AI Research Engineer
More Information
Google Scholar: link
Publications
Papers
- “Why is the winner the best?”, CVPR 2022
- “Amplifying action-context greater: image segmentation-guided intraoperative active bleeding detection”, MICCAI Workshop 2022, CMBBE 2022 (first author)
- “Biomedical image analysis competitions: The state of current participation practice”, arxiv 2022
- “Surgical Scene Segmentation Using Semantic Image Synthesis with a Virtual Surgery Environment”, MICCAI 2022 (co-first)
- “hSDB-instrument: instrument localization database for laparoscopic and robotic surgeries”, MICCAI 2021
- “Blockwise temporal-spatial pathway network”, ICIP 2021 (first author)
- “Deep active learning with augmentation-based consistency estimation”, arxiv 2020 (first author)
- “Memory-efficient models for scene text recognition via neural architecture search”, WACV Workshop 2020 (co-first)
- “What Is Wrong with Annotation? Quantifying the Annotation Quality via Noisy Label Learning”, CKAIA 2020 (co-first)
Patents
- “Apparatus and method for providing surgical environment based on a virtual reality”, US Patent link
- “Method for predicting paroxysmal atrial fibrillation in normal sinus rhythm electrocardiogram state by using deep learning”, WO Patent link
Challenges
- MICCAI 2021 Endovis challenge
- HeiChole Surgical Workflow Analysis and Full Scene Segmentation (HeiSurF) link
- I participated to Semantic Segmentation task, and won the 1st place