Diagnostic reasoning prompts reveal the potential for large language model interpretability in medicine [PDF]
npj Digital Medicine, 2023 One of the major barriers to using large language models (LLMs) in medicine is the perception they use uninterpretable methods to make clinical decisions that are inherently different from the cognitive processes of clinicians.
Thomas Savage +4 more
doaj +3 more sources
A cohort study for the development and validation of a reflective inventory to quantify diagnostic reasoning skills in optometry practice [PDF]
BMC Medical Education, 2022 Background Diagnostic reasoning is an essential skill for optometry practice and a vital part of the curriculum for optometry trainees but there is limited understanding of how diagnostic reasoning is performed in optometry or how this skill is best ...
Amanda K. Edgar +3 more
doaj +3 more sources
Diagnostic reasoning in rehabilitation nutrition: Position paper by the Japanese Association of Rehabilitation Nutrition (secondary publication) [PDF]
Journal of General and Family Medicine, 2022 Diagnostic reasoning is the thought process used to arrive at a diagnosis based on symptoms, examination findings, and laboratory values. Diagnosis is categorized as nonanalytic reasoning (intuition) and analytic reasoning (analysis).
Hidetaka Wakabayashi +7 more
doaj +3 more sources
Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning [PDF]
Proc Conf Assoc Comput Linguist Meet, 2023 Generative artificial intelligence (AI) is a promising direction for augmenting clinical diagnostic decision support and reducing diagnostic errors, a leading contributor to medical errors.
Brihat Sharma +5 more
semanticscholar +2 more sources
DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing [PDF]
J Biomed Inform, 2022 The meaningful use of electronic health records (EHR) continues to progress in the digital era with clinical decision support systems augmented by artificial intelligence.
Yanjun Gao +6 more
semanticscholar +2 more sources
Clinical judgment and diagnostic reasoning of nursing students in clinical simulation [PDF]
Revista Brasileira de Enfermagem, 2020 Objectives: to determine the degree of association between clinical judgment and diagnostic reasoning of nursing students in clinical simulation. Methods: this is a correlational research design using a quantitative approach.
Janaina Gomes Perbone Nunes +5 more
doaj +5 more sources
Emulating Clinical Diagnostic Reasoning for Jaw Cysts with Machine Learning [PDF]
Diagnostics (Basel), 2022 The detection and classification of cystic lesions of the jaw is of high clinical relevance and represents a topic of interest in medical artificial intelligence research.
B. Feher +18 more
semanticscholar +2 more sources
An analysis of physicians' diagnostic reasoning regarding pediatric abusive head trauma. [PDF]
Child Abuse Negl, 2022 BACKGROUND Physician diagnoses of abusive head trauma (AHT) have been criticized for circular reasoning and over-reliance on a "triad" of findings. Absent a gold standard, analyses that apply restrictive reference standards for AHT and non-AHT could ...
K. Hymel +11 more
semanticscholar +2 more sources
Scoping review: Diagnostic reasoning as a component of clinical reasoning in the U.S. primary care nurse practitioner education [PDF]
J Adv Nurs, 2022 Aims Diagnostic Reasoning (DR) is an essential competency requiring mastery for safe, independent Nurse Practitioner (NP) practice, but little is known about DR content included in NP education programs.
Sheila K. Smith +3 more
semanticscholar +2 more sources
Operational contemporary diagnostic reasoning
Autopsy and Case Reports, 2015 under the terms of the Creative Commons Attribution Non-Commercial License which permits unrestricted non-commercial use, distribution, and reproduction in any medium provided article is properly cited. a General Outpatient Clinics Unit Clinical Division Heart Institute (Incor) Hospital das Clinicas Faculty of Medicine University of Sao Paulo, Sao ...
Alfredo José Mansur
doaj +3 more sources