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Andrew Janowczyk | Researchclopedia

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Andrew Janowczyk

221

Works

4,562

Citations

31

h-index

56

i10-index

Research Topics

AI in cancer detection Radiomics and Machine Learning in Medical Imaging Prostate Cancer Diagnosis and Treatment

Affiliations

Rutgers, The State University of New Jersey2010–2018

University of Geneva2023–2025

University of Bern2023–2025

SIB Swiss Institute of Bioinformatics2020–2024

Georgia Institute of Technology2022–2025

Top Works

Deep learning for digital pathology image analysis: A comprehensive tutorial with selected use cases

Andrew Janowczyk,Anant Madabhushi

20161,295 citations

Prostate Cancer Treatment and Research

Cell Image Analysis Techniques

HistoQC: An Open-Source Quality Control Tool for Digital Pathology Slides

Andrew Janowczyk,Ren Zuo,et al.

2019348 citations

Stain Normalization using Sparse AutoEncoders (StaNoSA): Application to digital pathology

Andrew Janowczyk,Ajay Basavanhally,et al.

2016210 citations

Development and evaluation of deep learning–based segmentation of histologic structures in the kidney cortex with multiple histologic stains

Catherine Jayapandian,Yijiang Chen,et al.

2020191 citations

Nuclear shape and orientation features from H&E images predict survival in early-stage estrogen receptor-positive breast cancers

Cheng Lu,David Romo‐Bucheli,et al.

2018159 citations

A deep-learning classifier identifies patients with clinical heart failure using whole-slide images of H&E tissue

Jeffrey Nirschl,Andrew Janowczyk,et al.

2018144 citations

Prediction of recurrence in early stage non-small cell lung cancer using computer extracted nuclear features from digital H&E images

Xiangxue Wang,Andrew Janowczyk,et al.

2017128 citations

Quantitative nuclear histomorphometry predicts oncotype DX risk categories for early stage ER+ breast cancer

Jon Whitney,Germán Corredor,et al.

2018108 citations

Biogeography of microbial bile acid transformations along the murine gut

Solenne Marion,Lyne Desharnais,et al.

2020103 citations