| A large-scale evaluation of computational protein function prediction P Radivojac, WT Clark, TR Oron, AM Schnoes, T Wittkop, A Sokolov, ... Nature methods 10 (3), 221-227, 2013 | 1109 | 2013 |
| Deciphering the transcriptional network of the dendritic cell lineage JC Miller, BD Brown, T Shay, EL Gautier, V Jojic, A Cohain, G Pandey, ... Nature immunology 13 (9), 888-899, 2012 | 845 | 2012 |
| Endothelial to mesenchymal transition is common in atherosclerotic lesions and is associated with plaque instability SM Evrard, L Lecce, KC Michelis, A Nomura-Kitabayashi, G Pandey, ... Nature communications 7 (1), 11853, 2016 | 519 | 2016 |
| Evaluation of combined artificial intelligence and radiologist assessment to interpret screening mammograms T Schaffter, DSM Buist, CI Lee, Y Nikulin, D Ribli, Y Guan, W Lotter, Z Jie, ... JAMA network open 3 (3), e200265-e200265, 2020 | 379 | 2020 |
| Enhancing data analysis with noise removal H Xiong, G Pandey, M Steinbach, V Kumar IEEE transactions on knowledge and data engineering 18 (3), 304-319, 2006 | 355 | 2006 |
| Clinical features of COVID-19 mortality: development and validation of a clinical prediction model AS Yadaw, Y Li, S Bose, R Iyengar, S Bunyavanich, G Pandey The Lancet Digital Health 2 (10), e516-e525, 2020 | 283 | 2020 |
| Analysis of transcriptional variability in a large human iPSC library reveals genetic and non-genetic determinants of heterogeneity I Carcamo-Orive, GE Hoffman, P Cundiff, ND Beckmann, SL D’Souza, ... Cell stem cell 20 (4), 518-532. e9, 2017 | 254 | 2017 |
| Computational approaches for protein function prediction: A survey G Pandey, V Kumar, M Steinbach | 162 | 2006 |
| TANSEN: A System for Automatic Raga Identification. G Pandey, C Mishra, P Ipe IICAI, 1350-1363, 2003 | 134 | 2003 |
| Prediction of human population responses to toxic compounds by a collaborative competition F Eduati, LM Mangravite, T Wang, H Tang, JC Bare, R Huang, T Norman, ... Nature biotechnology 33 (9), 933-940, 2015 | 121 | 2015 |
| Microbiota regulate the ability of lung dendritic cells to induce IgA class-switch recombination and generate protective gastrointestinal immune responses D Ruane, A Chorny, H Lee, J Faith, G Pandey, M Shan, N Simchoni, ... Journal of Experimental Medicine 213 (1), 53-73, 2016 | 112 | 2016 |
| Improving breast cancer survival analysis through competition-based multidimensional modeling E Bilal, J Dutkowski, J Guinney, IS Jang, BA Logsdon, G Pandey, ... PLoS computational biology 9 (5), e1003047, 2013 | 103 | 2013 |
| An integrative multi-network and multi-classifier approach to predict genetic interactions G Pandey, B Zhang, AN Chang, CL Myers, J Zhu, V Kumar, EE Schadt PLoS computational biology 6 (9), e1000928, 2010 | 98 | 2010 |
| Objective risk stratification of prostate cancer using machine learning and radiomics applied to multiparametric magnetic resonance images B Varghese, F Chen, D Hwang, SL Palmer, AL De Castro Abreu, ... Proceedings of the 11th ACM International Conference on Bioinformatics …, 2020 | 97 | 2020 |
| Radiogenomics consortium genome-wide association study meta-analysis of late toxicity after prostate cancer radiotherapy SL Kerns, L Fachal, L Dorling, GC Barnett, A Baran, DR Peterson, ... JNCI: Journal of the National Cancer Institute 112 (2), 179-190, 2020 | 97 | 2020 |
| Crowdsourced assessment of common genetic contribution to predicting anti-TNF treatment response in rheumatoid arthritis SK Sieberts, F Zhu, J García-García, E Stahl, A Pratap, G Pandey, ... Nature communications 7 (1), 12460, 2016 | 95 | 2016 |
| Incorporating functional inter-relationships into protein function prediction algorithms G Pandey, CL Myers, V Kumar BMC bioinformatics 10, 1-22, 2009 | 92 | 2009 |
| An association analysis approach to biclustering G Pandey, G Atluri, M Steinbach, CL Myers, V Kumar Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009 | 84 | 2009 |
| A comparative analysis of ensemble classifiers: case studies in genomics S Whalen, G Pandey 2013 IEEE 13th International Conference on Data Mining, 807-816, 2013 | 79 | 2013 |
| Breast imaging in the era of big data: structured reporting and data mining LR Margolies, G Pandey, ER Horowitz, DS Mendelson American journal of roentgenology 206 (2), 259-264, 2016 | 75 | 2016 |
Vipin KumarUniversity of MinnesotaVerified email at umn.edu