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Journal Articles
- 2021
[j5]Daniel J. B. Clarke
, Minji Jeon, Daniel J. Stein, Nicole Moiseyev, Eryk Kropiwnicki, Charles Dai, Zhuorui Xie, Megan L. Wojciechowicz, Skylar Litz, Jason Hom, John Erol Evangelista, Lucas Goldman, Serena Zhang, Christine Yoon, Tahmid Ahamed, Samantha Bhuiyan, Minxuan Cheng, Julie Karam, Kathleen M. Jagodnik, Ingrid Shu, Alexander Lachmann, Sam Ayling, Sherry L. Jenkins, Avi Ma'ayan:
Appyters: Turning Jupyter Notebooks into data-driven web apps. Patterns 2(3): 100213 (2021)- 2020
- [j4]Andre Kumar, Rachael C. Aikens, Jason Hom, Lisa Shieh, Jonathan Chiang, David Morales, Divya Saini, Mark A. Musen, Michael T. M. Baiocchi, Russ B. Altman, Mary K. Goldstein, Steven M. Asch, Jonathan H. Chen:
OrderRex clinical user testing: a randomized trial of recommender system decision support on simulated cases. J. Am. Medical Informatics Assoc. 27(12): 1850-1859 (2020) - [j3]Maxim V. Kuleshov, Daniel J. Stein, Daniel J. B. Clarke, Eryk Kropiwnicki, Kathleen M. Jagodnik, Alon Bartal, John Erol Evangelista, Jason Hom, Minxuan Cheng, Allison Bailey, Abigail Zhou, Laura B. Ferguson, Alexander Lachmann, Avi Ma'ayan:
The COVID-19 Drug and Gene Set Library. Patterns 1(6): 100090 (2020) - 2019
- [j2]Henry Kwang, Eric Mou, Ilana Richman, Andre Kumar, Caroline Berube, Rajani Kaimal, Neera Ahuja, Stephanie Harman, Tyler Johnson, Neil Shah, Ronald Witteles, Robert Harrington, Lisa Shieh, Jason Hom:
Thrombophilia testing in the inpatient setting: impact of an educational intervention. BMC Medical Informatics Decis. Mak. 19(1): 167:1-167:8 (2019) - 2018
- [j1]Jason K. Wang, Jason Hom, Santhosh Balasubramanian, Alejandro Schuler, Nigam H. Shah, Mary K. Goldstein, Michael T. M. Baiocchi, Jonathan H. Chen:
An evaluation of clinical order patterns machine-learned from clinician cohorts stratified by patient mortality outcomes. J. Biomed. Informatics 86: 109-119 (2018)
Conference and Workshop Papers
- 2024
- [c3]Justin Xu, Zhihong Chen, Andrew Johnston, Louis Blankemeier, Maya Varma, Jason Hom, William J. Collins, Ankit Modi, Robert Lloyd, Benjamin Hopkins, Curtis P. Langlotz, Jean-Benoit Delbrouck:
Overview of the First Shared Task on Clinical Text Generation: RRG24 and "Discharge Me!". BioNLP@ACL 2024: 85-98 - 2022
- [c2]Kush Gupta, Jason Hom, Ted Ross, Jonathan Masterson, Alexander Chin, Arnold Milstein, Jonathan H. Chen:
Modifiable Inpatient Cost Variability at a Large Academic Medical Center. AMIA 2022 - 2018
- [c1]Santhosh Balasubramanian, Jason Hom, Shivaal Roy, Jonathan H. Chen:
Machine Learning Predictable Inpatient Lab Results for High-Value Care. AMIA 2018
Informal and Other Publications
- 2024
- [i5]Asad Aali, Dave Van Veen, Yamin Ishraq Arefeen, Jason Hom, Christian Bluethgen, Eduardo Pontes Reis, Sergios Gatidis, Namuun Clifford, Joseph Daws, Arash S. Tehrani, Jangwon Kim, Akshay S. Chaudhari:
A Benchmark of Domain-Adapted Large Language Models for Generating Brief Hospital Course Summaries. CoRR abs/2403.05720 (2024) - [i4]Louis Blankemeier, Joseph Paul Cohen, Ashwin Kumar, Dave Van Veen, Syed Jamal Safdar Gardezi, Magdalini Paschali, Zhihong Chen, Jean-Benoit Delbrouck, Eduardo Pontes Reis, Cesar Truyts, Christian Bluethgen, Malte Engmann Kjeldskov Jensen, Sophie Ostmeier, Maya Varma, Jeya Maria Jose Valanarasu, Zhongnan Fang, Zepeng Huo, Zaid Nabulsi, Diego Ardila, Wei-Hung Weng, Edson Amaro Júnior, Neera Ahuja, Jason Alan Fries, Nigam H. Shah, Andrew Johnston, Robert D. Boutin, Andrew Wentland, Curtis P. Langlotz, Jason Hom, Sergios Gatidis, Akshay S. Chaudhari:
Merlin: A Vision Language Foundation Model for 3D Computed Tomography. CoRR abs/2406.06512 (2024) - [i3]Asad Aali, Andrew Johnston, Louis Blankemeier, Dave Van Veen, Laura T. Derry, David Svec, Jason Hom, Robert D. Boutin, Akshay S. Chaudhari:
Detecting Underdiagnosed Medical Conditions with Deep Learning-Based Opportunistic CT Imaging. CoRR abs/2409.11686 (2024) - [i2]Justin Xu, Zhihong Chen, Andrew Johnston, Louis Blankemeier, Maya Varma, Jason Hom, William J. Collins, Ankit Modi, Robert Lloyd, Benjamin Hopkins, Curtis P. Langlotz, Jean-Benoit Delbrouck:
Overview of the First Shared Task on Clinical Text Generation: RRG24 and "D$ischarge Me!". CoRR abs/2409.16603 (2024) - 2023
- [i1]Dave Van Veen, Cara Van Uden, Louis Blankemeier, Jean-Benoit Delbrouck, Asad Aali, Christian Bluethgen, Anuj Pareek, Malgorzata Polacin, William Collins, Neera Ahuja, Curtis P. Langlotz, Jason Hom, Sergios Gatidis, John M. Pauly, Akshay S. Chaudhari:
Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts. CoRR abs/2309.07430 (2023)
Coauthor Index
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