Natural language processing of clinical mental health notes may add predictive value to existing suicide risk models M Levis, CL Westgate, J Gui, BV Watts, B Shiner Psychological medicine 51 (8), 1382-1391, 2021 | 89 | 2021 |
Adaptation of an NLP system to a new healthcare environment to identify social determinants of health RM Reeves, L Christensen, JR Brown, M Conway, M Levis, GT Gobbel, ... Journal of biomedical informatics 120, 103851, 2021 | 35 | 2021 |
Improvements to PTSD quality metrics with natural language processing B Shiner, M Levis, VM Dufort, OV Patterson, BV Watts, SL DuVall, ... Journal of Evaluation in Clinical Practice 28 (4), 520-530, 2022 | 33 | 2022 |
Leveraging unstructured electronic medical record notes to derive population-specific suicide risk models M Levis, J Levy, V Dufort, GT Gobbel, BV Watts, B Shiner Psychiatry research 315, 114703, 2022 | 19 | 2022 |
Tools to detect risk of death by suicide: A systematic review and meta-analysis NB Riblet, S Matsunaga, Y Lee, Y Young-Xu, B Shiner, PP Schnurr, ... The Journal of clinical psychiatry 84 (1), 43891, 2022 | 17 | 2022 |
The role of race in rural‐urban suicide disparities T Peltzman, DJ Gottlieb, M Levis, B Shiner The Journal of Rural Health 38 (2), 346-354, 2022 | 14 | 2022 |
Dynamic suicide topic modelling: Deriving population‐specific, psychosocial and time‐sensitive suicide risk variables from Electronic Health Record psychotherapy notes M Levis, J Levy, V Dufort, CJ Russ, B Shiner Clinical psychology & psychotherapy 30 (4), 795-810, 2023 | 7 | 2023 |
Leveraging natural language processing to improve electronic health record suicide risk prediction for Veterans Health Administration users M Levis, J Levy, KR Dent, V Dufort, GT Gobbel, BV Watts, B Shiner The Journal of clinical psychiatry 84 (4), 47557, 2023 | 7 | 2023 |
Contextual assessment: Evaluating a novel self-guided online therapeutic assessment M Levis, AJ Levis International journal of psychiatry in clinical practice 25 (2), 206-215, 2021 | 6 | 2021 |
Evaluating the Therapeutic and Diagnostic Benefits of Conflict Analysis, a Self‐Guided Online Therapeutic Assessment: An Online Case Study MEJ Levis, AJ Levis British Journal of Psychotherapy 37 (1), 94-115, 2021 | 6 | 2021 |
National cross-sectional cohort study of the relationship between quality of mental healthcare and death by suicide B Shiner, DJ Gottlieb, M Levis, T Peltzman, NB Riblet, SL Cornelius, ... BMJ Quality & Safety 31 (6), 434-440, 2022 | 5 | 2022 |
Self-guided psycho-oncology: A pilot implementation study evaluating usage of conflict analysis with cancer patients M Levis, A Levis, M Walker, M Pilz, A Eisemann Journal of Creativity in Mental Health 17 (2), 217-229, 2022 | 5 | 2022 |
Association between suicide, external-cause and all-cause mortality and irregular mental health discharge among the US veteran population NB Riblet, DJ Gottlieb, BV Watts, M Levis, B Shiner BJPsych open 7 (5), e162, 2021 | 5 | 2021 |
Using natural language processing to evaluate temporal patterns in suicide risk variation among high-risk Veterans M Levis, J Levy, M Dimambro, V Dufort, DJ Ludmer, M Goldberg, B Shiner Psychiatry research 339, 116097, 2024 | 4 | 2024 |
Characterizing Veteran suicide decedents that were not classified as high-suicide-risk M Levis, M Dimambro, J Levy, V Dufort, A Fraade, M Winer, B Shiner Psychological Medicine 54 (11), 3135-3144, 2024 | 4 | 2024 |
Contrasting narratives: A randomised control study comparing conflict analysis and narrative disclosure M Levis, A Levis British Journal of Guidance & Counselling 51 (4), 513-527, 2023 | 3 | 2023 |
Research literacy for psychiatry residents: a 10-session curriculum using a problem-based learning approach JA Forehand, M Levis, BV Watts, CT Finn, B Shiner Academic Psychiatry 46 (4), 504-509, 2022 | 3 | 2022 |
Is it time for the mental health field to consider unplanned discharge a key metric of patient safety? NB Riblet, DJ Gottlieb, BV Watts, M Levis, R Scott, B Shiner The Journal of nervous and mental disease 210 (3), 227-230, 2022 | 3 | 2022 |
Irregular hospital discharge from acute inpatient and residential mental health treatment settings in a large integrated healthcare system NB Riblet, DJ Gottlieb, BV Watts, M Levis, B Shiner General hospital psychiatry 72, 7-14, 2021 | 3 | 2021 |
An implementation and effectiveness study evaluating Conflict Analysis in VA residential substance abuse services: Whole health informed self-guided online care M Levis, DJ Ludmer, S Cornelius, R Scott, BV Watts, B Shiner EXPLORE 18 (6), 688-697, 2022 | 2 | 2022 |