The Role of Next-Generation Sequencing in Precision Medicine: A Review of Outcomes in Oncology

by Margaret Morash, Hannah Mitchell, Himisha Beltran, Olivier Elemento, Jyotishman Pathak
Published 2018-09-01

Association of co-occurring opioid or other substance use disorders with increased healthcare utilization in patients with depression

by Veer Vekaria, Budhaditya Bose, Sean M. Murphy, Jonathan Avery, George Alexopoulos, Jyotishman Pathak
Published 2021-05-01

Estimation of postpartum depression risk from electronic health records using machine learning

by Guy Amit, Irena Girshovitz, Karni Marcus, Yiye Zhang, Jyotishman Pathak, Vered Bar, Pinchas Akiva
Published 2021-09-01

Characterization of time-variant and time-invariant assessment of suicidality on Reddit using C-SSRS.

by Manas Gaur, Vamsi Aribandi, Amanuel Alambo, Ugur Kursuncu, Krishnaprasad Thirunarayan, Jonathan Beich, Jyotishman Pathak, Amit Sheth
Published 2021-01-01

Developing a portable natural language processing based phenotyping system

by Himanshu Sharma, Chengsheng Mao, Yizhen Zhang, Haleh Vatani, Liang Yao, Yizhen Zhong, Luke Rasmussen, Guoqian Jiang, Jyotishman Pathak, Yuan Luo
Published 2019-04-01

Identifying urban built environment factors in pregnancy care and maternal mental health outcomes

by Yiye Zhang, Mohammad Tayarani, Shuojia Wang, Yifan Liu, Mohit Sharma, Rochelle Joly, Arindam RoyChoudhury, Alison Hermann, Oliver H. Gao, Jyotishman Pathak
Published 2021-09-01

Multimodal mental health analysis in social media.

by Amir Hossein Yazdavar, Mohammad Saeid Mahdavinejad, Goonmeet Bajaj, William Romine, Amit Sheth, Amir Hassan Monadjemi, Krishnaprasad Thirunarayan, John M Meddar, Annie Myers, Jyotishman Pathak, Pascal Hitzler
Published 2020-01-01

Bi-directional association between depression and HF: An electronic health records-based cohort study

by William V Bobo, Euijung Ryu, Tanya M Petterson, Kandace Lackore, Yijing Cheng, Hongfang Liu, Laura Suarez, Martin Preisig, Leslie T Cooper, Veronique L Roger, Jyotishman Pathak, Alanna M Chamberlain
Published 2020-12-01

Measuring the impact of ambulatory red blood cell transfusion on home functional status: study protocol for a pilot randomized controlled trial

by Dennis H. Murphree, Theresa N. Kinard, Nandita Khera, Curtis B. Storlie, Che Ngufor, Sudhindra Upadhyaya, Jyotishman Pathak, Emma Fortune, Eapen K. Jacob, Rickey E. Carter, Karl A. Poterack, Daryl J. Kor
Published 2017-03-01

Subphenotyping depression using machine learning and electronic health records

by Zhenxing Xu, Fei Wang, Prakash Adekkanattu, Budhaditya Bose, Veer Vekaria, Pascal Brandt, Guoqian Jiang, Richard C. Kiefer, Yuan Luo, Jennifer A. Pacheco, Luke V. Rasmussen, Jie Xu, George Alexopoulos, Jyotishman Pathak
Published 2020-10-01

Data‐driven discovery of probable Alzheimer's disease and related dementia subphenotypes using electronic health records

by Jie Xu, Fei Wang, Zhenxing Xu, Prakash Adekkanattu, Pascal Brandt, Guoqian Jiang, Richard C. Kiefer, Yuan Luo, Chengsheng Mao, Jennifer A. Pacheco, Luke V. Rasmussen, Yiye Zhang, Richard Isaacson, Jyotishman Pathak
Published 2020-10-01

Toward cross‐platform electronic health record‐driven phenotyping using Clinical Quality Language

by Pascal S. Brandt, Richard C. Kiefer, Jennifer A. Pacheco, Prakash Adekkanattu, Evan T. Sholle, Faraz S. Ahmad, Jie Xu, Zhenxing Xu, Jessica S. Ancker, Fei Wang, Yuan Luo, Guoqian Jiang, Jyotishman Pathak, Luke V. Rasmussen
Published 2020-10-01

Automated Diabetes Case Identification Using Electronic Health Record Data at a Tertiary Care Facility

by Sudhi G. Upadhyaya, MS, Dennis H. Murphree, Jr., PhD, Che G. Ngufor, PhD, Alison M. Knight, MS, Daniel J. Cronk, MS, Robert R. Cima, MD, Timothy B. Curry, MD, PhD, Jyotishman Pathak, PhD, Rickey E. Carter, PhD, Daryl J. Kor, MD, MSc
Published 2017-07-01

