Veronika Cheplygina

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 12 papers. Top paper: “Metrics reloaded: recommendations for image analysis validation”.

Metrics reloaded: recommendations for image analysis validation

Nature Methods(2024)10.1038/s41592-023-02151-z

N/A

9.2DataRank · unranked

411 citations

Annika Reinke, Patrick Godau, Minu D. Tizabi, Florian Buettner, Evangelia Christodoulou +68 more

A Survey of Crowdsourcing in Medical Image Analysis

Human Computation(2020)10.15346/hc.v7i1.111

N/A

2.2DataRank · unranked

49 citations

Andrew Doyle, Arno Van Hilten, Matthias Hirth, Oana Inel, Christopher R Madan +4 more

Understanding metric-related pitfalls in image analysis validation

Nature Methods(2024)10.1038/s41592-023-02150-0

N/A

0.783DataRank · unranked

184 citations

Minu D. Tizabi, Michael Baumgartner, Matthias Eisenmann, Doreen Heckmann-Nötzel, Ali Emre Kavur +65 more

Metrics reloaded: Recommendations for image analysis validation

arXiv (Cornell University)(2022)10.48550/arxiv.2206.01653

N/A

0.621DataRank · unranked

62 citations

Annika Reinke, Patrick Godau, Minu D. Tizabi, Florian Buettner, Evangelia Christodoulou +69 more

Why is the Winner the Best?

Amsterdam UMC (VU Amsterdam) - Institutional Repository(2023)10.1109/cvpr52729.2023.01911

N/A

0DataRank · unranked

6 citations

Andreas Reinke, Vivienn Weru, Minu D. Tizabi, Fabian Isensee, Thomas Adler +95 more

Why is the winner the best?

arXiv (Cornell University)(2023)10.48550/arxiv.2303.17719

N/A

0DataRank · unranked

1 citations

Annika Reinke, Vivienn Weru, Minu D. Tizabi, Fabian Isensee, Tim Adler +95 more

Common Limitations of Image Processing Metrics: A Picture Story

arXiv (Cornell University)(2021)10.48550/arxiv.2104.05642

N/A

0DataRank · unranked

87 citations

Minu D. Tizabi, Carole H. Sudre, Matthias Eisenmann, Tim Rädsch, Baumgartner, Michael +88 more

Detecting Shortcuts in Medical Images - A Case Study in Chest X-Rays

IT University Of Copenhagen (IT University of Copenhagen)(2023)10.1109/isbi53787.2023.10230572

N/A

0DataRank · unranked

26 citations

Dovile Juodelyte, Bethany Chamberlain, Veronika Cheplygina, Amelia Jiménez-Sánchez

Source Matters: Source Dataset Impact on Model Robustness in Medical Imaging

arXiv (Cornell University)(2024)10.48550/arxiv.2403.04484

N/A

0DataRank · unranked

1 citations

Yucheng Lu, Amelia Jiménez-Sánchez, Sabrina Bottazzi, Enzo Ferrante, Veronika Cheplygina +1 more

Exploring connections of spectral analysis and transfer learning in medical imaging

arXiv (Cornell University)(2024)10.48550/arxiv.2407.11379

N/A

0DataRank · unranked

0 citations

Dovile Juodelyte, Jonathan D. Victor, Veronika Cheplygina, Yucheng Lu

Exploring connections of spectral analysis and transfer learning in medical imaging

PubMed(2025)10.1117/12.3047670

N/A

0DataRank · unranked

1 citations

Dovile Juodelyte, J. D. Victor, Veronika Cheplygina, Yucheng Lu

Effective Self-Management for Early Career Researchers in the Natural and Life Sciences

Neuron(2020)10.1016/j.neuron.2020.03.015

N/A

0DataRank · unranked

29 citations

Ayaka Ando, AmanPreet Badhwar, Chiara Caldinelli, Mengxia Gao, Amelie Haugg +33 more