Latest Research in Clinical Language Informatics

Top Research Topics in Clinical Language Informatics

• Computation and Language — 19 papers
• Computer Vision and Pattern Recognition — 13 papers
• Artificial Intelligence — 11 papers
• Biomedical Text Mining and Ontologies — 11 papers
• Robotics — 6 papers
• Topic Modeling — 5 papers
• Optimization and Control — 5 papers
• Artificial Intelligence in Healthcare and Education — 4 papers
• Machine Learning in Healthcare — 3 papers
• AI in cancer detection — 3 papers

Highest-Cited Papers

1. CIViC MCP: Integrating Large Language Models with the Clinical Interpretations of Variants in Cancer (2 citations)
2. Key Coverage Matters: Semi-Structured Extraction of OCR Clinical Reports
3. DeepWeaver: Bridging the Evidence Synthesis Gap in Open-Ended Question Answering
4. MedStruct-S: A Benchmark for Key Discovery, Key-Conditioned QA and Semi-Structured Extraction from OCR Clinical Reports
5. Stabilization of Two Parallel Coupled Strings
6. SmartMM: A Domain-Specific Large Language Model for Medical Microbiology
7. Effect of Fitzpatrick Skin Type Prompting on Diagnostic Accuracy in Multimodal Large Language Models: A Within-Image Experimental Study
8. PathoArgus: Advancing Evidence-Grounded Long-Context Visual Reasoning across Gigapixel Whole-Slide and Multi-Slide Case Contexts
9. Multimodal Language Models Benchmarked Against the NRC Reactor Operator Licensing Examination: Fine-Tuning and Retrieval Strategies
10. CACSurv: Concordance-Aligned Comparative Learning with Large Language Models for Cancer Survival Prediction
11. Span-Reference and Grounding Reliability in Generative Spanish Clinical Named Entity Recognition: A Validation Study
12. GraphRAG-ADR: a knowledge graph–enhanced approach for extracting Adverse Drug Reactions (ADRs) from patient narratives
13. Benchmarking commercial large language models for gene–disease–phenotype extraction from full‐text human genetics literature
14. Stability-guided hyper-parameter tuning for stability selection
15. Morphology-Conditioned World Model for Cross-Embodiment Quadrupedal Locomotion
16. FedPref: Federated Preference Learning for Structured Radiology Report Extraction
17. Effects of iTunSMPB metadata on decoded PCM stream hash reproducibility in iOS AAC audio recordings: A multi‐phase experimental study
18. Toward federated large language models in medicine: a parameter-efficient framework for privacy-preserving, multi-institutional adaptation
19. From Missing Data to Conditional Decisions: An Exploratory Pilot on Epistemic Control in Three Large Language Models
20. Complementary Physical Dimensions of Vrancea (Romania) Intermediate-Depth Ground Motions: Intensity Measures and Their Implications for Sustainable Structural and Geotechnical Risk Assessment

Sub-Regions

• Econometrics — 92 papers
• Artificial Intelligence in Healthcare and Education — 67 papers
• Artificial Intelligence — 50 papers
• Computation and Language — 48 papers
• Injury Epidemiology and Prevention — 32 papers
• Computer Vision and Pattern Recognition — 17 papers