A. Berman

A composite biomarker for esophageal cancer risk from automated analysis of a non-endoscopic device

F. Markowetz, R. Fitzgerald, A. Berman, 2021, medRxiv.

Quantification of TFF3 expression from a non-endoscopic device predicts clinically relevant Barrett's oesophagus by machine learning

F. Markowetz, M. O’Donovan, R. Fitzgerald, 2022, EBioMedicine.

FrenchFISH: Poisson Models for Quantifying DNA Copy Number From Fluorescence In Situ Hybridization of Tissue Sections

Edith M. Ross, F. Markowetz, J. Brenton, 2021, JCO clinical cancer informatics.

PathML: A unified framework for whole-slide image analysis with deep learning

F. Markowetz, M. Gehrung, A. Berman, 2021, medRxiv.

Triage-driven diagnosis of Barrett’s esophagus for early detection of esophageal adenocarcinoma using deep learning

F. Markowetz, M. O’Donovan, R. Fitzgerald, 2021, Nature Medicine.

Triage-driven diagnosis for early detection of esophageal cancer using deep learning

M. Gehrung, M. Crispin-Ortuzar, A. G. Berman, 2020, medRxiv.

SliDL: A toolbox for processing whole-slide images in deep learning

F. Markowetz, M. Gehrung, A. Berman, 2023, PloS one.