日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:

Benchmarking community drug response prediction models: datasets, models, tools, and metrics for cross-dataset generalization analysis

社区药物反应预测模型基准测试:跨数据集泛化分析的数据集、模型、工具和指标

Partin, Alexander; Vasanthakumari, Priyanka; Narykov, Oleksandr; Wilke, Andreas; Koussa, Natasha; Jones, Sara E; Zhu, Yitan; Overbeek, Jamie C; Jain, Rajeev; Fernando, Gayara Demini; Sanchez-Villalobos, Cesar; Garcia-Cardona, Cristina; Mohd-Yusof, Jamaludin; Chia, Nicholas; Wozniak, Justin M; Ghosh, Souparno; Pal, Ranadip; Brettin, Thomas S; Weil, M Ryan; Stevens, Rick L

The Hallmarks of Predictive Oncology

预测肿瘤学的标志

Singhal, Akshat; Zhao, Xiaoyu; Wall, Patrick; So, Emily; Calderini, Guido; Partin, Alexander; Koussa, Natasha; Vasanthakumari, Priyanka; Narykov, Oleksandr; Zhu, Yitan; Jones, Sara E; Abbas-Aghababazadeh, Farnoosh; Kadambat Nair, Sisira; Bélisle-Pipon, Jean-Christophe; Jayaram, Athmeya; Parker, Barbara A; Yeung, Kay T; Griffiths, Jason I; Weil, Ryan; Nath, Aritro; Haibe-Kains, Benjamin; Ideker, Trey

Data imbalance in drug response prediction: multi-objective optimization approach in deep learning setting

药物反应预测中的数据不平衡:深度学习环境下的多目标优化方法

Narykov, Oleksandr; Zhu, Yitan; Brettin, Thomas; Evrard, Yvonne A; Partin, Alexander; Xia, Fangfang; Shukla, Maulik; Vasanthakumari, Priyanka; Doroshow, James H; Stevens, Rick L

A spatial long-read approach at near-single-cell resolution reveals developmental regulation of splicing and polyadenylation sites in distinct cortical layers and cell types.

接近单细胞分辨率的空间长读长方法揭示了不同皮层层和细胞类型中剪接和多聚腺苷酸化位点的发育调控

Foord Careen, Prjibelski Andrey D, Hu Wen, Michielsen Lieke, Vandelli Andrea, Narykov Oleksandr, Evans Brian, Hsu Justine, Belchikov Natan, Jarroux Julien, He Yi, Ross M Elizabeth, Hajirasouliha Iman, Tartaglia Gian Gaetano, Korkin Dmitry, Tomescu Alexandru I, Tilgner Hagen U

A Comprehensive Investigation of Active Learning Strategies for Conducting Anti-Cancer Drug Screening

对开展抗癌药物筛选的主动学习策略进行全面调查

Vasanthakumari, Priyanka; Zhu, Yitan; Brettin, Thomas; Partin, Alexander; Shukla, Maulik; Xia, Fangfang; Narykov, Oleksandr; Weil, Michael Ryan; Stevens, Rick L

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

将计算对接技术整合到抗癌药物反应预测模型中

Narykov, Oleksandr; Zhu, Yitan; Brettin, Thomas; Evrard, Yvonne A; Partin, Alexander; Shukla, Maulik; Xia, Fangfang; Clyde, Austin; Vasanthakumari, Priyanka; Doroshow, James H; Stevens, Rick L

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

深度学习方法在癌症药物反应预测中的应用:主要趋势和新兴趋势

Partin, Alexander; Brettin, Thomas S; Zhu, Yitan; Narykov, Oleksandr; Clyde, Austin; Overbeek, Jamie; Stevens, Rick L

Structural Genomics of SARS-CoV-2 Indicates Evolutionary Conserved Functional Regions of Viral Proteins

SARS-CoV-2的结构基因组学揭示了病毒蛋白中进化保守的功能区域

Srinivasan, Suhas; Cui, Hongzhu; Gao, Ziyang; Liu, Ming; Lu, Senbao; Mkandawire, Winnie; Narykov, Oleksandr; Sun, Mo; Korkin, Dmitry