Yitan Zhu

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 10 papers. Top paper: “Ensemble transfer learning for the prediction of anti-cancer drug response”.

Ensemble transfer learning for the prediction of anti-cancer drug response

Scientific Reports(2020)10.1038/s41598-020-74921-0

N/A

0DataRank · unranked

98 citations

Thomas Brettin, Yvonne A. Evrard, Alexander Partin, Fangfang Xia, Maulik Shukla +4 more

Enhanced Co-Expression Extrapolation (COXEN) Gene Selection Method for Building Anti-Cancer Drug Response Prediction Models

Genes(2020)10.3390/genes11091070

N/A

0DataRank · unranked

14 citations

Thomas Brettin, Yvonne A. Evrard, Fangfang Xia, Alexander Partin, Maulik Shukla +4 more

Converting tabular data into images for deep learning with convolutional neural networks

Scientific Reports(2021)10.1038/s41598-021-90923-y

N/A

0DataRank · unranked

198 citations

Thomas Brettin, Fangfang Xia, Alexander Partin, Maulik Shukla, Hyunseung Yoo +4 more

A cross-study analysis of drug response prediction in cancer cell lines

Briefings in Bioinformatics(2021)10.1093/bib/bbab356

N/A

0DataRank · unranked

99 citations

Jonathan Allen, Prasanna Balaprakash, Thomas Brettin, Cristina García–Cardona, Austin Clyde +19 more

Learning curves for drug response prediction in cancer cell lines

BMC Bioinformatics(2021)10.1186/s12859-021-04163-y

N/A

0DataRank · unranked

4 citations

Thomas Brettin, Yvonne A. Evrard, Yitan Zhu, Hyunseung Yoo, Fangfang Xia +7 more

Drug response prediction in patient-derived xenografts with data augmentation and multimodal deep learning.

Journal of Clinical Oncology(2022)10.1200/jco.2022.40.16_suppl.e13572

N/A

0DataRank · unranked

0 citations

Thomas Brettin, Yitan Zhu, Maulik Shukla, Fangfang Xia, Hyunseung Yoo +7 more

Deep learning methods for drug response prediction in cancer: Predominant and emerging trends

Frontiers in Medicine(2023)10.3389/fmed.2023.1086097

N/A

0DataRank · unranked

135 citations

Thomas Brettin, Yitan Zhu, Oleksandr Narykov, Austin Clyde, Jamie Overbeek +2 more

Prediction of chronic kidney disease progression using recurrent neural network and electronic health records

Scientific Reports(2023)10.1038/s41598-023-49271-2

N/A

0DataRank · unranked

45 citations

Dehua Bi, Milda R. Saunders, Yuan Ji, Yitan Zhu

Data augmentation and multimodal learning for predicting drug response in patient-derived xenografts from gene expressions and histology images

Frontiers in Medicine(2023)10.3389/fmed.2023.1058919

N/A

0DataRank · unranked

13 citations

Thomas Brettin, Yitan Zhu, James M. Dolezal, Sara Kochanny, Alexander T. Pearson +5 more

Crowd-sourced machine learning prediction of long COVID using data from the National COVID Cohort Collaborative

EBioMedicine(2024)10.1016/j.ebiom.2024.105333

N/A

0DataRank · unranked

4 citations

Johanna J. Loomba, Emily Pfaff, Fangfang Xia, Zixuan Zhao, Yitan Zhu +90 more