Koch, Lisa M.

Deep learning techniques for automatic MRI cardiac multi-structures segmentation and diagnosis: is the problem solved?

Bernard, O., Lalande, A., Zotti, C., Cervenansky, F., Yang, X., Heng, P.-A., Cetin, I., Lekadir, K., Camara, O., Gonzalez Ballester, M. A., et al. (2018) · IEEE Transactions on Medical Imaging

Medical Image Segmentation TechniquesCardiac Imaging and Diagnostics

Cited by 2,431

SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound

Baumgartner, C. F., Kamnitsas, K., Matthew, J., Fletcher, T. P., Smith, S., Koch, L. M., Kainz, B., & Rueckert, D. (2017) · IEEE Transactions on Medical Imaging

Medical Image Segmentation TechniquesArtificial Intelligence in Healthcare and Education

Cited by 416

Distribution shift detection for the postmarket surveillance of medical AI algorithms: a retrospective simulation study

Koch, L. M., Baumgartner, C. F., & Berens, P. (2024) · npj Digital Medicine

Artificial Intelligence in Healthcare and EducationRetinal Imaging and Analysis

Cited by 53

Conformal Performance Range Prediction for Segmentation Output Quality Control

Wundram, A. M., Fischer, P., Muehlebach, M., Koch, L. M., & Baumgartner, C. F. (2024) · arXiv

Medical Image Segmentation TechniquesAdvanced Neural Network Applications

Cited by 3