publication venue for
- Scalable scientific interest profiling using large language models.. 172. 2025
- CLEAR: A vision to support clinical evidence lifecycle with continuous learning.. 169. 2025
- Identifying progression subphenotypes of Alzheimer's disease from large-scale electronic health records with machine learning.. 165. 2025
- A multimodal approach for few-shot biomedical named entity recognition in low-resource languages.. 161. 2024
- Demonstration-based learning for few-shot biomedical named entity recognition under machine reading comprehension.. 159. 2024
- Identifying social determinants of health from clinical narratives: A study of performance, documentation ratio, and potential bias.. 153. 2024
- Leveraging generative AI for clinical evidence synthesis needs to ensure trustworthiness.. 153. 2024
- AD-BERT: Using pre-trained language model to predict the progression from mild cognitive impairment to Alzheimer's disease.. 144. 2023
- Representing and utilizing clinical textual data for real world studies: An OHDSI approach.. 142. 2023
- Trustworthy assertion classification through prompting.. 132. 2022
- CODER: Knowledge-infused cross-lingual medical term embedding for term normalization.. 126. 2022
- A predictive model of clinical deterioration among hospitalized COVID-19 patients by harnessing hospital course trajectories.. 118. 2021
- Critical carE Database for Advanced Research (CEDAR): An automated method to support intensive care units with electronic health record data.. 118. 2021
- Extracting and classifying diagnosis dates from clinical notes: A case study.. 110. 2020
- Identifying sub-phenotypes of acute kidney injury using structured and unstructured electronic health record data with memory networks.. 102. 2020
- Data mining techniques utilizing latent class models to evaluate emergency department revisits.. 101. 2019
- Association networks in a matched case-control design - Co-occurrence patterns of preexisting chronic medical conditions in patients with major depression versus their matched controls.. 87. 2018
- A scalable method for supporting multiple patient cohort discovery projects using i2b2.. 84. 2018
- Impact of an electronic handoff documentation tool on team shared mental models in pediatric critical care.. 69. 2017
- Revealing structures in narratives: A mixed-methods approach to studying interdisciplinary handoff in critical care.. 62. 2016
- Paving the COWpath: Learning and visualizing clinical pathways from electronic health record data.. 58. 2015
- Associating co-authorship patterns with publications in high-impact journals.. 52. 2014
- Automatic generation of investigator bibliographies for institutional research networking systems.. 51. 2014
- eTACTS: a method for dynamically filtering clinical trial search results.. 46. 2013
- Cross-terminology mapping challenges: a demonstration using medication terminological systems.. 45. 2012
- In search of common ground in handoff documentation in an Intensive Care Unit.. 45. 2011
- Gene pathways and subnetworks distinguish between major glioma subtypes and elucidate potential underlying biology.. 43. 2010
- An image score inference system for RNAi genome-wide screening based on fuzzy mixture regression modeling.. 42. 2008
- Comparison of reversible-jump Markov-chain-Monte-Carlo learning approach with other methods for missing enzyme identification.. 41. 2007
- Workflow modeling in critical care: piecing together your own puzzle.. 40. 2006
- A computerized cellular imaging system for high content analysis in Monastrol suppressor screens.. 39. 2005
- Designing the design phase of critical care devices: a cognitive approach.. 38. 2005
- Decisions about critical events in device-related scenarios as a function of expertise.. 38. 2004
- Cancer classification and prediction using logistic regression with Bayesian gene selection.. 37. 2004
- The United Hospital Fund meeting on evaluating health information exchange. 2007
- Biomedical multimodal large language models: From model-centric development to clinically grounded evaluation and integration.. 177. 2026
- The crisis of biomedical foundation models.. 171. 2025
- From GPT to DeepSeek: Significant gaps remain in realizing AI in healthcare.. 163. 2025
- Novel informatics approaches to COVID-19 Research: From methods to applications.. 129. 2022
- A review on knowledge graphs for healthcare: Resources, applications, and promises. 2025
- Machine learning applications related to suicide in military and Veterans: A scoping literature review. 2025
- A survey of recent methods for addressing AI fairness and bias in biomedicine. 2024
- A scoping review of fair machine learning techniques when using real-world data. 2024
- A scoping review on multimodal deep learning in biomedical images and texts. 2023
- Navigation in the electronic health record: A review of the safety and usability literature. 2017
- Content overlap in nurse and physician handoff artifacts and the potential role of electronic health records: a systematic review. 2011
- Health information technology and health information exchange in New York State: new initiatives in implementation and evaluation. 2007
- Redesigning electronic health record systems to support public health. 2007
- Graph theoretic modeling of large-scale semantic networks. 2005