Victor M. Castro

According to our database, Victor M. Castro authored at least 25 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

LATTE: Label-efficient incident phenotyping from longitudinal electronic health records.

Jun Wen, Jue Hou, Clara-Lea Bonzel, Yihan Zhao, Victor M. Castro, Vivian S. Gainer, Dana Weisenfeld, Tianrun Cai, Yuk-Lam Ho, Vidul Ayakulangara Panickan, Lauren Costa, Chuan Hong, J. Michael Gaziano, Katherine P. Liao, Junwei Lu, Kelly Cho, Tianxi Cai

Patterns, January, 2024

Semi-supervised Double Deep Learning Temporal Risk Prediction (SeDDLeR) with Electronic Health Records.

Isabelle-Emmanuella Nogues, Jun Wen, Yihan Zhao, Clara-Lea Bonzel, Victor M. Castro, Yucong Lin, Shike Xu, Jue Hou, Tianxi Cai

J. Biomed. Informatics, 2024

Environment Scan of Generative AI Infrastructure for Clinical and Translational Science.

Betina Idnay, Zihan Xu, William G. Adams, Mohammad Adibuzzaman, Nicholas R. Anderson, Neil Bahroos, Douglas S. Bell, Cody Bumgardner, Thomas R. Campion Jr., Victor M. Castro, James J. Cimino, I. Glenn Cohen, David A. Dorr, Peter L. Elkin, Jungwei W. Fan, Todd Ferris, David J. Foran, David A. Hanauer, Mike Hogarth, Kun Huang, Jayashree Kalpathy-Cramer, Manoj Kandpal, Niranjan S. Karnik, Avnish Katoch, Albert M. Lai, Christophe G. Lambert, Lang Li, Christopher Lindsell, Jinze Liu, Zhiyong Lu, Yuan Luo, Peter McGarvey, Eneida A. Mendonça, Parsa Mirhaji, Shawn N. Murphy, John D. Osborne, Ioannis Ch. Paschalidis, Paul A. Harris, Fred W. Prior, Nicholas J. Shaheen, Nawar Shara, Ida Sim, Umberto Tachinardi, Lemuel R. Waitman, Rosalind J. Wright, Adrian H. Zai, Kai Zheng, Sandra Soo-Jin Lee, Bradley A. Malin, Karthik Natarajan, W. Nicholson Price, Rui Zhang, Yiye Zhang, Hua Xu, Jiang Bian, Chunhua Weng, Yifan Peng

CoRR, 2024

2022

Multiview Incomplete Knowledge Graph Integration with application to cross-institutional EHR data harmonization.

Doudou Zhou, Ziming Gan, Xu Shi, Alina Patwari, Everett Neil Rush, Clara-Lea Bonzel, Vidul Ayakulangara Panickan, Chuan Hong, Yuk-Lam Ho, Tianrun Cai, Lauren Costa, Xiaoou Li, Victor M. Castro, Shawn N. Murphy, Gabriel A. Brat, Griffin M. Weber, Paul Avillach, J. Michael Gaziano, Kelly Cho, Katherine P. Liao, Junwei Lu, Tianxi Cai

J. Biomed. Informatics, 2022

The Mass General Brigham Biobank Portal: an i2b2-based data repository linking disparate and high-dimensional patient data to support multimodal analytics.

Victor M. Castro, Vivian S. Gainer, Nich Wattanasin, Barbara Benoit, Andrew Cagan, Bhaswati Ghosh, Sergey Goryachev, Reeta Metta, Heekyong Park, Taowei David Wang, Michael Mendis, Martin Rees, Christopher Herrick, Shawn N. Murphy

J. Am. Medical Informatics Assoc., 2022

2021

Clinical knowledge extraction via sparse embedding regression (KESER) with multi-center large scale electronic health record data.

