| Deep learning in pharmacogenomics: from gene regulation to patient stratification AA Kalinin, GA Higgins, N Reamaroon, S Soroushmehr, A Allyn-Feuer, ... Pharmacogenomics 19 (7), 629-650, 2018 | 134 | 2018 |
| Individual and cohort pharmacological phenotype prediction platform BD Athey, A Allyn-Feuer, GA Higgins, JS Burns, A Kalinin, B Pauls, A Ade, ... US Patent 10,249,389, 2019 | 126 | 2019 |
| Accounting for label uncertainty in machine learning for detection of acute respiratory distress syndrome N Reamaroon, MW Sjoding, K Lin, TJ Iwashyna, K Najarian IEEE journal of biomedical and health informatics 23 (1), 407-415, 2018 | 75 | 2018 |
| Robust segmentation of lung in chest x-ray: applications in analysis of acute respiratory distress syndrome N Reamaroon, MW Sjoding, H Derksen, E Sabeti, J Gryak, RP Barbaro, ... BMC medical imaging 20, 1-13, 2020 | 40 | 2020 |
| Signal quality measure for pulsatile physiological signals using morphological features: Applications in reliability measure for pulse oximetry E Sabeti, N Reamaroon, M Mathis, J Gryak, M Sjoding, K Najarian Informatics in medicine unlocked 16, 100222, 2019 | 31 | 2019 |
| Learning using partially available privileged information and label uncertainty: application in detection of acute respiratory distress syndrome E Sabeti, J Drews, N Reamaroon, E Warner, MW Sjoding, J Gryak, ... IEEE journal of biomedical and health informatics 25 (3), 784-796, 2020 | 16 | 2020 |
| Automated detection of acute respiratory distress syndrome from chest X-Rays using Directionality Measure and deep learning features N Reamaroon, MW Sjoding, J Gryak, BD Athey, K Najarian, H Derksen Computers in biology and medicine 134, 104463, 2021 | 14 | 2021 |
| Detection of acute respiratory distress syndrome by incorporation of label uncertainty and partially available privileged information E Sabeti, J Drews, N Reamaroon, J Gryak, M Sjoding, K Najarian 2019 41st Annual International Conference of the IEEE Engineering in …, 2019 | 8 | 2019 |
| Individual and cohort pharmacological phenotype prediction platform BD Athey, A Allyn-Feuer, GA Higgins, JS Burns, A Kalinin, B Pauls, A Ade, ... US Patent 10,553,318, 2020 | 5 | 2020 |
| Pharmacogenomic Decision Support for Modulators of the NMDA, Glycine, and AMPA Receptors BD Athey, A Ade, GA Higgins, A Kalinin, N Reamaroon, JS Burns US Patent App. 16/749,737, 2020 | 3 | 2020 |
| Accounting for diagnostic uncertainty when training a machine learning algorithm to detect patients with the Acute Respiratory Distress Syndrome N Reamaroon, MW Sjoding, K Najarian MLHC Proc, 2017 | 2 | 2017 |
| Methods and System for the Reconstruction of Drug Response and Disease Networks and Uses Thereof BD Athey, GA Higgins, A Ade, A Kalinin, N Reamaroon, JS Burns US Patent App. 17/482,135, 2022 | | 2022 |
| Label Uncertainty and Learning Using Partially Available Privileged Information for Clinical Decision Support: Applications in Detection of Acute Respiratory Distress Syndrome N Reamaroon | | 2021 |
| Individual and cohort pharmacological phenotype prediction platform BD Athey, A Allyn-Feuer, GA Higgins, JS Burns, A Kalinin, B Pauls, A Ade, ... US Patent 10,867,702, 2020 | | 2020 |
| Methods and System for the Reconstruction of Drug Response and Disease Networks and Uses Thereof BD Athey, GA Higgins, A Ade, A Kalinin, N Reamaroon, JS Burns US Patent App. 16/749,694, 2020 | | 2020 |
