Continuous time and dynamic suicide attempt risk prediction with neural ordinary differential equations. - Sheu, Yi-han; Simm, Jaak; Wang, Bo; Lee, Hyunjoon; Smoller, Jordan W. (npj Digit. Medicine, 2025)

PheMIME: an interactive web app and knowledge base for phenome-wide, multi-institutional multimorbidity analysis. - Zhang, Siwei; Strayer, Nick; Vessels, Tess; Choi, Karmel; Wang, Geoffrey W.; Li, Yajing; Bejan, Cosmin Adrian; Hsi, Ryan S.; Bick, Alex; Edwards, Digna R. Velez; Savona, Michael R.; Phillips, Elizabeth J.; et al. (J. Am. Medical Informatics Assoc., 2024)

AI-assisted prediction of differential response to antidepressant classes using electronic health records. - Sheu, Yi-han; Magdamo, Colin G.; Miller, Matthew; Das, Sudeshna; Blacker, Deborah; Smoller, Jordan W. (npj Digit. Medicine, 2023)

A framework for employing longitudinally collected multicenter electronic health records to stratify heterogeneous patient populations on disease history. - Maurits, Marc P.; Korsunsky, Ilya; Raychaudhuri, Soumya; Murphy, Shawn N.; Smoller, Jordan W.; Weiss, Scott T.; Huizinga, Thomas W. J.; Reinders, Marcel J. T.; Karlson, Elizabeth W.; Akker, Erik van den; Knevel, Rachel (J. Am. Medical Informatics Assoc., 2022)

Predictive structured-unstructured interactions in EHR models: A case study of suicide prediction. - Bayramli, Ilkin; Castro, Victor; Barak-Corren, Yuval; Madsen, Emily M.; Nock, Matthew K.; Smoller, Jordan W.; Reis, Ben Y. (npj Digit. Medicine, 2022)

The All of Us Research Program: Data quality, utility, and diversity. - Ramirez, Andrea H.; Sulieman, Lina M.; Schlueter, David J.; Halvorson, Alese E.; Qian, Jun; Ratsimbazafy, Francis; Loperena-Cortes, Roxana; Mayo, Kelsey R.; Basford, Melissa A.; Deflaux, Nicole; Muthuraman, Karthik; Natarajan, Karthik; et al. (Patterns, 2022)

A SMART on FHIR Application to Improve Suicide Risk Prediction and Management. - Gordon, William J.; Bentley, Kate; Fitzpatrick, Amy; Kaney, Brian; Kessler, Ronald; Nock, Matthew K.; Reis, Ben Y.; Schechter, Mark; Strateman, Vicki; Tan, Dewar; Young, Sarah; Smoller, Jordan W. (2022)

Temporally informed random forests for suicide risk prediction. - Bayramli, Ilkin; Castro, Victor; Barak-Corren, Yuval; Madsen, Emily M.; Nock, Matthew K.; Smoller, Jordan W.; Reis, Ben Y. (J. Am. Medical Informatics Assoc., 2021)

Detecting potential pleiotropy across cardiovascular and neurological diseases using univariate, bivariate, and multivariate methods on 43, 870 individuals from the eMERGE network. - Zhang, Xinyuan; Veturi, Yogasudha; Verma, Shefali Setia; Bone, William; Verma, Anurag; Lucas, Anastasia; Hebbring, Scott J.; Denny, Joshua C.; Stanaway, Ian B.; Jarvik, Gail P.; Crosslin, David R.; Larson, Eric B.; et al. (2019)

Screening pregnant women for suicidal behavior in electronic medical records: diagnostic codes vs. clinical notes processed by natural language processing. - Zhong, Qiu-Yue; Karlson, Elizabeth W.; Gelaye, Bizu; Finan, Sean; Avillach, Paul; Smoller, Jordan W.; Cai, Tianxi; Williams, Michelle A. (BMC Medical Informatics Decis. Mak., 2018)

A kernel machine method for detecting effects of interaction between multidimensional variable sets: An imaging genetics application. - Ge, Tian; Nichols, Thomas E.; Ghosh, Debashis; Mormino, Elizabeth C.; Smoller, Jordan W.; Sabuncu, Mert R. (NeuroImage, 2015)

Frontal P3 event-related potential is related to brain glutamine/glutamate ratio measured in vivo. - Hall, Mei-Hua; Jensen, J. Eric; Du, Fei; Smoller, Jordan W.; O'Connor, Lauren; Spencer, Kevin M.; Öngür, Dost (NeuroImage, 2015)