Nigam Shah
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
30
Venues
9
Active years
2008–2025
Best venue rank
A*
Where they publish
Papers
30 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICLR | Time-to-Event Pretraining for 3D Medical Imaging. | Zepeng Frazier Huo, Jason Alan Fries, Alejandro Lozano, Jeya Maria Jose Valanarasu, Ethan Steinberg, Louis Blankemeier, Akshay S. Chaudhari, Curtis P. Langlotz, Nigam Shah |
| 2025 | ICLR | Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHR Data. | Michael Wornow, Suhana Bedi, Miguel Angel Fuentes Hernandez, Ethan Steinberg, Jason Alan Fries, Christopher R, Sanmi Koyejo, Nigam Shah |
| 2024 | ICLR | MOTOR: A Time-to-Event Foundation Model For Structured Medical Records. | Ethan Steinberg, Jason Alan Fries, Yizhe Xu, Nigam Shah |
| 2023 | ACL | Efficient Diagnosis Assignment Using Unstructured Clinical Notes. | Louis Blankemeier, Jason A. Fries, Robert Tinn, Joseph Preston, Nigam Shah, Akshay Chaudhari |
| 2022 | AMIA | Predicting patients who are likely to develop Lupus Nephritis of those newly diagnosed with Systemic Lupus Erythematosus. | Katelyn K. Bechler, Nigam Shah |
| 2021 | AMIA | Multi-Modal Data Science for Healthcare: State of the Art, Challenges, and Opportunities. | Yuan Luo, Fei Wang, Benjamin S. Glicksberg, Jessilyn Dunn, Nigam Shah |
| 2020 | AMIA | Data Quality Assessment of Laboratory Data. | Vojtech Huser, Clair Blacketer, Karthik Natarajan, Robert T. Miller, Andrew Williams, Selva Muthu Kumaran Sathappan, Jos D. Posada, Nigam Shah |
| 2020 | AMIA | Normalizing Clinical Document Titles to LOINC Document Ontology: an Initial Study. | Xu Zuo, Jianfu Li, Bo Zhao, Yujia Zhou, Xiao Dong, Jon D. Duke, Karthik Natarajan, George Hripcsak, Nigam Shah, Juan M. Banda, Ruth M. Reeves, Hua Xu |
| 2018 | AMIA | Treatment Pathways in Patients with Cancer Using a Large-scale Observational Data Network. | Ruijun Chen, Patrick B. Ryan, Karthik Natarajan, Thomas Falconer, Christian G. Reich, Rohit Vashisht, Nigam Shah, George Hripcsak |
| 2018 | AMIA | Transfer learning to adapt predictive models for pediatric patients in the EHR. | Stephen R. Pfohl, Nigam Shah |
| 2018 | AMIA | Identifying cases of metastatic prostate cancer using machine learning on electronic health records. | Martin G. Seneviratne, Juan M. Banda, James D. Brooks, Nigam Shah, Tina Hernandez-Boussard |
| 2018 | PSB | Addressing vital sign alarm fatigue using personalized alarm thresholds. | Sarah Poole, Nigam Shah |
| 2017 | AMIA | From Large-Scale Network Analytics to Clinical Solutions in OHDSI. | Jon D. Duke, George Hripcsak, Patrick B. Ryan, Nigam Shah |
| 2017 | AMIA | Impact of Clinician Experience on Machine Learned Clinical Order Patterns. | Jason K. Wang, Alejandro Schuler, Nigam Shah, Jonathan H. Chen |
| 2017 | ICLR | The Effectiveness of Transfer Learning in Electronic Health Records Data. | Sbastien Dubois, Nathanael Romano, Kenneth Jung, Nigam Shah, David C. Kale |
| 2016 | AMIA | Learning Effective Treatment Pathways for Type-2 Diabetes from a clinical data warehouse. | Rohit Vashisht, Kenneth Jung, Nigam Shah |
| 2016 | PSB | Session Introduction. | Kelly Regan, Zachary B. Abrams, Michael F. Sharpnack, Arunima Srivastava, Kun Huang, Nigam Shah, Philip R. O. Payne |
| 2015 | AMIA | Recent Advances in Computational Drug Repositioning. | Atul J. Butte, Nigam Shah, Nicholas P. Tatonetti, Hua Xu, Ping Zhang |
| 2015 | AMIA | The Value of an Open-Source Observational Research Collaboratory: Results from the OHDSI Initiative. | Jon D. Duke, George Hripcsak, Nigam Shah, Patrick B. Ryan |
| 2014 | KDD | Medicine in the age of electronic health records. | Nigam Shah |
| 2014 | PSB | Session introduction. | Graciela Gonzalez, Kevin Bretonnel Cohen, Robert Leaman, Casey S. Greene, Nigam Shah, Maricel G. Kann, Jieping Ye |
| 2014 | WWW | Finding progression stages in time-evolving event sequences. | Jaewon Yang, Julian J. McAuley, Jure Leskovec, Paea LePendu, Nigam Shah |
| 2013 | AMIA | Predictive Models in Mental Health: From Diagnosis to Treatment. | Sandy Huang, Paea LePendu, Srinivasan V Iyer, Ming Tai-Seale, David Carrell, Nigam Shah |
| 2013 | AMIA | Learning Practice-based Evidence from Unstructured Clinical Notes. | Nigam Shah, Paea LePendu, Anna Bauer-Mehren, Srinivasan V Iyer, Kenneth Jung, Tyler Cole, Rave Harpaz |
| 2013 | CIKM | Refining health outcomes of interest using formal concept analysis and semantic query expansion. | Olivier Cur, Henri Maurer, Nigam Shah, Paea LePendu |
| 2013 | ICMLA | Mining Biomedical Ontologies and Data Using RDF Hypergraphs. | Haishan Liu, Dejing Dou, Ruoming Jin, Paea LePendu, Nigam Shah |
| 2013 | PSB | Session introduction. | Graciela Gonzalez, Kevin Bretonnel Cohen, Casey S. Greene, Udo Hahn, Maricel G. Kann, Robert Leaman, Nigam Shah, Jieping Ye |
| 2012 | AINA | Performance of Left Outer Join on Hadoop with Right Side within Single Node Memory Size. | Byambajargal Byambajav, Tomasz Wiktor Wlodarczyk, Chunming Rong, Paea LePendu, Nigam Shah |
| 2012 | PSB | Session introduction. | Kevin Bretonnel Cohen, Yael Garten, Nigam Shah, Udo Hahn |
| 2008 | AMIA | Comparison of Ontology-based Semantic-Similarity Measures. | Wei-Nchih Lee, Nigam Shah, Karanjot Sundlass, Mark A. Musen |