Behavioral activation and depression symptomatology: longitudinal assessment of linguistic indicators in text-based therapy sessions HA Burkhardt, GS Alexopoulos, MD Pullmann, TD Hull, PA Areán, ... Journal of Medical Internet Research 23 (7), e28244, 2021 | 31 | 2021 |
Predicting adverse drug-drug interactions with neural embedding of semantic predications HA Burkhardt, D Subramanian, J Mower, T Cohen AMIA Annual Symposium Proceedings 2019, 992, 2019 | 26 | 2019 |
Assessing the utility of language and voice biomarkers to predict cognitive impairment in the Framingham Heart Study Cognitive Aging Cohort Data JA Thomas, HA Burkhardt, S Chaudhry, AD Ngo, S Sharma, L Zhang, ... Journal of Alzheimer's Disease 76 (3), 905-922, 2020 | 20 | 2020 |
Comparing emotion feature extraction approaches for predicting depression and anxiety H Burkhardt, M Pullmann, T Hull, P Areán, T Cohen Proceedings of the eighth workshop on computational linguistics and clinical …, 2022 | 18 | 2022 |
StayHome: a FHIR-native mobile COVID-19 symptom tracker and public health reporting tool HA Burkhardt, PS Brandt, JR Lee, SW Karras, PF Bugni, I Cvitkovic, ... Online Journal of Public Health Informatics 13 (1), 2021 | 7 | 2021 |
How timely is diagnosis of lung cancer? Cohort study of individuals with lung cancer presenting in ambulatory care in the United States M Zigman Suchsland, L Kowalski, HA Burkhardt, MG Prado, LG Kessler, ... Cancers 14 (23), 5756, 2022 | 5 | 2022 |
Symptoms and signs of lung cancer prior to diagnosis: case–control study using electronic health records from ambulatory care within a large US-based tertiary care centre MG Prado, LG Kessler, MA Au, HA Burkhardt, MZ Suchsland, L Kowalski, ... BMJ open 13 (4), e068832, 2023 | 4 | 2023 |
Neuropsychological test validation of speech markers of cognitive impairment in the Framingham Cognitive Aging Cohort L Zhang, A Ngo, JA Thomas, HA Burkhardt, CM Parsey, R Au, RH Ghomi Exploration of medicine 2, 232, 2021 | 4 | 2021 |
From benchmark to bedside: transfer learning from social media to patient-provider text messages for suicide risk prediction HA Burkhardt, X Ding, A Kerbrat, KA Comtois, T Cohen Journal of the American Medical Informatics Association 30 (6), 1068-1078, 2023 | 3 | 2023 |
Symptoms and signs of lung cancer prior to diagnosis: Comparative study using electronic health records MG Prado, LG Kessler, MA Au, HA Burkhardt, MZ Suchsland, L Kowalski, ... medRxiv, 2022.06. 01.22275657, 2022 | 3 | 2022 |
Identifying opportunities for informatics-supported suicide prevention: the case of Caring Contacts HA Burkhardt, M Laine, A Kerbrat, T Cohen, KA Comtois, A Hartzler AMIA annual symposium proceedings 2022, 309, 2022 | 2 | 2022 |
Association of Weight Loss in Ambulatory Care Settings With First Diagnosis of Lung Cancer in the US LG Kessler, BD Nicholson, HA Burkhardt, J Oke, MJ Thompson JAMA Network Open 6 (5), e2312042-e2312042, 2023 | | 2023 |
Deep Representations of First-person Pronouns for Prediction of Depression Symptom Severity X Ren, HA Burkhardt, PA Areán, TD Hull, T Cohen AMIA Annual Symposium Proceedings 2023, 1226, 2023 | | 2023 |
Operacionalização baseada em padrões, orientada a necessidades, orientada para a utilidade da inteligência artificial para apoio à decisão clínica: uma estrutura com aplicação … HA Burkhardt | | 2022 |
Needs-driven, utility-oriented, standards-based operationalization of artificial intelligence for clinical decision support: a framework with application to suicide prevention HA Burkhardt University of Washington, 2022 | | 2022 |
Comparing Three Methods of Extracting COVID-19 Related Symptoms from EHR Data in a Large Healthcare System HA Burkhardt, N Dobbins, K Lybarger, B Mollis, M Au, KPK Ma, ... | | |