Andrew Janowczyk

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

Andrew Janowczyk, Anant Madabhushi · Journal of Pathology Informatics · 2016 · 1.3K citations · Full text

Computing, Pathology, Anatomic Pathology +16

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

Andrew Janowczyk, Ren Zuo, Hannah Gilmore et al. · JCO Clinical Cancer Informatics · 2019 · 361 citations

Medicine, Biomedical Informatics, Pathology +12

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

Andrew Janowczyk, Ajay Basavanhally, Anant Madabhushi · Computerized Medical Imaging and Graphics · 2016 · 214 citations · Full text

Medicine, Biomedical Engineering, Pathology +16

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

Catherine Jayapandian, Yijiang Chen, Andrew Janowczyk et al. · Kidney International · 2020 · 194 citations · Full text

Medicine, Nephrology, Pathology +17

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

Cheng Lu, David Romo‐Bucheli, Xiangxue Wang et al. · Laboratory Investigation · 2018 · 164 citations · Full text

Medicine, Oncology, Biomedical Imaging +16