Alexander Partin

Also affiliated with Nanotherapeutics (United States)

Computer ScienceBiochemistry, Genetics and Molecular BiologyMaterials ScienceMedicine

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 14 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

0.689DataRank · unranked

98 citations

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

AI-accelerated protein-ligand docking for SARS-CoV-2 is 100-fold faster with no significant change in detection

Scientific Reports(2023)10.1038/s41598-023-28785-9

N/A

0.524DataRank · unranked

32 citations

Xuefeng Liu, Thomas Brettin, Hyunseung Yoo, Alexander Partin, Yadu Babuji +8 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

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

Integration of Computational Docking into Anti-Cancer Drug Response Prediction Models

Cancers(2023)10.3390/cancers16010050

N/A

0DataRank · unranked

9 citations

Yitan Zhu, Thomas Brettin, Yvonne A. Evrard, Alexander Partin, Maulik Shukla +6 more

Data Imbalance in Drug Response Prediction - Multi-Objective Optimization Approach in Deep Learning Setting

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.03.14.585074

N/A

0DataRank · unranked

1 citations

Yitan Zhu, Thomas Brettin, Yvonne A. Evrard, Alexander Partin, Fangfang Xia +5 more

Variational and Explanatory Neural Networks for Encoding Cancer Profiles and Predicting Drug Responses

arXiv (Cornell University)(2024)10.48550/arxiv.2407.04486

N/A

0DataRank · unranked

0 citations

Rohan Gnanaolivu, Abolfazl Safikhani, Yuanhang Liu, Jun Jiang, Nicholas Chia +5 more

Assessing Reusability of Deep Learning-Based Monotherapy Drug Response Prediction Models Trained with Omics Data

arXiv (Cornell University)(2024)10.48550/arxiv.2409.12215

N/A

0DataRank · unranked

0 citations

Alexander Partin, Thomas Brettin, Nicholas Chia, Oleksandr Narykov, Priyanka Vasanthakumari +19 more

The Hallmarks of Predictive Oncology

Cancer Discovery(2025)10.1158/2159-8290.cd-24-0760

N/A

0DataRank · unranked

14 citations

Xiaoyu Zhao, Patrick D. Wall, Emily So, G. Calderini, Alexander Partin +17 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