Andrew Janowczyk

Also affiliated with Georgia Institute of Technology, Emory University, University Hospital of Geneva, Geneva College

MedicineComputer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

1in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 1 indexed paper attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

Papers

Driven by 38 papers. Top paper: “A prognostic model for overall survival of patients with early-stage non-small cell lung cancer: a multicentre, retrospective study”.

A prognostic model for overall survival of patients with early-stage non-small cell lung cancer: a multicentre, retrospective study

The Lancet Digital Health(2020)10.1016/s2589-7500(20)30225-9

N/A

2.8DataRank · unranked

81 citations

Kaustav Bera, Xiangxue Wang, Prateek Prasanna, Jun Xu, Andrew Janowczyk +12 more

Cadherin-11, Sparc-related modular calcium binding protein-2, and Pigment epithelium-derived factor are promising non-invasive biomarkers of kidney fibrosis

Kidney International(2021)10.1016/j.kint.2021.04.037

N/A

1.7DataRank · unranked

48 citations

Mia R. Colona, Bryan Kestenbaum, Leonidas G. Alexopoulos, Ragnar Pálsson, Anand Srivastava +90 more

Computer extracted gland features from H&E predicts prostate cancer recurrence comparably to a genomic companion diagnostic test: a large multi-site study

npj Precision Oncology(2021)10.1038/s41698-021-00174-3

N/A

1.1DataRank · unranked

29 citations

Andrew Janowczyk, Robin Elliott, Nafiseh Janaki, Kaustav Bera, Rakesh Shiradkar +27 more

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

Kidney International(2020)10.1016/j.kint.2020.07.044

N/A

0.795DataRank · unranked

200 citations

Yijiang Chen, Andrew Janowczyk, Matthew B. Palmer, Clarissa A. Cassol, Miroslav Sekulic +79 more

Computationally Derived Image Signature of Stromal Morphology Is Prognostic of Prostate Cancer Recurrence Following Prostatectomy in African American Patients

Clinical Cancer Research(2020)10.1158/1078-0432.ccr-19-2659

N/A

0.631DataRank · unranked

66 citations

Patrick Leo, Robin Elliott, Andrew Janowczyk, Jon Whitney, Sanjay Gupta +9 more

A user-friendly tool for cloud-based whole slide image segmentation with examples from renal histopathology

Communications Medicine(2022)10.1038/s43856-022-00138-z

N/A

0.587DataRank · unranked

49 citations

David Manthey, Jan U. Becker, Brandon Ginley, Katharina Moos, Jonathan E. Zuckerman +93 more

An end-to-end workflow for nondestructive 3D pathology

Nature Protocols(2024)10.1038/s41596-023-00934-4

N/A

0.542DataRank · unranked

36 citations

Lindsey A. Barner, Qinghua Han, Elena Baraznenok, Lydia Lan, Chetan Poudel +13 more

Computationally Derived Cribriform Area Index from Prostate Cancer Hematoxylin and Eosin Images Is Associated with Biochemical Recurrence Following Radical Prostatectomy and Is Most Prognostic in Gleason Grade Group 2

European Urology Focus(2021)10.1016/j.euf.2021.04.016

N/A

0.529DataRank · unranked

33 citations

Sacheth Chandramouli, Xavier Farré, Robin Elliott, Andrew Janowczyk, Kaustav Bera +17 more

Computational pathology improves risk stratification of a multi-gene assay for early stage ER+ breast cancer

npj Breast Cancer(2023)10.1038/s41523-023-00545-y

N/A

0.510DataRank · unranked

29 citations

Haojia Li, Andrew Janowczyk, Paula Toro, Germán Corredor, Jon Whitney +16 more

Update on the current opinion, status and future development of digital pathology in Switzerland in light of COVID-19

Journal of Clinical Pathology(2022)10.1136/jclinpath-2021-207768

N/A

0.442DataRank · unranked

18 citations

Rainer Grobholz, Inti Zlobec, Andrew Janowczyk, Viktor H. Koelzer

Multi-Scalar Data Integration Links Glomerular Angiopoietin-Tie Signaling Pathway Activation With Progression of Diabetic Kidney Disease

Diabetes(2022)10.2337/db22-0169

N/A

0.434DataRank · unranked

17 citations

Viji Nair, Yiyang Zhao, Dong‐Yuan Chang, Christine P. Limonte, Nisha Bansal +92 more

Impact of Tissue Thickness on Computational Quantification of Features in Whole Slide Images for Diagnostic Pathology

Endocrine Pathology(2025)10.1007/s12022-025-09855-2

N/A

0.416DataRank · unranked

15 citations

António Polónia, Mónica Curado, João Vale, Andrew Janowczyk, Catarina Eloy +1 more

