| Evaluation of a 4‐protein serum biomarker panel—biglycan, annexin‐A 6, myeloperoxidase, and protein S 100‐A 9 (B‐AMP)—for the detection of esophageal adenocarcinoma AH Zaidi, V Gopalakrishnan, PM Kasi, X Zeng, U Malhotra, ... Cancer 120 (24), 3902-3913, 2014 | 49 | 2014 |
| Moving toward findable, accessible, interoperable, reusable practices in epidemiologic research M García-Closas, TU Ahearn, MM Gaudet, AN Hurson, ... American journal of epidemiology 192 (6), 995-1005, 2023 | 15 | 2023 |
| On Predicting lung cancer subtypes using ‘omic’data from tumor and tumor-adjacent histologically-normal tissue AL Pineda, HA Ogoe, JB Balasubramanian, C Rangel Escareño, ... BMC cancer 16, 1-11, 2016 | 12 | 2016 |
| Learning parsimonious classification rules from gene expression data using bayesian networks with local structure JL Lustgarten, JB Balasubramanian, S Visweswaran, V Gopalakrishnan Data 2 (1), 5, 2017 | 10 | 2017 |
| Selective model averaging with bayesian rule learning for predictive biomedicine JB Balasubramanian, S Visweswaran, GF Cooper, V Gopalakrishnan AMIA Summits on Translational Science Proceedings 2014, 17, 2014 | 9 | 2014 |
| A novel approach to modeling multifactorial diseases using Ensemble Bayesian Rule classifiers JB Balasubramanian, RD Boes, V Gopalakrishnan Journal of Biomedical Informatics 107, 103455, 2020 | 7 | 2020 |
| PRScalc, a privacy-preserving calculation of raw polygenic risk scores from direct-to-consumer genomics data L Sandoval, S Jafri, JB Balasubramanian, P Bhawsar, JL Edelson, ... Bioinformatics Advances 3 (1), vbad145, 2023 | 3 | 2023 |
| Tunable structure priors for Bayesian rule learning for knowledge integrated biomarker discovery JB Balasubramanian, V Gopalakrishnan World journal of clinical oncology 9 (5), 98, 2018 | 3 | 2018 |
| Moving towards FAIR practices in epidemiological research M Garcia-Closas, TU Ahearn, MM Gaudet, AN Hurson, ... arXiv preprint arXiv:2206.06159, 2022 | 2 | 2022 |
| Systems and methods for multiobjective optimization N Laptev, A Soni, Y Mehdad, JB Balasubramanian US Patent 10,915,597, 2021 | 2 | 2021 |
| Wasm-iCARE: a portable and privacy-preserving web module to build, validate, and apply absolute risk models JB Balasubramanian, PP Choudhury, S Mukhopadhyay, T Ahearn, ... ArXiv, 2023 | 1 | 2023 |
| Online Article Ranking as a Constrained, Dynamic, Multi-Objective Optimization Problem JB Balasubramanian, A Soni, Y Mehdad, N Laptev Proceedings of the Thirtieth International Florida Artificial Intelligence …, 2017 | 1 | 2017 |
| An empirical workflow for genome-wide single nucleotide polymorphism-based predictive modeling CS Floudas, JB Balasubramanian, M Romkes, V Gopalakrishnan AMIA Summits on Translational Science Proceedings 2013, 53, 2013 | 1 | 2013 |
| FastImpute: A Baseline for Open-source, Reference-Free Genotype Imputation Methods--A Case Study in PRS313 A Ge, J Balasubramanian, X Wu, P Kraft, JS Almeida arXiv preprint arXiv:2407.09355, 2024 | | 2024 |
| Development and prospective validation of an estrogen receptor positive breast cancer risk model to identify women who could benefit for risk-reducing therapies TU Ahearn, S Mukhopadhyay, J Balasubramanian, N Chatterjee, ... Cancer Research 84 (6_Supplement), 3464-3464, 2024 | | 2024 |
| mSigSDK-private, at scale, computation of mutation signatures A Ge, T Zhang, YC Martins, MT Landi, B Park, K Chen, ... ArXiv, 2024 | | 2024 |
| FAIR privacy-preserving operation of large genomic variant calling format (VCF) data without download or installation YC Martins, PMS Bhawsar, JB Balasubramanian, D Russ, WSW Wong, ... AMIA Summits on Translational Science Proceedings 2024, 65, 2024 | | 2024 |
| A FAIR platform for reproducing mutational signature detection on tumor sequencing data A Ge, T Zhang, C Bodelon, M Garcia-Closas, J Almeida, ... arXiv preprint arXiv:2306.01634, 2023 | | 2023 |
| Knowledge discovery with Bayesian Rule Learning for actionable biomedicine JB Balasubramanian, KE Kip, SE Reis, V Gopalakrishnan bioRxiv, 785279, 2019 | | 2019 |
| Knowledge Discovery with Bayesian Rule Learning Methods for Actionable Biomedicine JB Balasubramanian University of Pittsburgh, 2019 | | 2019 |
Vanathi GopalakrishnanAssociate Professor of Biomedical Informatics, University of PittsburghVerified email at pitt.edu