A conceptual model for translating omic data into clinical action

by Timothy M Herr, Suzette J Bielinski, Erwin Bottinger, Ariel Brautbar, Murray Brilliant, Christopher G Chute, Joshua Denny, Robert R Freimuth, Andrea Hartzler, Joseph Kannry, Isaac S Kohane, Iftikhar J Kullo, Simon Lin, Jyotishman Pathak, Peggy Peissig, Jill Pulley, James Ralston, Luke Rasmussen, Dan Roden, Gerard Tromp, Marc S Williams, Justin Starren
Published 2015-01-01

Practical considerations in genomic decision support: The eMERGE experience

by Timothy M Herr, Suzette J Bielinski, Erwin Bottinger, Ariel Brautbar, Murray Brilliant, Christopher G Chute, Beth L Cobb, Joshua C Denny, Hakon Hakonarson, Andrea L Hartzler, George Hripcsak, Joseph Kannry, Isaac S Kohane, Iftikhar J Kullo, Simon Lin, Shannon Manzi, Keith Marsolo, Casey Lynnette Overby, Jyotishman Pathak, Peggy Peissig, Jill Pulley, James Ralston, Luke Rasmussen, Dan M Roden, Gerard Tromp, Timothy Uphoff, Chunhua Weng, Wendy Wolf, Marc S Williams, Justin Starren
Published 2015-01-01

Genetic variants associated with serum thyroid stimulating hormone (TSH) levels in European Americans and African Americans from the eMERGE Network.

by Jennifer R Malinowski, Joshua C Denny, Suzette J Bielinski, Melissa A Basford, Yuki Bradford, Peggy L Peissig, David Carrell, David R Crosslin, Jyotishman Pathak, Luke Rasmussen, Jennifer Pacheco, Abel Kho, Katherine M Newton, Rongling Li, Iftikhar J Kullo, Christopher G Chute, Rex L Chisholm, Gail P Jarvik, Eric B Larson, Catherine A McCarty, Daniel R Masys, Dan M Roden, Mariza de Andrade, Marylyn D Ritchie, Dana C Crawford
Published 2014-01-01

Genome-wide study of resistant hypertension identified from electronic health records.

by Logan Dumitrescu, Marylyn D Ritchie, Joshua C Denny, Nihal M El Rouby, Caitrin W McDonough, Yuki Bradford, Andrea H Ramirez, Suzette J Bielinski, Melissa A Basford, High Seng Chai, Peggy Peissig, David Carrell, Jyotishman Pathak, Luke V Rasmussen, Xiaoming Wang, Jennifer A Pacheco, Abel N Kho, M Geoffrey Hayes, Martha Matsumoto, Maureen E Smith, Rongling Li, Rhonda M Cooper-DeHoff, Iftikhar J Kullo, Christopher G Chute, Rex L Chisholm, Gail P Jarvik, Eric B Larson, David Carey, Catherine A McCarty, Marc S Williams, Dan M Roden, Erwin Bottinger, Julie A Johnson, Mariza de Andrade, Dana C Crawford
Published 2017-01-01

A Trans-Ethnic Genome-Wide Association Study of Uterine Fibroids

by Todd L. Edwards, Todd L. Edwards, Todd L. Edwards, Ayush Giri, Ayush Giri, Ayush Giri, Jacklyn N. Hellwege, Jacklyn N. Hellwege, Jacklyn N. Hellwege, Katherine E. Hartmann, Katherine E. Hartmann, Elizabeth A. Stewart, Janina M. Jeff, Michael J. Bray, Sarah A. Pendergrass, Eric S. Torstenson, Eric S. Torstenson, Eric S. Torstenson, Jacob M. Keaton, Jacob M. Keaton, Jacob M. Keaton, Sarah H. Jones, Sarah H. Jones, Radhika P. Gogoi, Helena Kuivaniemi, Helena Kuivaniemi, Kathryn L. Jackson, Abel N. Kho, Iftikhar J. Kullo, Catherine A. McCarty, Hae Kyung Im, Jennifer A. Pacheco, Jyotishman Pathak, Marc S. Williams, Gerard Tromp, Gerard Tromp, Eimear E. Kenny, Eimear E. Kenny, Peggy L. Peissig, Joshua C. Denny, Dan M. Roden, Digna R. Velez Edwards, Digna R. Velez Edwards, Digna R. Velez Edwards
Published 2019-06-01