Assessing document section heterogeneity across multiple electronic health record systems for computational phenotyping: A case study of heart-failure phenotyping algorithm
Moon, Sungrim, Liu, Sijia, Kshatriya, Bhavani Singh Agnikula, Fu, Sunyang, Moser, Ethan D, Bielinski, Suzette J, Fan, Jungwei, Liu, Hongfang
Published in PloS one (31.03.2023)
Published in PloS one (31.03.2023)
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Journal Article
Identifying Information Gaps in Electronic Health Records by Using Natural Language Processing: Gynecologic Surgery History Identification
Moon, Sungrim, Carlson, Luke A, Moser, Ethan D, Agnikula Kshatriya, Bhavani Singh, Smith, Carin Y, Rocca, Walter A, Gazzuola Rocca, Liliana, Bielinski, Suzette J, Liu, Hongfang, Larson, Nicholas B
Published in Journal of medical Internet research (28.01.2022)
Published in Journal of medical Internet research (28.01.2022)
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Journal Article
Identification of asthma control factor in clinical notes using a hybrid deep learning model
Agnikula Kshatriya, Bhavani Singh, Sagheb, Elham, Wi, Chung-Il, Yoon, Jungwon, Seol, Hee Yun, Juhn, Young, Sohn, Sunghwan
Published in BMC medical informatics and decision making (09.11.2021)
Published in BMC medical informatics and decision making (09.11.2021)
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Journal Article
Social and Behavioral Determinants of Health in the Era of Artificial Intelligence with Electronic Health Records: A Scoping Review
Bompelli, Anusha, Wang, Yanshan, Wan, Ruyuan, Singh, Esha, Zhou, Yuqi, Xu, Lin, Oniani, David, Kshatriya, Bhavani Singh Agnikula, Balls-Berry, Joyce Joy E, Zhang, Rui
Published in Health data science (2021)
Published in Health data science (2021)
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Journal Article
Identifying Major Depressive Disorder From Clinical Notes Using Neural Language Models with Distant Supervision
Miller, Kurt, Kshatriya, Bhavani Singh Agnikula, Nunez, Nicolas A, Gardea-Resendez, Manuel, Ryu, Euijung, Coombes, Brandon J, Fu, Sunyang, Frye, Mark A., Biernacka, Joanna, Huang, Ming, Wang, Yanshan
Published in 2023 IEEE 11th International Conference on Healthcare Informatics (ICHI) (26.06.2023)
Published in 2023 IEEE 11th International Conference on Healthcare Informatics (ICHI) (26.06.2023)
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Conference Proceeding
Social and behavioral determinants of health in the era of artificial intelligence with electronic health records: A scoping review
Bompelli, Anusha, Wang, Yanshan, Wan, Ruyuan, Singh, Esha, Zhou, Yuqi, Xu, Lin, Oniani, David, Bhavani Singh Agnikula Kshatriya, Joyce, Balls-Berry, E, Zhang, Rui
Published in arXiv.org (13.06.2021)
Published in arXiv.org (13.06.2021)
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Paper
Journal Article
Natural Language Processing for Automatic Identification of Major Depressive Disorders in Free-Text Electronic Health Records
Nunez, Nicolas, Biernacka, Joanna M., Gardea-Resendez, Manuel, Agnikula Kshatriya, Bhavani Singh, Ryu, Euijung, Fu, Sunyang, Singh, Balwinder, Coombes, Brandon, Frye, Mark, Wang, Yanshan
Published in Biological psychiatry (1969) (01.05.2021)
Published in Biological psychiatry (1969) (01.05.2021)
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Journal Article
Sex differences in sociodemographic, clinical, and laboratory variables in childhood asthma
Chiarella, Sergio E., Garcia-Guaqueta, Danna P., Drake, Li Y., Dixon, Rachel E., King, Katherine S., Ryu, Euijung, Pongdee, Thanai, Park, Miguel A., Kita, Hirohito, Sagheb, Elham, Kshatriya, Bhavani Singh Agnikula, Sohn, Sunghwan, Wi, Chung-Il, Sadighi Akha, Amir A., Liu, Hongfang, Juhn, Young J.
Published in Annals of allergy, asthma, & immunology (01.10.2024)
Published in Annals of allergy, asthma, & immunology (01.10.2024)
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Journal Article
Sex differences in sociodemographic, clinical, and laboratory variables in childhood asthma: A birth cohort study
Chiarella, Sergio E, Garcia-Guaqueta, Danna P, Drake, Li Y, Dixon, Rachel E, King, Katherine S, Ryu, Euijung, Pongdee, Thanai, Park, Miguel A, Kita, Hirohito, Sagheb, Elham, Kshatriya, Bhavani Singh Agnikula, Sohn, Sunghwan, Wi, Chung-Il, Sadighi Akha, Amir A, Liu, Hongfang, Juhn, Young J
Published in Annals of allergy, asthma, & immunology (01.10.2024)
Published in Annals of allergy, asthma, & immunology (01.10.2024)
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Journal Article
A Technical Performance Study and Proposed Systematic and Comprehensive Evaluation of an ML-based CDS Solution for Pediatric Asthma
Overgaard, Shauna M, Peterson, Kevin J, Wi, Chung Ii, Kshatriya, Bhavani Singh Agnikula, Ohde, Joshua W, Brereton, Tracey, Zheng, Lu, Rost, Lauren, Zink, Janet, Nikakhtar, Amin, Pereira, Tara, Sohn, Sunghwan, Myers, Lynnea, Juhn, Young J
Published in AMIA ... Annual Symposium proceedings (2022)
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Published in AMIA ... Annual Symposium proceedings (2022)
Journal Article
Neural Language Models with Distant Supervision to Identify Major Depressive Disorder from Clinical Notes
Kshatriya, Bhavani Singh Agnikula, Nunez, Nicolas A, Resendez, Manuel Gardea, Ryu, Euijung, Coombes, Brandon J, Fu, Sunyang, Frye, Mark A, Biernacka, Joanna M, Wang, Yanshan
Year of Publication 19.04.2021
Year of Publication 19.04.2021
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Journal Article
Deep Learning Identification of Asthma Inhaler Techniques in Clinical Notes
Kshatriya, Bhavani Singh Agnikula, Sagheb, Elham, Wi, Chung-II, Yoon, Jungwon, Seol, Hee Yun, Juhn, Young, Sohn, Sunghwan
Published in 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (01.01.2020)
Published in 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (01.01.2020)
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Conference Proceeding
Journal Article
Neural Language Models with Distant Supervision to Identify Major Depressive Disorder from Clinical Notes
Bhavani Singh Agnikula Kshatriya, Nunez, Nicolas A, Manuel Gardea- Resendez, Ryu, Euijung, Coombes, Brandon J, Fu, Sunyang, Frye, Mark A, Biernacka, Joanna M, Wang, Yanshan
Published in arXiv.org (19.04.2021)
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Published in arXiv.org (19.04.2021)
Paper