What to Report? A Systematic Review of Medical AI Reporting Guidelines: Preliminary Results

Ekaterina Akhmad; Daniël Slob; Aiara Lobo Gomes; Andre Dekker; Johan van Soest

doi:10.3233/SHTI250351

What to Report? A Systematic Review of Medical AI Reporting Guidelines: Preliminary Results

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Abstract

We present preliminary results of a systematic review of reporting guidelines for nine papers from clinical and non-clinical databases. Initial results show that there is no single standard that fulfills the needs of distinct stakeholders.

Original language	English
Pages (from-to)	390-391
Number of pages	2
Journal	Studies in Health Technology and Informatics
Volume	327
DOIs	https://doi.org/10.3233/SHTI250351
Publication status	Published - 15 May 2025

Keywords

artificial intelligence
machine learning
medicine
reporting guidelines

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10.3233/SHTI250351Licence: CC BY-NC

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title = "What to Report? A Systematic Review of Medical AI Reporting Guidelines: Preliminary Results",

abstract = "We present preliminary results of a systematic review of reporting guidelines for nine papers from clinical and non-clinical databases. Initial results show that there is no single standard that fulfills the needs of distinct stakeholders.",

keywords = "artificial intelligence, machine learning, medicine, reporting guidelines",

author = "Ekaterina Akhmad and Dani{\"e}l Slob and \{Lobo Gomes\}, Aiara and Andre Dekker and \{van Soest\}, Johan",

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AU - Akhmad, Ekaterina

AU - Slob, Daniël

AU - Lobo Gomes, Aiara

AU - Dekker, Andre

AU - van Soest, Johan

PY - 2025/5/15

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AB - We present preliminary results of a systematic review of reporting guidelines for nine papers from clinical and non-clinical databases. Initial results show that there is no single standard that fulfills the needs of distinct stakeholders.

KW - artificial intelligence

KW - machine learning

KW - medicine

KW - reporting guidelines

U2 - 10.3233/SHTI250351

DO - 10.3233/SHTI250351

M3 - Article

SN - 0926-9630

VL - 327

SP - 390

EP - 391

JO - Studies in Health Technology and Informatics

JF - Studies in Health Technology and Informatics

ER -

What to Report? A Systematic Review of Medical AI Reporting Guidelines: Preliminary Results

Abstract

Keywords

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