| Challenges and opportunities with causal discovery algorithms: application to Alzheimer’s pathophysiology X Shen, S Ma, P Vemuri, G Simon Scientific reports 10 (1), 2975, 2020 | 148 | 2020 |
| Utilization of machine learning for prediction of post-traumatic stress: a re-examination of cortisol in the prediction and pathways to non-remitting PTSD IR Galatzer-Levy, S Ma, A Statnikov, R Yehuda, AY Shalev Translational psychiatry 7 (3), e1070-e1070, 2017 | 137 | 2017 |
| Dose-dependent differences in short ultrasonic vocalizations emitted by rats during cocaine self-administration DJ Barker, DH Root, S Ma, S Jha, L Megehee, AP Pawlak, MO West Psychopharmacology 211, 435-442, 2010 | 109 | 2010 |
| Human transposon insertion profiling: analysis, visualization and identification of somatic LINE-1 insertions in ovarian cancer Z Tang, JP Steranka, S Ma, M Grivainis, N Rodić, CRL Huang, IM Shih, ... Proceedings of the National Academy of Sciences 114 (5), E733-E740, 2017 | 107 | 2017 |
| Machine learning methods to predict child posttraumatic stress: a proof of concept study GN Saxe, S Ma, J Ren, C Aliferis BMC psychiatry 17, 1-13, 2017 | 84 | 2017 |
| Association between adherence to evidence-based practices for treatment of patients with traumatic rib fractures and mortality rates among US trauma centers CJ Tignanelli, A Rix, LM Napolitano, MR Hemmila, S Ma, E Kummerfeld JAMA network open 3 (3), e201316-e201316, 2020 | 64 | 2020 |
| Serum urate levels predict joint space narrowing in non‐gout patients with medial knee osteoarthritis S Krasnokutsky, C Oshinsky, M Attur, S Ma, H Zhou, F Zheng, M Chen, ... Arthritis & rheumatology 69 (6), 1213-1220, 2017 | 62 | 2017 |
| Differential roles of ventral pallidum subregions during cocaine self‐administration behaviors DH Root, S Ma, DJ Barker, L Megehee, BM Striano, CM Ralston, ... Journal of Comparative Neurology 521 (3), 558-588, 2013 | 61 | 2013 |
| Model selection and prediction of outcomes in recent onset schizophrenia patients who undergo cognitive training IS Ramsay, S Ma, M Fisher, RL Loewy, JD Ragland, T Niendam, ... Schizophrenia Research: Cognition 11, 1-5, 2018 | 57 | 2018 |
| Ultrasonic vocalizations: evidence for an affective opponent process during cocaine self-administration DJ Barker, SJ Simmons, LC Servilio, D Bercovicz, S Ma, DH Root, ... Psychopharmacology 231, 909-918, 2014 | 49 | 2014 |
| Bariatric surgery is associated with decreased progression of nonalcoholic fatty liver disease to cirrhosis: a retrospective cohort analysis KM Wirth, AC Sheka, S Kizy, R Irey, A Benner, G Sieger, G Simon, S Ma, ... Annals of surgery 272 (1), 32-39, 2020 | 48 | 2020 |
| Decreased firing of striatal neurons related to licking during acquisition and overtraining of a licking task CC Tang, DH Root, DC Duke, Y Zhu, K Teixeria, S Ma, DJ Barker, ... Journal of Neuroscience 29 (44), 13952-13961, 2009 | 48 | 2009 |
| Information content and analysis methods for multi-modal high-throughput biomedical data B Ray, M Henaff, S Ma, E Efstathiadis, ER Peskin, M Picone, T Poli, ... Scientific reports 4 (1), 4411, 2014 | 46 | 2014 |
| Rapid phasic activity of ventral pallidal neurons during cocaine self‐administration DH Root, AT Fabbricatore, S Ma, DJ Barker, MO West Synapse 64 (9), 704-713, 2010 | 46 | 2010 |
| Computational validity: using computation to translate behaviours across species AD Redish, A Kepecs, LM Anderson, OL Calvin, NM Grissom, AF Haynos, ... Philosophical Transactions of the Royal Society B 377 (1844), 20200525, 2022 | 45 | 2022 |
| Evidence for habitual and goal-directed behavior following devaluation of cocaine: a multifaceted interpretation of relapse DH Root, AT Fabbricatore, DJ Barker, S Ma, AP Pawlak, MO West PloS one 4 (9), e7170, 2009 | 45 | 2009 |
| Predictive and causal implications of using shapley value for model interpretation S Ma, R Tourani Proceedings of the 2020 KDD workshop on causal discovery, 23-38, 2020 | 43 | 2020 |
| Discovering and identifying New York heart association classification from electronic health records R Zhang, S Ma, L Shanahan, J Munroe, S Horn, S Speedie BMC medical informatics and decision making 18, 5-13, 2018 | 43 | 2018 |
| A method for quantifying molecular interactions using stochastic modelling and super-resolution microscopy K Bermudez-Hernandez, S Keegan, DR Whelan, DA Reid, J Zagelbaum, ... Scientific reports 7 (1), 14882, 2017 | 36 | 2017 |
| Automatic methods to extract New York heart association classification from clinical notes R Zhang, S Ma, L Shanahan, J Munroe, S Horn, S Speedie 2017 ieee international conference on bioinformatics and biomedicine (bibm …, 2017 | 35 | 2017 |
