaging CVPR 2015 Functional Geometry Alignment and Localization of Brain Areas NeurIPS 2010