Danail Stoyanov

Also affiliated with University College London

Computer 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

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 4 papers. Top paper: “Surgical data science – from concepts toward clinical translation”.

Surgical data science – from concepts toward clinical translation

Medical Image Analysis(2021)10.1016/j.media.2021.102306

N/A

0DataRank · unranked

39 citations

Matthias Eisenmann, Duygu Sarikaya, Keno März, Toby Collins, Anand Malpani +46 more

M-VAAL: Multimodal Variational Adversarial Active Learning for Downstream Medical Image Analysis Tasks

arXiv (Cornell University)(2023)10.48550/arxiv.2306.12376

N/A

0DataRank · unranked

0 citations

Binod Bhattarai, Bishesh Khanal, Danail Stoyanov, Cristian A. Linte, Bidur Khanal

Current validation practice undermines surgical AI development

PubMed(2025)10.48550/arxiv.2511.03769

N/A

0DataRank · unranked

1 citations

Z. Li, Minu D. Tizabi, André, Pascaline, Marcel Knopp, Rother, Mika M. +90 more

Federated Learning for Surgical Vision in Appendicitis Classification: Results of the FedSurg EndoVis 2024 Challenge

arXiv (Cornell University)(2025)10.48550/arxiv.2510.04772

N/A

0DataRank · unranked

0 citations

Hanna Hoffmann, Alexander C. Jenke, Oliver Lester Saldanha, Pfeiffer, Kevin, Weam Kanjo +14 more