The logic of medical reasoning: toward an integrated inductive, deductive, and abductive approach to clinical practices

The study concluded that a triadic approach to clinical reasoning, incorporating abduction, deduction, and induction, is essential for effective medical diagnostics. In particular, abduction plays a pivotal role in navigating the complexities of clinical decision-making. The integration of AI tools can reduce noise and improve diagnostic processes, but the essential human elements of insight and judgment remain irreplaceable in patient care.

Authors

Institutions

Publication Details

Journal
Philosophy Ethics and Humanities in Medicine
Published
2025-09-16
DOI
https://doi.org/10.1186/s13010-025-00178-y
Citations
1
Primary Topic
Clinical Reasoning and Diagnostic Skills
Type
article
Field-Weighted Citation Impact
1.52
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The logic of medical reasoning: toward an integrated inductive, deductive, and abductive approach to clinical practices

Donald E. Stanley, Ahti‐Veikko Pietarinen
1 citations
Philosophy Ethics and Humanities in Medicine
Clinical Reasoning and Diagnostic Skills
1.52
article

The logic of medical reasoning: toward an integrated inductive, deductive, and abductive approach to clinical practices

Donald E. Stanley, Ahti‐Veikko Pietarinen
article en
1 citations

Abstract

The study concluded that a triadic approach to clinical reasoning, incorporating abduction, deduction, and induction, is essential for effective medical diagnostics. In particular, abduction plays a pivotal role in navigating the complexities of clinical decision-making. The integration of AI tools can reduce noise and improve diagnostic processes, but the essential human elements of insight and judgment remain irreplaceable in patient care.

Philosophy Ethics and Humanities in MedicineVol. 20(1)
Hong Kong Baptist University (HK), Maine Medical Center (US)
Openalex Percentile: Top 13%
Clinical Reasoning and Diagnostic Skills
1.52
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.