Chuan Hong, Everett Neil Rush, Molei Liu, Doudou Zhou, Jiehuan Sun, Aaron Sonabend W., Victor M. Castro, Petra Schubert, Vidul Ayakulangara Panickan, Tianrun Cai, Lauren Costa, Zeling He, Nicholas B. Link, Ronald G. Hauser, J. Michael Gaziano, Shawn N. Murphy, George Ostrouchov, Yuk-Lam Ho, Edmon Begoli, Junwei Lu, Kelly Cho, Katherine P. Liao, Tianxi Cai

npj Digit. Medicine, 2021

Validation of an internationally derived patient severity phenotype to support COVID-19 analytics from electronic health record data.

Jeffrey G. Klann, Hossein Estiri, Griffin M. Weber, Bertrand Moal, Paul Avillach, Chuan Hong, Amelia L. M. Tan, Brett K. Beaulieu-Jones, Victor M. Castro, Thomas Maulhardt, Alon Geva, Alberto Malovini, Andrew M. South, Shyam Visweswaran, Michele Morris, Malarkodi J. Samayamuthu, Gilbert S. Omenn, Kee Yuan Ngiam, Kenneth D. Mandl, Martin Boeker, Karen L. Olson, Danielle L. Mowery, Robert W. Follett, David A. Hanauer, Riccardo Bellazzi, Jason H. Moore, Ne-Hooi Will Loh, Douglas S. Bell, Kavishwar B. Wagholikar, Luca Chiovato, Valentina Tibollo, Siegbert Rieg, Anthony L. L. J. Li, Vianney Jouhet, Emily Schriver, Zongqi Xia, Meghan Hutch, Yuan Luo, Isaac S. Kohane, Gabriel A. Brat, Shawn N. Murphy

J. Am. Medical Informatics Assoc., 2021

A Novel Data Portal to Enable COVID-19 Data Integration and Analysis.

Nich Wattanasin, Victor M. Castro, Vivian S. Gainer, Barbara Benoit, Andrew Cagan, Reeta Metta, Shawn N. Murphy

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Evaluation of the Portability of Natural Language Processing-based Computable Phenotypes in the eMERGE Network.

Jennifer A. Pacheco, Luke V. Rasmussen, Ken Wiley, Thomas N. Person, David J. Cronkite, Sunghwan Sohn, Shawn N. Murphy, Justin H. Gundelach, Vivian S. Gainer, Victor M. Castro, Cong Liu, Todd Lingren, Frank D. Mentch, Agnes S. Sundaresan, Garrett Eickelberg, Valerie Willis, Al'ona Furmanchuk, Roshan Patel, David S. Carrell, Marc S. Williams, Elizabeth W. Karlson, Jodell E. Linder, Yuan Luo, Chunhua Weng, Wei-Qi Wei

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

Transitive Sequencing Medical Records for Mining Predictive and Interpretable Temporal Representations.

Hossein Estiri, Zachary H. Strasser, Jeffrey G. Klann, Thomas H. McCoy Jr., Kavishwar B. Wagholikar, Sebastien Vasey, Victor M. Castro, Marykate Murphy, Shawn N. Murphy

Patterns, 2020

sureLDA: A multidisease automated phenotyping method for the electronic health record.

Yuri Ahuja, Doudou Zhou, Zeling He, Jiehuan Sun, Victor M. Castro, Vivian S. Gainer, Shawn N. Murphy, Chuan Hong, Tianxi Cai

J. Am. Medical Informatics Assoc., 2020

HistoriView: An Interactive and Scalable Visual Exploratory Plugin for Longitudinal Patient Data Review.

Heekyong Park, Taowei David Wang, Vivian S. Gainer, Victor M. Castro, Nich Wattanasin, Shawn N. Murphy

Proceedings of the AMIA 2020, 2020

High-throughput Phenotyping with EHR Sequences.

Shawn N. Murphy, Hossein Estiri, Zachary H. Strasser, Kavishwar B. Wagholikar, Victor M. Castro

Proceedings of the AMIA 2020, 2020

Generative Transfer Learning for Measuring Plausibility of EHR Diagnosis Records Over Time.

