| Mining electronic health records (EHRs) A survey P Yadav, M Steinbach, V Kumar, G Simon ACM Computing Surveys (CSUR) 50 (6), 1-40, 2018 | 395 | 2018 |
| Delay within the 3-hour surviving sepsis campaign guideline on mortality for patients with severe sepsis and septic shock L Pruinelli, BL Westra, P Yadav, A Hoff, M Steinbach, V Kumar, ... Critical care medicine 46 (4), 500-505, 2018 | 214 | 2018 |
| Regression with conditional GAN K Aggarwal, M Kirchmeyer, P Yadav, SS Keerthi, P Gallinari arXiv preprint arXiv:1905.12868, 2019 | 61* | 2019 |
| Reacting to variations in product demand: An application for conversion rate (cr) prediction in sponsored search M Tallis, P Yadav 2018 IEEE International Conference on Big Data (Big Data), 1856-1864, 2018 | 32 | 2018 |
| Secondary analysis of an electronic surveillance system combined with multi-focal interventions for early detection of sepsis BL Westra, S Landman, P Yadav, M Steinbach Applied clinical informatics 26 (01), 47-66, 2017 | 26 | 2017 |
| Adversarial factorization autoencoder for look-alike modeling KD Doan, P Yadav, CK Reddy Proceedings of the 28th ACM International Conference on Information and …, 2019 | 24 | 2019 |
| Detection of precursors to aviation safety incidents due to human factors I Melnyk, P Yadav, M Steinbach, J Srivastava, V Kumar, A Banerjee 2013 IEEE 13th International Conference on Data Mining Workshops, 407-412, 2013 | 23 | 2013 |
| A data mining approach to determine sepsis guideline impact on inpatient mortality and complications L Pruinelli, P Yadav, A Hangsleben, J Johnson, S Dey, M McCarty, ... AMIA Summits on Translational Science Proceedings 2016, 194, 2016 | 16 | 2016 |
| Domain adaptation in display advertising: an application for partner cold-start K Aggarwal, P Yadav, SS Keerthi Proceedings of the 13th ACM conference on recommender systems, 178-186, 2019 | 12 | 2019 |
| Causal inference in observational data P Yadav, L Prunelli, A Hoff, M Steinbach, B Westra, V Kumar, G Simon arXiv preprint arXiv:1611.04660, 2016 | 9 | 2016 |
| Forensic style analysis with survival trajectories P Yadav, M Steinbach, L Pruinelli, B Westra, C Delaney, V Kumar, ... 2015 IEEE International Conference on Data Mining, 1069-1074, 2015 | 9 | 2015 |
| Frequent Causal Pattern Mining: A Computationally Efficient Framework for Estimating Bias-Corrected Effects P Yadav, M Steinbach, MR Castro, PJ Caraballo, V Kumar, G Simon | 8 | 2016 |
| Modelling trajectories for diabetes complications P Yadav, L Pruinelli, A Hangsleben, S Dey, K Hauwiller, BL Westra, ... Proceedings of the 4th workshop on data mining for medicine and healthcare …, 2015 | 8 | 2015 |
| Angular momentum guided motion concatenation HPH Shum, T Komura, P Yadav Computer Animation and Virtual Worlds 20 (2‐3), 385-394, 2009 | 7 | 2009 |
| Opportunities and challenges of generative-AI in finance AP Desai, T Ravi, M Luqman, G Mallya, N Kota, P Yadav 2024 IEEE International Conference on Big Data (BigData), 4913-4920, 2024 | 4 | 2024 |
| Structured causal inference for rare events: An industrial application to analyze heating-cooling device failure P Yadav, U Kurup, M Shah 2017 16th IEEE International Conference on Machine Learning and Applications …, 2017 | 4 | 2017 |
| Regression via implicit models and optimal transport cost minimization S Manchanda, K Doan, P Yadav, SS Keerthi arXiv preprint arXiv:2003.01296, 2020 | 3 | 2020 |
| Estimating Disease Onset Time by Modeling Lab Result Trajectories via Bayes Networks W Oh, P Yadav, V Kumar, PJ Caraballo, MR Castro, MS Steinbach, ... 2017 IEEE International Conference on Healthcare Informatics (ICHI), 374-379, 2017 | 3 | 2017 |
| Causal pattern mining in highly heterogeneous and temporal ehrs data P Yadav University of Minnesota, 2017 | 3 | 2017 |
| Interrogation of bronchoalveolar lavage fluid in acute respiratory distress syndrome using multiplexed proseek immunoassay P Yadav, K Viken, V Kumar, MS Steinbach, M Bhargava C49. Respiratory Failure: Clinical and Translational Aspects Of Vili And …, 2016 | 3 | 2016 |
Michael SteinbachUniversity of Minnesotaยืนยันอีเมลแล้วที่ umn.edu