PatchSorter: a high throughput deep learning digital pathology tool for object labeling

npj Digital Medicine(2024)10.1038/s41746-024-01150-4

N/A

0.385DataRank · unranked

12 citations

Tasneem Talawalla, Róbert Tóth, Akhil Ambekar, Kien Rea, Oswin Chamian +9 more

Clinical relevance of computationally derived tubular features and their spatial relationships with the interstitial microenvironment in minimal change disease/focal segmental glomerulosclerosis

Kidney International(2025)10.1016/j.kint.2025.04.026

N/A

0.367DataRank · unranked

10 citations

Qian Liu, Jarcy Zee, Takaya Ozeki, Dawit Demeke, Yingbao Yang +16 more

MMO-Net (Multi-Magnification Organ Network): A use case for Organ Identification using Multiple Magnifications in Preclinical Pathology Studies

Journal of Pathology Informatics(2022)10.1016/j.jpi.2022.100126

N/A

0.330DataRank · unranked

8 citations

F. Romero-Palomo, Filippo Arcadu, Jürgen Funk, Vanessa Schumacher, Andrew Janowczyk +1 more

An end-to-end workflow for non-destructive 3D pathology

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.08.03.551845

N/A

0.312DataRank · unranked

7 citations

Lindsey A. Barner, Qinghua Han, Elena Baraznenok, Lydia Lan, Chetan Poudel +13 more

Chronic Changes on Kidney Histology by a Multiclass Artificial Intelligence Model

Kidney International Reports(2025)10.1016/j.ekir.2025.05.035

N/A

0.312DataRank · unranked

7 citations

Muhammad Sohaib Asghar, Lucas Stetzik, Austin W. Reynolds, Jaidip Jagtap, Mahesh Kumar +8 more

Computational staining of CD3/CD20 positive lymphocytes in human tissues with experimental confirmation in a genetically engineered mouse model

Frontiers in Immunology(2024)10.3389/fimmu.2024.1451261

N/A

0.269DataRank · unranked

5 citations

Casey C. Heirman, Ashlyn G. Rickard, Gina Sotolongo, Rico Castillo, Temitayo Adanlawo +8 more

Glomerular and Nephron Size and Kidney Disease Outcomes: A Comparison of Manual Versus Deep Learning Methods in Kidney Pathology

Kidney Medicine(2024)10.1016/j.xkme.2024.100939

N/A

0.208DataRank · unranked

3 citations

Andrew Janowczyk, Yijiang Chen, Afsana A. Shaik, Aidan F. Mullan, Bradley J. Erickson +6 more

Prostate cancer risk stratification via non-destructive 3D pathology with annotation-free gland segmentation and analysis

medRxiv(2021)10.1101/2021.08.30.21262847

N/A

0.208DataRank · unranked

3 citations

Nicholas P. Reder, Can Koyuncu, Patrick Leo, Sarah Hawley, Hanhui Huang +18 more

PatchSorter: A High Throughput Deep Learning Digital Pathology Tool for Object Labeling

Archive ouverte UNIGE (University of Geneva)(2023)10.48550/arxiv.2307.07528

N/A

0DataRank · unranked

0 citations

Tasneem Talawalla, Róbert Tóth, Akhil Ambekar, Kien Rea, Oswin Chamian +9 more

Assessment of a computerized quantitative quality control tool for whole slide images of kidney biopsies

The Journal of Pathology(2020)10.1002/path.5590

N/A

0DataRank · unranked

62 citations

Jarcy Zee, Abigail R. Smith, Catherine Jayapandian, Jeffrey B. Hodgin, David N. Howell +9 more

Clinical Relevance of Computational Pathology Analysis of Interplay between Kidney Microvasculature and Interstitial Microenvironment

Clinical Journal of the American Society of Nephrology(2024)10.2215/cjn.0000000597

N/A

0DataRank · unranked

9 citations

Bangchen Wang, Dawit Demeke, Fan Fan, Céline C. Berthier, Laura H. Mariani +7 more

CohortFinder: an open-source tool for data-driven partitioning of digital pathology and imaging cohorts to yield robust machine-learning models

npj Imaging(2024)10.1038/s44303-024-00018-2

N/A

0DataRank · unranked

8 citations

Georgia Martinez, Thomas DeSilvio, John H. Shin, Yijiang Chen, Jackson Jacobs +9 more

Characterization of arteriosclerosis based on computer-aided measurements of intra-arterial thickness

