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Computer Science - Machine Learning
MeDiSumQA: Patient-Oriented Question-Answer Generation from Discharge Letters
Amin Dada
,
Osman Alperen Koraş
,
Marie Bauer
,
Amanda Butler
,
Kaleb E. Smith
,
Jens Kleesiek
,
Julian Friedrich
CellViT++: Energy-Efficient and Adaptive Cell Segmentation and Classification Using Foundation Models
Fabian Hörst
,
Moritz Rempe
,
Helmut Becker
,
Lukas Heine
,
Julius Keyl
,
Jens Kleesiek
Brain Tumour Removing and Missing Modality Generation using 3D WDM
André Ferreira
,
Gijs Luijten
,
Behrus Puladi
,
Jens Kleesiek
,
Victor Alves
,
Jan Egger
Improved Multi-Task Brain Tumour Segmentation with Synthetic Data Augmentation
André Ferreira
,
Tiago Jesus
,
Behrus Puladi
,
Jens Kleesiek
,
Victor Alves
,
Jan Egger
How we won BraTS 2023 Adult Glioma challenge? Just faking it! Enhanced Synthetic Data Augmentation and Model Ensemble for brain tumour segmentation
André Ferreira
,
Naida Solak
,
Jianning Li
,
Philipp Dammann
,
Jens Kleesiek
,
Victor Alves
,
Jan Egger
Deep Learning-based Point Cloud Registration for Augmented Reality-guided Surgery
Maximilian Weber
,
Daniel Wild
,
Jens Kleesiek
,
Jan Egger
,
Christina Gsaxner
Little is Enough: Improving Privacy by Sharing Labels in Federated Semi-Supervised Learning
Amr Abourayya
,
Jens Kleesiek
,
Kanishka Rao
,
Erman Ayday
,
Bharat Rao
,
Geoff Webb
,
Michael Kamp
CLUE: A Clinical Language Understanding Evaluation for LLMs
Amin Dada
,
Marie Bauer
,
Amanda Butler Contreras
,
Osman Alperen Koraş
,
Constantin Marc Seibold
,
Kaleb E. Smith
,
Jens Kleesiek
Deep PCCT: Photon Counting Computed Tomography Deep Learning Applications Review
Ana Carolina Alves
,
André Ferreira
,
Gijs Luijten
,
Jens Kleesiek
,
Behrus Puladi
,
Jan Egger
,
Victor Alves
Medical Foundation Models are Susceptible to Targeted Misinformation Attacks
Tianyu Han
,
Sven Nebelung
,
Firas Khader
,
Tianci Wang
,
Gustav Mueller-Franzes
,
Christiane Kuhl
,
Sebastian Försch
,
Jens Kleesiek
,
Christoph Haarburger
,
Keno K. Bressem
,
Jakob Nikolas Kather
,
Daniel Truhn
»
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