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Proceedings of Machine Learning Research|April 26, 2024
Context-Sensitive Spelling Correction of Clinical Text via Conditional IndependenceJuyong Kim, Jeremy C Weiss, Pradeep Ravikumar
Proceedings of the Conference on Empirical Methods in Natural Language Processing. Conference on Empirical Methods in Natural Language Processing|March 13, 2024
AnEMIC: A Framework for Benchmarking ICD Coding ModelsJuyong Kim, Abheesht Sharma, Suhas Shanbhogue, et al.
Arxiv|July 2, 2026
Text Knows What, Tables Know When: Clinical Timeline Reconstruction via Retrieval-Augmented Multimodal AlignmentSayantan Kumar, Shahriar Noroozizadeh, Juyong Kim, et al.
Arxiv|July 30, 2025
MIMIC-\RNum{4}-Ext-22MCTS: A 22 Millions-Event Temporal Clinical Time-Series Dataset with Relative Timestamp for Risk PredictionJing Wang, Xing Niu, Juyong Kim, et al.
Advances in Knowledge Discovery and Data Mining : ... Pacific-Asia Conference, PAKDD ..., Proceedings. Pacific-Asia Conference on Knowledge Discovery and Data Mining|July 10, 2024
Using Multimodal Data to Improve Precision of Inpatient Event TimelinesGabriel Frattallone-Llado, Juyong Kim, Cheng Cheng, et al.
Advances in Neural Information Processing Systems|August 27, 2016
Beyond Sub-Gaussian Measurements: High-Dimensional Structured Estimation with Sub-Exponential DesignsVidyashankar Sivakumar, Arindam Banerjee, Pradeep Ravikumar
Advances in Neural Information Processing Systems|March 15, 2019
The Expxorcist: Nonparametric Graphical Models Via Conditional Exponential DensitiesArun Sai Suggala, Mladen Kolar, Pradeep Ravikumar
Arxiv|July 30, 2025
A Large-Language Model Framework for Relative Timeline Extraction from PubMed Case ReportsJing Wang, Jeremy C Weiss
Arxiv|July 30, 2025
Reconstructing Sepsis Trajectories from Clinical Case Reports using LLMs: the Textual Time Series Corpus for SepsisShahriar Noroozizadeh, Jeremy C Weiss
AMIA Joint Summits on Translational Science Proceedings. AMIA Joint Summits on Translational Science|June 12, 2025
A Large-Language Model Framework for Relative Timeline Extraction from PubMed Case ReportsJing Wang, Jeremy C Weiss
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