Beyond Pattern Recognition: A Gödelian Limit on Self-Validation in Radiologic Artificial Intelligence

Tugce Miroglu Guler; Pablo R. Ros; Sukru Mehmet Erturk

doi:10.1016/j.jacr.2026.02.020

Beyond Pattern Recognition: A Gödelian Limit on Self-Validation in Radiologic Artificial Intelligence

Tugce Miroglu Guler
, Pablo R. Ros
, Sukru Mehmet Erturk

Radiology

Istanbul University
Ministry of Health, Turkey

Research output: Contribution to journal › Comment/debate

Original language	English
Pages (from-to)	1015-1016
Number of pages	2
Journal	Journal of the American College of Radiology
Volume	23
Issue number	6
DOIs	https://doi.org/10.1016/j.jacr.2026.02.020
State	Published - Jun 2026

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10.1016/j.jacr.2026.02.020

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@article{c7dcfd6389f9441e8dd087ff6747bc99,

title = "Beyond Pattern Recognition: A G{\"o}delian Limit on Self-Validation in Radiologic Artificial Intelligence",

author = "Guler, \{Tugce Miroglu\} and Ros, \{Pablo R.\} and Erturk, \{Sukru Mehmet\}",

year = "2026",

month = jun,

doi = "10.1016/j.jacr.2026.02.020",

language = "English",

volume = "23",

pages = "1015--1016",

journal = "Journal of the American College of Radiology",

issn = "1546-1440",

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T1 - Beyond Pattern Recognition

T2 - A Gödelian Limit on Self-Validation in Radiologic Artificial Intelligence

AU - Guler, Tugce Miroglu

AU - Ros, Pablo R.

AU - Erturk, Sukru Mehmet

PY - 2026/6

Y1 - 2026/6

UR - https://www.scopus.com/pages/publications/105035537454

U2 - 10.1016/j.jacr.2026.02.020

DO - 10.1016/j.jacr.2026.02.020

M3 - Comment/debate

C2 - 41722668

AN - SCOPUS:105035537454

SN - 1546-1440

VL - 23

SP - 1015

EP - 1016

JO - Journal of the American College of Radiology

JF - Journal of the American College of Radiology

IS - 6

ER -

Beyond Pattern Recognition: A Gödelian Limit on Self-Validation in Radiologic Artificial Intelligence

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