mendel.systems

Senior
Machine Learning Engineer

with extensive research
experience

Achievements

Satisfai Health receives FDA Breakthrough Device Designation for analysis of Barrett’s Esophagus and Early Esophageal Cancer with its Artificial Intelligence tool

As a consultant, I have helped Satisfai Health refine the Veritai device, which is based on the work from my PhD.

I was a significant contributor to achieving the FDA’s Breakthrough Device Designation.

Research Prize by the German Society for Gastroenterology, Digestive and Metabolic Diseases (DGVS) for significant work applying AI for early esophageal cancer diagnosis

As the AI lead, I guided our group of computer scientists and physicians to make significant progress in demonstrating the effectiveness of AI models in the gastrointestinal tract.

Winning solution in Robotic Scene Segmentation challenge

Competing against teams from international institutions, our group built the most accurate model for segmenting different anatomy and instruments for applications in robot-assisted minimally invasive surgery.

Select Publications

Semi-supervised segmentation based on error-correcting supervision

Influence of artificial intelligence on the diagnostic performance of endoscopists in the assessment of Barrett’s esophagus: a tandem randomized and video trial

Error-Correcting Mean-Teacher: Corrections instead of consistency-targets applied to semi-supervised medical image segmentation