Association of co-occurring opioid or other substance use disorders with increased healthcare utilization in patients with depression by Vekaria, Veer, Bose, Budhaditya, Murphy, Sean M., Avery, Jonathan, Alexopoulos, George, Pathak, Jyotishman

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Prediction of left ventricular ejection fraction changes in heart failure patients using machine learning and electronic health records: a multi-site study by Adekkanattu, Prakash, Rasmussen, Luke V., Pacheco, Jennifer A., Kabariti, Joseph, Stone, Daniel J., Yu, Yue, Jiang, Guoqian, Luo, Yuan, Brandt, Pascal S., Xu, Zhenxing, Vekaria, Veer, Xu, Jie, Wang, Fei, Benda, Natalie C., Peng, Yifan, Goyal, Parag, Ahmad, Faraz S., Pathak, Jyotishman

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Longitudinal trajectories of symptom change during antidepressant treatment among managed care patients with depression and anxiety by Cukor, Judith, Xu, Zhenxing, Vekaria, Veer, Wang, Fei, Olfson, Mark, Banerjee, Samprit, Simon, Gregory, Alexopoulos, George, Pathak, Jyotishman

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Using Machine Learning to Predict Antidepressant Treatment Outcome From Electronic Health Records by Xu, Zhenxing, Vekaria, Veer, Wang, Fei, Cukor, Judith, Su, Chang, Adekkanattu, Prakash, Brandt, Pascal, Jiang, Guoqian, Kiefer, Richard C., Luo, Yuan, Rasmussen, Luke V., Xu, Jie, Xiao, Yunyu, Alexopoulos, George, Pathak, Jyotishman

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Extracting social determinants of health from electronic health records using natural language processing: a systematic review by Patra, Braja G, Sharma, Mohit M, Vekaria, Veer, Adekkanattu, Prakash, Patterson, Olga V, Glicksberg, Benjamin, Lepow, Lauren A, Ryu, Euijung, Biernacka, Joanna M, Furmanchuk, Al’ona, George, Thomas J, Hogan, William, Wu, Yonghui, Yang, Xi, Bian, Jiang, Weissman, Myrna, Wickramaratne, Priya, Mann, J John, Olfson, Mark, Campion, Thomas R, Weiner, Mark, Pathak, Jyotishman

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Changes in Depression and Anxiety Symptoms during Antidepressant Treatment in Adults by Zhu, Zhenxing, Vekaria, Veer, Wang, Fei, Cukor, Judith, Pathak, Jyotishman

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Comorbidity and healthcare utilization in patients with treatment resistant depression: A large-scale retrospective cohort analysis using electronic health records by Adekkanattu, Prakash, Olfson, Mark, Susser, Leah C., Patra, Braja, Vekaria, Veer, Coombes, Brandon J., Lepow, Lauren, Fennessy, Brian, Charney, Alexander, Ryu, Euijung, Miller, Kurt D., Pan, Lifang, Yangchen, Tenzin, Talati, Ardesheer, Wickramaratne, Priya, Weissman, Myrna, Mann, John, Biernacka, Joanna M., Pathak, Jyotishman

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Extracting social support and social isolation information from clinical psychiatry notes: comparing a rule-based natural language processing system and a large language model by Patra, Braja Gopal, Lepow, Lauren A, Kasi Reddy Jagadeesh Kumar, Praneet, Vekaria, Veer, Sharma, Mohit Manoj, Adekkanattu, Prakash, Fennessy, Brian, Hynes, Gavin, Landi, Isotta, Sanchez-Ruiz, Jorge A, Ryu, Euijung, Biernacka, Joanna M, Nadkarni, Girish N, Talati, Ardesheer, Weissman, Myrna, Olfson, Mark, Mann, J John, Zhang, Yiye, Charney, Alexander W, Pathak, Jyotishman

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Subphenotyping depression using machine learning and electronic health records by Xu, Zhenxing, Wang, Fei, Adekkanattu, Prakash, Bose, Budhaditya, Vekaria, Veer, Brandt, Pascal, Jiang, Guoqian, Kiefer, Richard C., Luo, Yuan, Pacheco, Jennifer A., Rasmussen, Luke V., Xu, Jie, Alexopoulos, George, Pathak, Jyotishman

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Extracting Social Support and Social Isolation Information from Clinical Psychiatry Notes: Comparing a Rule-based NLP System and a Large Language Model by Patra, Braja Gopal, Lepow, Lauren A, Praneet Kasi Reddy Jagadeesh Kumar, Vekaria, Veer, Sharma, Mohit Manoj, Adekkanattu, Prakash, Fennessy, Brian, Hynes, Gavin, Landi, Isotta, Sanchez-Ruiz, Jorge A, Ryu, Euijung, Biernacka, Joanna M, Nadkarni, Girish N, Talati, Ardesheer, Weissman, Myrna, Olfson, Mark, Mann, J John, Charney, Alexander W, Pathak, Jyotishman

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