Lena Maier‐Hein
German Cancer Research Center(DE)Heidelberg University(DE)
Publications by Year
Research Areas
Photoacoustic and Ultrasonic Imaging, Surgical Simulation and Training, Optical Imaging and Spectroscopy Techniques, Radiomics and Machine Learning in Medical Imaging, Artificial Intelligence in Healthcare and Education
Most-Cited Works
- → TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods(2024)1,558 cited
- → The Medical Segmentation Decathlon(2022)1,122 cited
- → A large annotated medical image dataset for the development and evaluation of segmentation algorithms(2019)717 cited
- → Surgical data science for next-generation interventions(2017)506 cited
- → Electromagnetic Tracking in Medicine—A Review of Technology, Validation, and Applications(2014)478 cited
- → MONAI: An open-source framework for deep learning in healthcare(2022)426 cited
- → Comparative Validation of Polyp Detection Methods in Video Colonoscopy: Results From the MICCAI 2015 Endoscopic Vision Challenge