Hossein Estiri, Sebastien Vasey, Jeffrey G. Klann, Victor M. Castro, Shawn N. Murphy

Proceedings of the AMIA 2020, 2020

2019

High-throughput multimodal automated phenotyping (MAP) with application to PheWAS.

Katherine P. Liao, Jiehuan Sun, Tianrun A. Cai, Nicholas B. Link, Chuan Hong, Jie Huang, Jennifer E. Huffman, Jessica L. Gronsbell, Yichi Zhang, Yuk-Lam Ho, Victor M. Castro, Vivian S. Gainer, Shawn N. Murphy, Christopher J. O'Donnell, J. Michael Gaziano, Kelly Cho, Peter Szolovits, Isaac S. Kohane, Sheng Yu

J. Am. Medical Informatics Assoc., 2019

sureLDA: A Novel Multi-Disease Automated Phenotyping Method for the Electronic Health Record.

Yuri Ahuja, Doudou Zhou, Zeling He, Jiehuan Sun, Victor M. Castro, Vivian S. Gainer, Shawn N. Murphy, Chuan Hong, Tianxi Cai

Proceedings of the AMIA 2019, 2019

2018

High-Throughput Multimodal Automated Phenotyping (MAP) Incorporating Natural Language Processing with Application to PheWAS.

Katherine P. Liao, Jiehuan Sun, Tianrun A. Cai, Nicholas B. Link, Chuan Hong, Jie Huang, Jennifer E. Huffman, Jessica L. Gronsbell, Lauren Costa, Victor M. Castro, Vivian S. Gainer, Shawn N. Murphy, J. Michael Gaziano, Kelly Cho, Peter Szolovits, Isaac S. Kohane, Sheng Yu, Tianxi Cai

Proceedings of the AMIA 2018, 2018

2017

Applying Computed Phenotypes Derived from Electronic Health Records in the Partners HealthCare Biobank Using i2b2.

Victor M. Castro, Nich Wattanasin, Vivian S. Gainer, Bhaswati Ghosh, Shawn N. Murphy

Proceedings of the Summit on Clinical Research Informatics, 2017

Building Better Timeline Interactions for Patient Chart Reviews.

Heekyong Park, Taowei David Wang, Vivian S. Gainer, Victor M. Castro, Shawn N. Murphy

Proceedings of the AMIA 2017, 2017

2015

Computable Phenotypes enabled by the i2b2 Validation Platform.

Shawn N. Murphy, Vivian S. Gainer, Victor M. Castro, Alyssa P. Goodson, Lori C. Phillips, Sheng Yu, Tianxi Cai

Proceedings of the AMIA 2015, 2015

Stratification of Risk for Fall Resulting in Hospital Readmission through Medication Side Effects Profiles.

Thomas H. McCoy Jr., Victor M. Castro, Roy H. Perlis

Proceedings of the AMIA 2015, 2015

2014

Evaluation of matched control algorithms in EHR-based phenotyping studies: A case study of inflammatory bowel disease comorbidities.

Victor M. Castro, W. Kay Apperson, Vivian S. Gainer, Ashwin N. Ananthakrishnan, Alyssa P. Goodson, Taowei David Wang, Christopher D. Herrick, Shawn N. Murphy

J. Biomed. Informatics, 2014

Integrating Information from Unstructured Text with Structured Clinical Data from an Electronic Medical Record to Improve Patient Cohort Identification.

Victor M. Castro, Sergey Goryachev, Christopher Herrick, Vivian S. Gainer, Martin Rees, Shawn N. Murphy

Proceedings of the AMIA 2014, 2014

2013

Amassing Pediatric Brain MRI's to Understand "Normal" using Mi2b2.

Shawn N. Murphy, Christopher Herrick, Victor M. Castro, Randy L. Gollub, Nathaniel Reynolds, Patricia Ellen Grant

Proceedings of the AMIA 2013, 2013

2012

Implementing a pharmacovigilance framework using data from electronic medical records.

Victor M. Castro, Vivian S. Gainer, Christopher Herrick, Shawn N. Murphy, Wannapa Kay Mahamaneerat

Proceedings of the AMIA 2012, 2012