Journal of Medical Imaging(2024)10.1117/1.jmi.11.5.057501

N/A

0DataRank · unranked

3 citations

Xiang Li, Dawit Demeke, Timothy A. Dinh, Yingbao Yang, Andrew Janowczyk +8 more

Clinical Relevance of Computationally Derived Tubular Features: Spatial Relationships and the Development of Tubulointerstitial Scarring in MCD/FSGS

medRxiv(2024)10.1101/2024.07.19.24310619

N/A

0DataRank · unranked

4 citations

Qian Liu, Jarcy Zee, Takaya Ozeki, Dawit Demeke, Yingbao Yang +14 more

Glomerular Segmentation, Classification, and Pathomic Feature-based Prediction of Clinical Outcomes in Minimal Change Disease and Focal Segmental Glomerulosclerosis

medRxiv(2025)10.1101/2025.10.01.25336172

N/A

0DataRank · unranked

0 citations

Maryam Roohian, Qian Liu, Bangchen Wang, Fan Fan, Clarissa A. Cassol +8 more

Clinical Relevance of Computationally Derived Attributes of Arteries and Arterioles in focal segmental glomerulosclerosis and minimal change disease

medRxiv(2025)10.1101/2025.10.08.25336276

N/A

0DataRank · unranked

0 citations

Dawit Demeke, Xiang Li, Timothy A. Dinh, Christopher L. O’Connor, Jane Liu +11 more

Feature-driven local cell graph (FLocK): New computational pathology-based descriptors for prognosis of lung cancer and HPV status of oropharyngeal cancers

Medical Image Analysis(2020)10.1016/j.media.2020.101903

N/A

0DataRank · unranked

63 citations

Can Koyuncu, Germán Corredor, Prateek Prasanna, Patrick Leo, Xiangxue Wang +6 more

Quick Annotator: an open‐source digital pathology based rapid image annotation tool

The Journal of Pathology Clinical Research(2021)10.1002/cjp2.229

N/A

0DataRank · unranked

38 citations

Róbert Tóth, Yu Zhou, Anant Madabhushi, Andrew Janowczyk, Runtian Miao

Multi-site cross-organ calibrated deep learning (MuSClD): Automated diagnosis of non-melanoma skin cancer

Medical Image Analysis(2022)10.1016/j.media.2022.102702

N/A

0DataRank · unranked

35 citations

Can Koyuncu, Cheng Lu, Rainer Grobholz, Ian Katz, Anant Madabhushi +2 more

Non-destructive 3D pathology with analysis of nuclear features for prostate cancer risk assessment

Research Square(2022)10.21203/rs.3.rs-1979367/v1

N/A

0DataRank · unranked

0 citations

Can Konyuncu, Weisi Xie, Hongyi Huang, Adam K. Glaser, Nicholas P. Reder +5 more

Nondestructive 3D pathology with analysis of nuclear features for prostate cancer risk assessment

The Journal of Pathology(2023)10.1002/path.6090

N/A

0DataRank · unranked

43 citations

Can Koyuncu, Weisi Xie, Hongyi Huang, Adam K. Glaser, Nicholas P. Reder +5 more

An automated computational image analysis pipeline for histological grading of cardiac allograft rejection

European Heart Journal(2021)10.1093/eurheartj/ehab241

N/A

0DataRank · unranked

59 citations

Sara Arabyarmohammadi, Andrew Janowczyk, Sepideh Azarianpour, Miroslav Sekulic, Clarissa A. Cassol +7 more

Clinical Relevance of Computationally Derived Attributes of Peritubular Capillaries from Kidney Biopsies

Kidney360(2023)10.34067/kid.0000000000000116

N/A

0DataRank · unranked

26 citations

Jarcy Zee, Andrew Janowczyk, Jeremy Rubin, Paula Toro, Kyle J. Lafata +6 more

Pathologist Computer-Aided Diagnostic Scoring of Tumor Cell Fraction: A Swiss National Study

Modern Pathology(2023)10.1016/j.modpat.2023.100335

N/A

0DataRank · unranked

26 citations

Raphaël Oberson, Elias Baumann, Aurel Perren, Rainer Grobholz, Alessandro Lugli +31 more

Visual Assessment of 2-Dimensional Levels Within 3-Dimensional Pathology Data Sets of Prostate Needle Biopsies Reveals Substantial Spatial Heterogeneity

Laboratory Investigation(2023)10.1016/j.labinv.2023.100265

N/A

0DataRank · unranked

11 citations

Andrew Janowczyk, Xavier Farré, Tilak Pathak, Tuomas Mirtti, Pedro L. Fernández +10 more

CohortFinder: an open-source tool for data-driven partitioning of biomedical image cohorts to yield robust machine learning models

arXiv (Cornell University)(2023)10.48550/arxiv.2307.08673

N/A

0DataRank · unranked

1 citations

Martinez, Georgia, Thomas DeSilvio, John H. Shin, Yijiang Chen, Bangchen Wang +8 more