Resultats de la cerca - Jyotishman Pathak

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  1. 1
    Electronic health records-driven phenotyping: challenges, recent advances, and perspectives

    Electronic health records-driven phenotyping: challenges, recent advances, and perspectives per Jyotishman Pathak, Abel Kho, Joshua C. Denny

    Publicat 2013
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  2. 2
    Empowering personalized medicine with big data and semantic web technology: Promises, challenges, and use cases

    Empowering personalized medicine with big data and semantic web technology: Promises, challenges, and use cases per Maryam Panahiazar, Vahid Taslimitehrani, Ashutosh Jadhav, Jyotishman Pathak

    Publicat 2014
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  3. 3
    Deep learning in mental health outcome research: a scoping review

    Deep learning in mental health outcome research: a scoping review per Chang Su, Zhenxing Xu, Jyotishman Pathak, Fei Wang

    Publicat 2020
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  4. 4
    Development and validation of a machine learning algorithm for predicting the risk of postpartum depression among pregnant women

    Development and validation of a machine learning algorithm for predicting the risk of postpartum depression among pregnant women per Yiye Zhang, Shuojia Wang, Alison Hermann, Rochelle Joly, Jyotishman Pathak

    Publicat 2020
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  5. 5
    Clinical phenotyping in selected national networks: demonstrating the need for high-throughput, portable, and computational methods

    Clinical phenotyping in selected national networks: demonstrating the need for high-throughput, portable, and computational methods per Rachel Richesson, Jimeng Sun, Jyotishman Pathak, Abel Kho, Joshua C. Denny

    Publicat 2016
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  6. 6
    The Role of Next-Generation Sequencing in Precision Medicine: A Review of Outcomes in Oncology

    The Role of Next-Generation Sequencing in Precision Medicine: A Review of Outcomes in Oncology per Margaret Morash, Hannah K Mitchell, Himisha Beltran, Olivier Elemento, Jyotishman Pathak

    Publicat 2018
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  7. 7
    Effects of social deprivation on risk factors for suicidal ideation and suicide attempts in commercially insured US youth and adults

    Effects of social deprivation on risk factors for suicidal ideation and suicide attempts in commercially insured US youth and adults per Wenna Xi, Samprit Banerjee, Mark Olfson, George S. Alexopoulos, Yunyu Xiao, Jyotishman Pathak

    Publicat 2023
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  8. 8
    Correlates of Mental Health Symptoms Among US Adults During COVID-19, March–April 2020

    Correlates of Mental Health Symptoms Among US Adults During COVID-19, March–April 2020 per Meghan Reading Turchioe, Lisa Grossman Liu, Annie Myers, Jyotishman Pathak, Ruth Masterson Creber

    Publicat 2020
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  9. 9
    Leveraging informatics for genetic studies: use of the electronic medical record to enable a genome-wide association study of peripheral arterial disease

    Leveraging informatics for genetic studies: use of the electronic medical record to enable a genome-wide association study of peripheral arterial disease per Iftikhar J. Kullo, J Fan, Jyotishman Pathak, Guergana Savova, Zeenat Ali, Christopher G. Chute

    Publicat 2010
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  10. 10
    Estimation of postpartum depression risk from electronic health records using machine learning

    Estimation of postpartum depression risk from electronic health records using machine learning per Guy Amit, Irena Girshovitz, Karni Marcus, Yiye Zhang, Jyotishman Pathak, Vered Bar, Pinchas Akiva

    Publicat 2021
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  11. 11
    Some experiences and opportunities for big data in translational research

    Some experiences and opportunities for big data in translational research per Christopher G. Chute, Mollie Ullman-Culleré, Grant M. Wood, Simon Lin, Min He, Jyotishman Pathak

    Publicat 2013
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  12. 12
    Mapping clinical phenotype data elements to standardized metadata repositories and controlled terminologies: the eMERGE Network experience

    Mapping clinical phenotype data elements to standardized metadata repositories and controlled terminologies: the eMERGE Network experience per Jyotishman Pathak, Janey Wang, Sudha Kashyap, Melissa Basford, Rongling Li, Daniel R. Masys, Christopher G. Chute

    Publicat 2011
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  13. 13
    Evaluating the Process of Online Health Information Searching: A Qualitative Approach to Exploring Consumer Perspectives

    Evaluating the Process of Online Health Information Searching: A Qualitative Approach to Exploring Consumer Perspectives per Alexander Fiksdal, Ashok Kumbamu, Ashutosh Jadhav, Cristian Cocos, Laurie A. Nelsen, Jyotishman Pathak, Jennifer B. McCormick

    Publicat 2014
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  14. 14
    Biobanks and personalized medicine

    Biobanks and personalized medicine per Janet E. Olson, Suzette J. Bielinski, Euijung Ryu, Erin Winkler, Paul Y. Takahashi, Jyotishman Pathak, James R. Cerhan

    Publicat 2014
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  15. 15
    The ATXN2-SH2B3 locus is associated with peripheral arterial disease: an electronic medical record-based genome-wide association study

    The ATXN2-SH2B3 locus is associated with peripheral arterial disease: an electronic medical record-based genome-wide association study per Iftikhar J. Kullo, Khader Shameer, Hayan Jouni, Timothy G. Lesnick, Jyotishman Pathak, Christopher G. Chute, Mariza de Andrade

    Publicat 2014
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  16. 16
    Semi-Supervised Approach to Monitoring Clinical Depressive Symptoms in Social Media

    Semi-Supervised Approach to Monitoring Clinical Depressive Symptoms in Social Media per Amir Hossein Yazdavar, Hussein S. Al-Olimat, Monireh Ebrahimi, Goonmeet Bajaj, Tanvi Banerjee, Krishnaprasad Thirunarayan, Jyotishman Pathak, Amit Sheth

    Publicat 2017
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  17. 17
    Question Answering for Suicide Risk Assessment Using Reddit

    Question Answering for Suicide Risk Assessment Using Reddit per Amanuel Alambo, Manas Gaur, Usha Lokala, Ugur Kursuncu, Krishnaprasad Thirunarayan, Amélie Gyrard, Amit Sheth, Randon S. Welton, Jyotishman Pathak

    Publicat 2019
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  18. 18
    Preparing for the bedside—optimizing a postpartum depression risk prediction model for clinical implementation in a health system

    Preparing for the bedside—optimizing a postpartum depression risk prediction model for clinical implementation in a health system per Yifan Liu, Rochelle Joly, Meghan Reading Turchioe, Natalie C. Benda, Alison Hermann, Ashley Beecy, Jyotishman Pathak, Yiye Zhang

    Publicat 2024
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  19. 19
    Knowledge-aware Assessment of Severity of Suicide Risk for Early Intervention

    Knowledge-aware Assessment of Severity of Suicide Risk for Early Intervention per Manas Gaur, Amanuel Alambo, Joy Prakash Sain, Ugur Kursuncu, Krishnaprasad Thirunarayan, Ramakanth Kavuluru, Amit Sheth, Randy Welton, Jyotishman Pathak

    Publicat 2019
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  20. 20
    Using weak supervision and deep learning to classify clinical notes for identification of current suicidal ideation

    Using weak supervision and deep learning to classify clinical notes for identification of current suicidal ideation per Marika Cusick, Prakash Adekkanattu, Thomas R. Campion, Evan Sholle, Annie Myers, Samprit Banerjee, George S. Alexopoulos, Yanshan Wang, Jyotishman Pathak

    Publicat 2021
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