Samuel L. Volchenboum

19 papers Misc 8Journal 6Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Hybrid Quantum-AI Framework for Protein Structure Prediction on NISQ Devices.
CoRR
Yuqi Zhang, Yuxin Yang, Feixiong Chen, Cheng-Chang Lu, Nima Saeidi, Samuel L. Volchenboum, Junhan Zhao, Siwei Chen, Weiwen Jiang, Qiang Guan
2022 Misc conf
Increasing interoperability of the Pediatric Cancer Data Commons data model by mapping to common data models.
AMIA
Bradley Carlson, Michael Watkins, Mei Li, Brian Furner, Ellen Cohen, Samuel L. Volchenboum
2022 Misc conf
mCODE® (Minimal Common Oncology Data Elements): a 3-year Update.
AMIA
Travis Osterman, Teja Ganta, Sutin Chen, Samuel L. Volchenboum
2019 Misc conf
A structured approach to working with wearable health data: lessons learned from the University of Chicago IBD biosensor study.
AMIA
Philip H. Sossenheimer, Olivia Yvellez, Anoop M. Mayampurath, Samuel L. Volchenboum, David T. Rubin
2019 Misc conf
Complexities of a patient-powered data era: BYO (bring your own) genomics and wearables.
AMIA
Erin L. Crowgey, Matthew K. Breitenstein, Theresa L. Walunas, Samuel L. Volchenboum
2018 Misc conf
Applications for Improving Patient Care that Utilize Customized Common Data Models and Data Visualization Techniques.
AMIA
Edward A. Kolb, Erin L. Crowgey, Daniel Eckrich, Samuel L. Volchenboum
2018 J jnl
Scalable and accurate deep learning for electronic health records.
CoRR
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 D. Howell, Claire Cui, Greg Corrado, Jeff Dean
2018 J jnl
Scalable and accurate deep learning with electronic health records.
npj Digit. Medicine
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
2018 J jnl
Using photoplethysmography data to estimate heart rate variability and its association with organ dysfunction in pediatric oncology patients.
npj Digit. Medicine
Anoop M. Mayampurath, Samuel L. Volchenboum, L. Nelson Sanchez-Pinto
2017 Misc conf
A Data-driven Framework for Sub-Typing Stem Cell Transplant Recipients at Risk for Infection.
AMIA
Anoop M. Mayampurath, Jonathan Matthews, Samuel L. Volchenboum, Lazaro N. Sanchez-Pinto
2017 — conf
A Deeper Exploration of Contagious Risk and the Neighborhood Effect.
CRI
Anoop M. Mayampurath, Dana P. Edelson, Michael D. Howell, Matthew M. Churpek, Samuel L. Volchenboum
2017 — conf
Ethnicity-specific pharmacogenomic clinical decision support in the Genomic Prescribing System.
CRI
Keith Danahey, Wenndy Hernandez, Samuel L. Volchenboum, Mark J. Ratain, Minoli Perera, Peter H. O'Donnell
2017 — conf
Impacts of CDISC (Clinical Data Interchange Standards Consortium) Standards on Clinical and Translational Research, Drug Development Tools and Learning Health Systems.
CRI
Lauren B. Becnel, Samuel L. Volchenboum, Stephen Arneric, Brendan Delaney, Amy Harris Nordo
2017 J jnl
Simplifying the use of pharmacogenomics in clinical practice: Building the genomic prescribing system.
J. Biomed. Informatics
Keith Danahey, Brittany A. Borden, Brian Furner, Patrick Yukman, Sheena Hussain, Donald Saner, Samuel L. Volchenboum, Mark J. Ratain, Peter H. O'Donnell
2017 — conf
The Pharmacogenomics Research and Implementation DatabasE (PRIDE).
CRI
Patrick Yukman, Keith Danahey, Brittany A. Borden, Samuel L. Volchenboum, Mark J. Ratain, Peter H. O'Donnell
2016 — conf
Integration of Cytochrome P450 2D6 (CYP2D6) Gene-Drug Results into a Clinical Decision Support System.
CRI
Keith Danahey, Peter H. O'Donnell, Mark J. Ratain, Samuel L. Volchenboum, Emanuele Agolini, Kiang-Teck J. Yeo, Edward K. Leung, Yee Ming Lee
2016 Misc conf
Mining Large-scale Cancer Genomics Data Using Cloud-based Bioinformatics Approaches.
AMIA
Samuel L. Volchenboum, Jorge Andrade, Riyue Bao, Kyle Hernandez
2014 J jnl
Brief communication: CAPriCORN: Chicago Area Patient-Centered Outcomes Research Network.
J. Am. Medical Informatics Assoc.
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
2013 Misc conf
Genomic Sequencing and Genetic Testing: Current Technological, Regulatory, Clinical, and Social Issues and Future Directions.
AMIA
Carolyn Petersen, Larry Ozeran, Jessica D. Tenenbaum, Samuel L. Volchenboum