Robust Learning Protocol for Federated Tumor Segmentation Challenge
- 2022
- MICCAI 2022
Publications
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26 results for Jonathan Epperlein
Surgeon assessment of significant rectal polyps using white light endoscopy alone and in comparison to fluorescence-augmented AI lesion classification
- Niall P. Hardy
- Alice Moynihan
- et al.
- 2024
- Langenbeck's Archives of Surgery
Clinical and computational development of a patient-calibrated ICGFA bowel transection recommender
- Jeffrey Dalli
- Jonathan P. Epperlein
- et al.
- 2024
- Surgical Endoscopy
Geotemporal Fluorophore Biodistribution Mapping of Colorectal Cancer: Micro and Macroscopic Insights
- Niall P. Hardy
- Niall Mulligan
- et al.
- 2024
- Current Oncology
Clinical application of machine learning and computer vision to indocyanine green quantification for dynamic intraoperative tissue characterisation: how to do it
- Niall P. Hardy
- Pol Mac Aonghusa
- et al.
- 2023
- Surgical Endoscopy
Evaluating clinical near-infrared surgical camera systems with a view to optimizing operator and computational signal analysis
- Jeffrey Dalli
- Abhinav Jindal
- et al.
- 2023
- J. Biomed. Opt.
Dynamic NIR Fluorescence Imaging and Machine Learning Framework for Stratifying High vs. Low Notch-Dll4 Expressing Host Microenvironment in Triple-Negative Breast Cancer
- Shayan Shafiee
- Jaidip Jagtap
- et al.
- 2023
- Cancers
Reinforcement learning with algorithms from probabilistic structure estimation
- Jonathan P. Epperlein
- Roman Overko
- et al.
- 2022
- Automatica
Advancing indocyanine green fluorescence flap perfusion assessment via near infrared signal quantification
- J. Dalli
- F. Reilly
- et al.
- 2024
- JPRAS Open
A feasibility study assessing quantitative indocyanine green angiographic predictors of reconstructive complications following nipple-sparing mastectomy
- J. Dalli
- C.L. Nguyen
- et al.
- 2024
- JPRAS Open