SCI Abstract

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Fairness and inclusion methods for biomedical informatics research
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Modeling engagement with a digital behavior change intervention (HeartSteps II): An exploratory system identification approach
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Health text simplification: An annotated corpus for digestive cancer education and novel strategies for reinforcement learning
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Proxy endpoints — bridging clinical trials and real world data
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Large Language Models, scientific knowledge and factuality: A framework to streamline human expert evaluation
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Community knowledge graph abstraction for enhanced link prediction: A study on PubMed knowledge graph
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Cross-domain visual prompting with spatial proximity knowledge distillation for histological image classification
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Advancing cancer driver gene identification through an integrative network and pathway approach
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FuseLinker: Leveraging LLM’s pre-trained text embeddings and domain knowledge to enhance GNN-based link prediction on biomedical knowledge graphs
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Clinical outcome-guided deep temporal clustering for disease progression subtyping
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BAMRE: Joint extraction model of Chinese medical entities and relations based on Biaffine transformation with relation attention
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Algorithms for evaluation of minimal cut sets
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HEART: Learning better representation of EHR data with a heterogeneous relation-aware transformer
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Disentangling the phenotypic patterns of hypertension and chronic hypotension
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Augmenting biomedical named entity recognition with general-domain resources
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Learning to match patients to clinical trials using large language models
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Improving tabular data extraction in scanned laboratory reports using deep learning models
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Triple and quadruple optimization for feature selection in cancer biomarker discovery
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Demonstration-based learning for few-shot biomedical named entity recognition under machine reading comprehension
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PLRTE: Progressive learning for biomedical relation triplet extraction using large language models
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Implementation and evaluation of a system for assessment of the quality of long-term management of patients at a geriatric hospital
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Evaluating accuracy and fairness of clinical decision support algorithms when health care resources are limited
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Promoting equity in clinical research: The role of social determinants of health
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Identify and mitigate bias in electronic phenotyping: A comprehensive study from computational perspective
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Clinical research text summarization method based on fusion of domain knowledge
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DAS-DDI: A dual-view framework with drug association and drug structure for drug–drug interaction prediction
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Improving biomedical Named Entity Recognition with additional external contexts
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Location-enhanced syntactic knowledge for biomedical relation extraction
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Clinical domain knowledge-derived template improves post hoc AI explanations in pneumothorax classification
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Applying generative AI with retrieval augmented generation to summarize and extract key clinical information from electronic health records
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