Classification of skin-cancer lesions based on fluorescence lifetime imaging. - Priyanka Vasanthakumari; Renan A. Romano; Ramon G. T. Rosa; Ana G. Salvio; Vladislav Yakovlev; Cristina Kurachi; Javier A. Jo (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2020)

Entropy-Based Regularization on Deep Learning Models for Anti-Cancer Drug Response Prediction. - Oleksandr Narykov; Yitan Zhu; Thomas S. Brettin; Yvonne A. Evrard; Alexander Partin; Maulik Shukla; Priyanka Vasanthakumari; James H. Doroshow; Rick Stevens (SC Workshops, 2023)

Variational and Explanatory Neural Networks for Encoding Cancer Profiles and Predicting Drug Responses. - Tianshu Feng; Rohan Gnanaolivu; Abolfazl Safikhani; Yuanhang Liu; Jun Jiang; Nicholas Chia; Alexander Partin; Priyanka Vasanthakumari; Yitan Zhu; Chen Wang (CoRR, 2024)

Assessing Reusability of Deep Learning-Based Monotherapy Drug Response Prediction Models Trained with Omics Data. - Jamie C. Overbeek; Alexander Partin; Thomas S. Brettin; Nicholas Chia; Oleksandr Narykov; Priyanka Vasanthakumari; Andreas Wilke; Yitan Zhu; Austin Clyde; Sara Jones; Rohan Gnanaolivu; Yuanhang Liu; et al. (CoRR, 2024)

Data imbalance in drug response prediction: multi-objective optimization approach in deep learning setting. - Oleksandr Narykov; Yitan Zhu; Thomas S. Brettin; Yvonne A. Evrard; Alexander Partin; Fangfang Xia; Maulik Shukla; Priyanka Vasanthakumari; James H. Doroshow; Rick L. Stevens (Briefings Bioinform., 2025)

Benchmarking community drug response prediction models: datasets, models, tools, and metrics for cross-dataset generalization analysis. - Alexander Partin; Priyanka Vasanthakumari; Oleksandr Narykov; Andreas Wilke; Natasha Koussa; Sara E. Jones; Yitan Zhu; Jamie C. Overbeek; Rajeev Jain; Gayara Demini Fernando; Cesar Sanchez-Villalobos; Cristina Garcia-Cardona; et al. (CoRR, 2025)

HiPerRAG: High-Performance Retrieval Augmented Generation for Scientific Insights. - Ozan Gökdemir; Carlo Siebenschuh; Alexander Brace; Azton Wells; Brian Hsu; Kyle Hippe; Priyanka Vasanthakumari; Aswathy Ajith; J. Gregory Pauloski; Varuni Katti Sastry; Sam Foreman; Huihuo Zheng; et al. (CoRR, 2025)