Gregor Koehler - Concepedia

Author

Gregor Koehler

Also Known As

Gregor Koehler, Koehler, Gregor

Publications

1.4K

Citations

H-Index

Concepts

All Affiliations

Gregor Koehler is an author at Heidelberg University specializing in engineering, deep learning, and medicine.

#	Concept	H-Index	Publications	Citations
1	Engineering	3	3	105
2	Medicine	2	2	41
3	Data Science	2	2	83
4	Health Sciences	1	1	64
5	Computer Science	1	1	64

Gregor Koehler

Publications

526

Citations

H-Index

Page 1

	Year	Citations
nnU-Net: Self-adapting Framework for U-Net-Based Medical Image\n Segmentation Fabian Isensee, Jens Petersen, André Klein, arXiv (Cornell University)	2018	389
SAM.MD: Zero-shot medical image segmentation capabilities of the Segment Anything Model Saikat Roy, Tassilo Wald, Gregor Koehler, arXiv (Cornell University) Medical Image SegmentationEngineeringMachine LearningDiagnostic ImagingNatural Language Processing	2023	64
Adapting Bidirectional Encoder Representations from Transformers (BERT) to Assess Clinical Semantic Textual Similarity: Algorithm Development and Validation Study Klaus Kades, Jan Sellner, Gregor Koehler, JMIR Medical Informatics EngineeringMultilingual PretrainingSemantic SimilarityText MiningWord Embeddings	2020	22
Unleashing the Strengths of Unlabeled Data in Pan-cancer Abdominal Organ Quantification: the FLARE22 Challenge Jun Ma, Yao Zhang, Song Gu, arXiv (Cornell University) Artificial IntelligenceFlare 2022EngineeringMachine LearningDiagnosis	2023	19
MedNeXt: Transformer-driven Scaling of ConvNets for Medical Image Segmentation Saikat Roy, Gregor Koehler, Constantin Ulrich, arXiv (Cornell University)	2023	17
PSFHS challenge report: Pubic symphysis and fetal head segmentation from intrapartum ultrasound images Jieyun Bai, Zihao Zhou, Zhanhong Ou, Medical Image Analysis	2024	15

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