Automated classification of panoramic radiographs with inflammatory periapical lesions using a CNN-LSTM architecture

Combining CNN and LSTM models improves the classification of panoramic radiographs with and without inflammatory periapical lesions.

Authors

Institutions

Publication Details

Journal
Journal of Dentistry
Published
2025-03-16
DOI
https://doi.org/10.1016/j.jdent.2025.105688
Citations
11
Primary Topic
Dental Radiography and Imaging
Type
article
Field-Weighted Citation Impact
19.70
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Automated classification of panoramic radiographs with inflammatory periapical lesions using a CNN-LSTM architecture

Jonas Ver Berne, Nicolly Oliveira‐Santos, Reinhilde Jacobs, Luiz Eduardo Marinho-Vieira et al.
11 citations
Journal of Dentistry
Dental Radiography and Imaging
19.70
article

Automated classification of panoramic radiographs with inflammatory periapical lesions using a CNN-LSTM architecture

Jonas Ver Berne, Nicolly Oliveira‐Santos, Reinhilde Jacobs, Luiz Eduardo Marinho-Vieira, Soroush Baseri Saadi
article en
11 citations

Abstract

Combining CNN and LSTM models improves the classification of panoramic radiographs with and without inflammatory periapical lesions.

Journal of DentistryVol. 156
Catholic University of America (US), KU Leuven (BE)
Sustainable cities and communities
Openalex Percentile: Top 1%
Dental Radiography and Imaging
19.70
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.