Samuel L. Volchenboum

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 16

Top Topics

Data Interchange

Clinical Decision Support

Future Directions

Top Venues

npj Digit. Medicine

Publications

Travis Osterman, Teja Ganta, Sutin Chen, Samuel L. Volchenboum
mCODE® (Minimal Common Oncology Data Elements): a 3-year Update. AMIA (2022)
Bradley Carlson, Michael Watkins, Mei Li, Brian Furner, Ellen Cohen, Samuel L. Volchenboum
Increasing interoperability of the Pediatric Cancer Data Commons data model by mapping to common data models. AMIA (2022)
Erin L. Crowgey, Matthew K. Breitenstein, Theresa L. Walunas, Samuel L. Volchenboum
Complexities of a patient-powered data era: BYO (bring your own) genomics and wearables. AMIA (2019)
Philip H. Sossenheimer, Olivia Yvellez, Anoop M. Mayampurath, Samuel L. Volchenboum, David T. Rubin
A structured approach to working with wearable health data: lessons learned from the University of Chicago IBD biosensor study. AMIA (2019)
Alvin Rajkomar, Eyal Oren, Kai Chen, Andrew M. Dai, Nissan Hajaj, Michaela Hardt, Peter J. Liu, Xiaobing Liu, Jake Marcus, Mimi Sun, Patrik Sundberg, Hector Yee, Kun Zhang, Yi Zhang, Gerardo Flores, Gavin E. Duggan, Jamie Irvine, Quoc Le, Kurt Litsch, Alexander Mossin, Justin Tansuwan, De Wang, James Wexler, Jimbo Wilson, Dana Ludwig, Samuel L. Volchenboum, Katherine Chou, Michael Pearson, Srinivasan Madabushi, Nigam H. Shah, Atul J. Butte, Michael D. Howell, Claire Cui, Gregory S. Corrado, Jeffrey Dean
Scalable and accurate deep learning with electronic health records. npj Digit. Medicine 1 (2018)
Anoop M. Mayampurath, Samuel L. Volchenboum, L. Nelson Sanchez-Pinto
Using photoplethysmography data to estimate heart rate variability and its association with organ dysfunction in pediatric oncology patients. npj Digit. Medicine 1 (2018)
Edward A. Kolb, Erin L. Crowgey, Daniel Eckrich, Samuel L. Volchenboum
Applications for Improving Patient Care that Utilize Customized Common Data Models and Data Visualization Techniques. AMIA (2018)
Alvin Rajkomar, Eyal Oren, Kai Chen, Andrew M. Dai, Nissan Hajaj, Peter J. Liu, Xiaobing Liu, Mimi Sun, Patrik Sundberg, Hector Yee, Kun Zhang, Gavin E. Duggan, Gerardo Flores, Michaela Hardt, Jamie Irvine, Quoc V. Le, Kurt Litsch, Jake Marcus, Alexander Mossin, Justin Tansuwan, De Wang, James Wexler, Jimbo Wilson, Dana Ludwig, Samuel L. Volchenboum, Katherine Chou, Michael Pearson, Srinivasan Madabushi, Nigam H. Shah, Atul J. Butte, Michael Howell, Claire Cui, Greg Corrado, Jeff Dean
Scalable and accurate deep learning for electronic health records. CoRR (2018)
Keith Danahey, Brittany A. Borden, Brian Furner, Patrick Yukman, Sheena Hussain, Donald Saner, Samuel L. Volchenboum, Mark J. Ratain, Peter H. O'Donnell
Simplifying the use of pharmacogenomics in clinical practice: Building the genomic prescribing system. J. Biomed. Informatics 75 (2017)
Anoop M. Mayampurath, Jonathan Matthews, Samuel L. Volchenboum, Lazaro N. Sanchez-Pinto
A Data-driven Framework for Sub-Typing Stem Cell Transplant Recipients at Risk for Infection. AMIA (2017)
Patrick Yukman, Keith Danahey, Brittany A. Borden, Samuel L. Volchenboum, Mark J. Ratain, Peter H. O'Donnell
The Pharmacogenomics Research and Implementation DatabasE (PRIDE). CRI (2017)
Lauren B. Becnel, Samuel L. Volchenboum, Stephen Arneric, Brendan Delaney, Amy Harris Nordo
Impacts of CDISC (Clinical Data Interchange Standards Consortium) Standards on Clinical and Translational Research, Drug Development Tools and Learning Health Systems. CRI (2017)
Anoop M. Mayampurath, Dana P. Edelson, Michael D. Howell, Matthew M. Churpek, Samuel L. Volchenboum
A Deeper Exploration of Contagious Risk and the Neighborhood Effect. CRI (2017)
Keith Danahey, Wenndy Hernandez, Samuel L. Volchenboum, Mark J. Ratain, Minoli Perera, Peter H. O'Donnell
Ethnicity-specific pharmacogenomic clinical decision support in the Genomic Prescribing System. CRI (2017)
Samuel L. Volchenboum, Jorge Andrade, Riyue Bao, Kyle Hernandez
Mining Large-scale Cancer Genomics Data Using Cloud-based Bioinformatics Approaches. AMIA (2016)
Keith Danahey, Peter H. O'Donnell, Mark J. Ratain, Samuel L. Volchenboum, Emanuele Agolini, Kiang-Teck J. Yeo, Edward K. Leung, Yee Ming Lee
Integration of Cytochrome P450 2D6 (CYP2D6) Gene-Drug Results into a Clinical Decision Support System. CRI (2016)
Abel N. Kho, Denise M. Hynes, Satyender Goel, Anthony E. Solomonides, Ron Price, Bala Hota, Shannon A. Sims, Neil Bahroos, Francisco Angulo, William E. Trick, Elizabeth Tarlov, Fred D. Rachman, Andrew Hamilton, Erin O. Kaleba, Sameer Badlani, Samuel L. Volchenboum, Jonathan C. Silverstein, Jonathan N. Tobin, Michael A. Schwartz, David Levine, John B. Wong, Richard H. Kennedy, Jerry A. Krishnan, David O. Meltzer, John M. Collins, Terry Mazany
Brief communication: CAPriCORN: Chicago Area Patient-Centered Outcomes Research Network. J. Am. Medical Informatics Assoc. 21 (4) (2014)
Carolyn Petersen, Larry Ozeran, Jessica D. Tenenbaum, Samuel L. Volchenboum
Genomic Sequencing and Genetic Testing: Current Technological, Regulatory, Clinical, and Social Issues and Future Directions. AMIA (2013)