Non‐analytical models of clinical reasoning: the role of experience

By G. Norman, M. Young, L. Brooks. Medical Education, 2007

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Diagnostic Inferencing via Improving Clinical Concept Extraction with Deep Reinforcement Learning: A Preliminary Study (2017, background): “), the clinician administers appropriate medical tests or procedures, infers the accurate diagnosis, and prescribes the best-possible treatment plan based on his/her experience or up-to-date knowledge/evidence obtained through substantial research on relevant external resources (Pelaccia et al., 201”
Learning to Diagnose: Assimilating Clinical Narratives using Deep Reinforcement Learning (2017, background): “Given a clinical case narrative such as a patient’s past medical history and current condition, a clinician performs complex cognitive processes to infer the probable diagnosis based on his/her experience or up-to-date knowledge obtained from relevant external resources (Norman et al., 2007).”