Towards AI-Assisted Clinical Trial Matching: Practical Considerations, Multicenter Evaluation, and Real-World Deployment

arXiv:2609.01202 · cs.CL, cs.AI, cs.CY · Submitted 2026-09-01 · Read on arXiv

cs.CL, cs.AI, cs.CY

Submitted: 2026-09-01

Updated: 2026-09-01

Comments: 43 pages, 12 figures

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Benchmark — 46× in this paper · explained in 2 episodes
Benchmarking — 9× in this paper · explained in 4 episodes
Precision Oncology Tumor Board — 9× in this paper
National Cancer Institute — 7× in this paper
University of Illinois Cancer Center — 6× in this paper
Aggregation — 5× in this paper · explained in 1 episode
Alignment — 3× in this paper · explained in 1 episode
Center for Cancer Research — 3× in this paper
NIH Office of Patient Recruitment — 3× in this paper
Calibration — 2× in this paper · explained in 7 episodes
Center for Immuno-Oncology — 2× in this paper
Consistency — 2× in this paper · explained in 3 episodes
University of Pittsburgh Medical Center — 2× in this paper
Artificial Intelligence (AI) — 1× in this paper · explained in 2 episodes
EMMA — 1× in this paper · explained in 2 episodes
Failure Modes — 1× in this paper · explained in 3 episodes
Generalizability — 1× in this paper · explained in 6 episodes
National Eye Institute — 1× in this paper
National Human Genome Research Institute — 1× in this paper
National Institute of Allergy and Infectious Diseases — 1× in this paper
National Institute of Dental and Craniofacial Research — 1× in this paper
National Institute of Environmental Health Sciences — 1× in this paper
National Institute of Mental Health — 1× in this paper
National Institute on Drug Abuse — 1× in this paper
Special Interest Group on Information Retrieval — 1× in this paper
Transformer — 1× in this paper · explained in 2 episodes

Terminology

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