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Barrett W Jones, Warren D Taylor, Colin G Walsh. Sequential autoencoders for feature engineering and pretraining in major depressive disorder risk prediction.JAMIA open. 2023, 6 (4): ooad086
Boguang Sun, Pui Ying Yew, Chih-Lin Chi, Meijia Song, Matt Loth, Rui Zhang, Robert J Straka. Development and application of pharmacological statin-associated muscle symptoms phenotyping algorithms using structured and unstructured electronic health records data.JAMIA open. 2023, 6 (4): ooad087
Terika McCall, Meagan Foster, Holly R Tomlin, Todd A Schwartz. Black American women's attitudes toward seeking mental health services and use of mobile technology to support the management of anxiety.JAMIA open. 2023, 6 (4): ooad088
Andrew R Post, Nancy Ho, Erik Rasmussen, Ivan Post, Aika Cho, John Hofer, Arthur T Maness, Timothy Parnell, David A Nix. Hypermedia-based software architecture enables Test-Driven Development.JAMIA open. 2023, 6 (4): ooad089
Kamil Can Kural, Ilya Mazo, Mark Walderhaug, Luis Santana-Quintero, Konstantinos Karagiannis, Elaine E Thompson, Jeffrey A Kelman, Ravi Goud. Using machine learning to improve anaphylaxis case identification in medical claims data.JAMIA open. 2023, 6 (4): ooad090
Nicholas Hirons, Angier Allen, Noah Matsuyoshi, Jason Su, Leanne Kaye, Meredith A Barrett. Prediction of short-acting beta-agonist usage in patients with asthma using temporal-convolutional neural networks.JAMIA open. 2023, 6 (4): ooad091
Majid Afshar, Madeline Oguss, Thomas A Callaci, Timothy Gruenloh, Preeti Gupta, Claire Sun, Askar Safipour Afshar, Joseph Cavanaugh, Matthew M Churpek, Edwin Nyakoe-Nyasani, Huong Nguyen-Hilfiger, Ryan Westergaard, Elizabeth Salisbury-Afshar, Megan Gussick, Brian Patterson, Claire Manneh, Jomol Mathew, Anoop Mayampurath. Creation of a data commons for substance misuse related health research through privacy-preserving patient record linkage between hospitals and state agencies.JAMIA open. 2023, 6 (4): ooad092
Matthew Cannon, James Stevenson, Kori Kuzma, Susanna Kiwala, Jeremy L Warner, Obi L Griffith, Malachi Griffith, Alex H Wagner. Normalization of drug and therapeutic concepts with Thera-Py.JAMIA open. 2023, 6 (4): ooad093
Abhishek Dhankar, Alan Katz. Tracking pregnant women's mental health through social media: an analysis of reddit posts.JAMIA open. 2023, 6 (4): ooad094
Rupa Makadia, Azza Shoaibi, Gowtham A Rao, Anna Ostropolets, Peter R Rijnbeek, Erica A Voss, Talita Duarte-Salles, Juan Manuel Ramírez-Anguita, Miguel A Mayer, Filip Maljković, Spiros Denaxas, Fredrik Nyberg, Vaclav Papez, Anthony G Sena, Thamir M Alshammari, Lana Y H Lai, Kevin Haynes, Marc A Suchard, George Hripcsak, Patrick B Ryan. Evaluating the impact of alternative phenotype definitions on incidence rates across a global data network.JAMIA open. 2023, 6 (4): ooad096
David O Duke, Derin Allard, Suzanne Dysart, Keenan O Hogan, Suzanne Phelan, Luke Rawlings, Hanni Stoklosa. Automated informatics may increase the detection rate of suspicious cases of human trafficking-a preliminary study.JAMIA open. 2023, 6 (4): ooad097
Prashila Dullabh, Krysta K Heaney-Huls, Andrew B Chiao, Melissa G Callaham, Priyanka Desai, Nicole A Gauthreaux, Nitu Kashyap, David F Lobach, Aziz Boxwala. Implementation and evaluation of an electronic health record-integrated app for postpartum monitoring of hypertensive disorders of pregnancy using patient-contributed data collection.JAMIA open. 2023, 6 (4): ooad098