| Triage-driven diagnosis of Barrett’s esophagus for early detection of esophageal adenocarcinoma using deep learning M Gehrung, M Crispin-Ortuzar, AG Berman, M O’Donovan, RC Fitzgerald, ... Nature Medicine, 1-9, 2021 | 74 | 2021 |
| PathML: a unified framework for whole-slide image analysis with deep learning AG Berman, WR Orchard, M Gehrung, F Markowetz medRxiv, 2021.07. 07.21260138, 2021 | 15 | 2021 |
| SliDL: A toolbox for processing whole-slide images in deep learning AG Berman, WR Orchard, M Gehrung, F Markowetz PLoS One 18 (8), e0289499, 2023 | 3 | 2023 |
| Quantification of TFF3 expression from a non-endoscopic device predicts clinically relevant Barrett's oesophagus by machine learning AG Berman, WK Tan, M O'Donovan, F Markowetz, RC Fitzgerald eBioMedicine 82, 104160, 2022 | 2 | 2022 |
| Triage-driven diagnosis for early detection of esophageal cancer using deep learning M Gehrung, M Crispin-Ortuzar, AG Berman, M O’Donovan, RC Fitzgerald, ... medRxiv, 2020.07. 16.20154732, 2020 | 2 | 2020 |
| FrenchFISH: Poisson Models for Quantifying DNA Copy Number From Fluorescence In Situ Hybridization of Tissue Sections G Macintyre, AM Piskorz, A Berman, E Ross, DB Morse, K Yuan, D Ennis, ... JCO Clinical Cancer Informatics 5, 176-186, 2021 | 1 | 2021 |
| Clinical-grade early detection of esophageal cancer on data from a non-endoscopic device using deep learning AG Berman, A Miremadi, M O'Donovan, S Malhotra, M Tripathi, ... Cancer Research 83 (7_Supplement), 4321-4321, 2023 | | 2023 |
| Deep learning on whole-slide images for early detection and risk prediction of oesophageal cancer A Berman | | 2023 |
| A composite biomarker for esophageal cancer risk from automated analysis of a non-endoscopic device AG Berman, RC Fitzgerald, F Markowetz medRxiv, 2021.08. 20.21262366, 2021 | | 2021 |
Rebecca FitzgeraldProfessor of Cancer Prevention, Cambridge UniversityVerified email at cam.ac.uk
