Artificial intelligence as a diagnostic support tool in hysteroscopy: current evidence and clinical implications

AI applied to hysteroscopy shows considerable promise for enhancing diagnostic accuracy, consistency, and intraoperative decision-making. To enable translation into practice, future research should emphasize multicenter collaborations, standardized imaging protocols, external validation, and the development of explainable models that can be trusted in clinical settings.

Authors

Institutions

Publication Details

Journal
Minimally Invasive Therapy & Allied Technologies
Published
2026-02-23
DOI
https://doi.org/10.1080/13645706.2026.2635049
Primary Topic
Gynecological conditions and treatments
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Artificial intelligence as a diagnostic support tool in hysteroscopy: current evidence and clinical implications

Marcello Ceccaroni, Filippo Alberto Ferrari, Federico Ferrari
Minimally Invasive Therapy & Allied Technologies
Gynecological conditions and treatments
article

Artificial intelligence as a diagnostic support tool in hysteroscopy: current evidence and clinical implications

Marcello Ceccaroni, Filippo Alberto Ferrari, Federico Ferrari
article en

Abstract

AI applied to hysteroscopy shows considerable promise for enhancing diagnostic accuracy, consistency, and intraoperative decision-making. To enable translation into practice, future research should emphasize multicenter collaborations, standardized imaging protocols, external validation, and the development of explainable models that can be trusted in clinical settings.

Minimally Invasive Therapy & Allied Technologies
University of Ferrara (IT), Churchill Hospital (GB), Agostino Gemelli University Polyclinic (IT), Ospedale Sacro Cuore Don Calabria (IT), University of Clermont Auvergne (FR), Fatebenefratelli Hospital (IT), Institut de Recherche contre les Cancers de l’Appareil Digestif (FR), Fondazione IRCCS Istituto Nazionale dei Tumori (IT), Institut de Chirurgie Guidée par l'Image (FR), Ospedale San Pietro Fatebenefratelli (IT), University of Brescia (IT)
Peace, Justice and strong institutions
Openalex Percentile: Top 43%
Gynecological conditions and treatments
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.