[HTML][HTML] Surgical data science–from concepts toward clinical translation
Recent developments in data science in general and machine learning in particular have
transformed the way experts envision the future of surgery. Surgical Data Science (SDS) is a …
transformed the way experts envision the future of surgery. Surgical Data Science (SDS) is a …
[HTML][HTML] Robust deep learning-based semantic organ segmentation in hyperspectral images
S Seidlitz, J Sellner, J Odenthal, B Özdemir… - Medical Image …, 2022 - Elsevier
Semantic image segmentation is an important prerequisite for context-awareness and
autonomous robotics in surgery. The state of the art has focused on conventional RGB video …
autonomous robotics in surgery. The state of the art has focused on conventional RGB video …
Lightfield hyperspectral imaging in neuro-oncology surgery: an IDEAL 0 and 1 study
Introduction Hyperspectral imaging (HSI) has shown promise in the field of intra-operative
imaging and tissue differentiation as it carries the capability to provide real-time information …
imaging and tissue differentiation as it carries the capability to provide real-time information …
Spectral organ fingerprints for machine learning-based intraoperative tissue classification with hyperspectral imaging in a porcine model
A Studier-Fischer, S Seidlitz, J Sellner, B Özdemir… - Scientific Reports, 2022 - nature.com
Visual discrimination of tissue during surgery can be challenging since different tissues
appear similar to the human eye. Hyperspectral imaging (HSI) removes this limitation by …
appear similar to the human eye. Hyperspectral imaging (HSI) removes this limitation by …
Synthetic white balancing for intra-operative hyperspectral imaging
Purpose Hyperspectral imaging shows promise for surgical applications to non-invasively
provide spatially resolved, spectral information. For calibration purposes, a white reference …
provide spatially resolved, spectral information. For calibration purposes, a white reference …
Spectral organ fingerprints for intraoperative tissue classification with hyperspectral imaging
A Studier-Fischer, S Seidlitz, J Sellner, M Wiesenfarth… - bioRxiv, 2021 - biorxiv.org
Visual discrimination of tissue during surgery can be challenging since different tissues
appear similar to the human eye. Hyperspectral imaging (HSI) removes this limitation by …
appear similar to the human eye. Hyperspectral imaging (HSI) removes this limitation by …
[HTML][HTML] Optimization of anastomotic technique and gastric conduit perfusion with hyperspectral imaging and machine learning in an experimental model for minimally …
F Nickel, A Studier-Fischer, B Özdemir… - European Journal of …, 2023 - Elsevier
Introduction Esophagectomy is the mainstay of esophageal cancer treatment, but
anastomotic insufficiency related morbidity and mortality remain challenging for patient …
anastomotic insufficiency related morbidity and mortality remain challenging for patient …
A high-speed hyperspectral laparoscopic imaging system
Minimally Invasive Surgery (MIS) has expanded broadly in the field of abdominal and pelvic
surgery. Laparoscopic and robotic surgery has improved surgeon ergonomics, instrument …
surgery. Laparoscopic and robotic surgery has improved surgeon ergonomics, instrument …