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Detecting early gingivitis with Faster R-CNN
A Deep LearningBased Approach for the Detection of Early Signs of Gingivitis in Orthodontic Patients Using Faster RegionBased Convolutional Neural Networks Authors: Edoardo Staderini; Rosamaria Fastuc...
DL-based segmentation of Periodontal Tissue Ultrasound images
TITLE: Automatic Segmentation of Periodontal Tissue Ultrasound Images with Artificial Intelligence: A Novel Method for Improving Dataset Quality Authors: Stefano Pagliari; Shinji Kuroda; Roberto Sacco...
DL-based classification of cervical vertebrae maturation in cephalometrics
TITLE: AggregateNet: A deep learning model for automated classification of cervical vertebrae maturation stages Authors: Salih Furkan Atici; Rashid Ansari; Veerasathpurush Allareddy; Omar Suhaym; Ahme...
Automatic 3D landmarking using deep neural networks on CT scans
TITLE: Automatic 3D landmarking model using patchbased deep neural networks for CT image of oral and maxillofacial surgery Authors: Qingchuan Ma; Etsuko Kobayashi; Bowen Fan; Keiichi Nakagawa; Ichiro...
AI-based detection of periodontal attachment level in BW
TITLE: A generative adversarial inpainting network to enhance prediction of periodontal clinical attachment level Authors: Vasant P. Kearney; AlfaIbrahim M. Yansane; Ryan G. Brandon; Ram Vaderhobli; G...
Detecting cell nuclei on oral cytology using Mask R-CNN
Application of the Sliding Window Method and MaskRCNN Method to Nuclear Recognition in Oral Cytology Authors: Eiji Mitate, Kirin Inoue, Retsushi Sato, Youichi Shimomoto, Seigo Ohba, Kinuko Ogata, Tomo...
DL for Prediction of Malignant Transformation in Oral Epithelial Dysplasia in Slide Images
Deep Learning Prediction of Malignant Transformation in Oral Epithelial Dysplasia Using Whole Slide Images Authors: Raja Muhammad Saad Bashir; Adam J. Shephard; Hanya Mahmood; Neda Azarmehr; Shan E Ah...
Deep Learning for TMJ Disc Segmentation on MRI
Deep Learning for TMJ Disc Segmentation on MRI Authors: Shota Ito; Yuichi Mine; Yuki Yoshimi; Saori Takeda; Akari Tanaka; Azusa Onishi; Tzu‑Yu Peng; Takashi Nakamoto; Toshikazu Nagasaki; Naoya Kakimot...
Detecting Apical Lesions on Periapical Radiographs Using Transfer Learning
Detecting Apical Lesions on Periapical Radiographs Using Transfer Learning Authors: Yueh Chuo; WenMing Lin; TsungYi Chen; MeiLing Chan; YuSung Chang; YanRu Lin; YuanJin Lin; YuHan Shao; ChiungAn Chen;...
Automated Identification of Cephalometric Landmarks Using Cascade CNNs
Accuracy of Automated Identification of Lateral Cephalometric Landmarks Using Cascade CNNs Authors: Jaerong Kim; Inhwan Kim; Yoon‑Ji Kim; Minji Kim; Jin‑Hyoung Cho; Mihee Hong; Kyung‑Hwa Kang; Sung‑Ho...
Caries detection using YOLOv3 on bitewing radiographs
Assessment of YOLOv3 for caries detection in bitewing radiographs based on the ICCMS™ radiographic scoring system Authors: Wannakamon Panyarak, Wattanapong Suttapak, Kittichai Wantanajittikul, Arnon C...
AI automatically detects and numbers teeth in periapical X-rays
A deep learning approach to automatic teeth detection and numbering based on object detection in dental periapical films Authors: Hu Chen, Kailai Zhang, Peijun Lyu, Hong Li, Ludan Zhang, Ji Wu, ChinHu...
Deep learning for dental implant planning using CBCT
A deep learning approach for dental implant planning in conebeam computed tomography images Authors: Sevda Kurt Bayrakdar, Kaan Orhan, Ibrahim Sevki Bayrakdar, Elif Bilgir, Matvey Ezhov, Maxim Gusarev...
AI-based detection of Oral Cavity Squamous Cell Carcinoma from photographic images
A Deep Learning Algorithm for Detection of Oral Cavity Squamous Cell Carcinoma from Photographic Images: A Retrospective Study Authors: Qiuyun Fu, Yehansen Chen, Zhihang Li, Qianyan Jing, Chuanyu Hu,...
AI detection of radicular cysts and granulomas on panoramic X-rays
A Deep Learning Approach for Radiological Detection and Classification of Radicular Cysts and Periapical Granulomas Authors: Jonas Ver Berne, Soroush Baseri Saadi, Constantinus Politis, Reinhilde Jaco...
AI-based 3D facial symmetry analysis before and after OGS
Automatic Assessment of 3Dimensional Facial Soft Tissue Symmetry Before and After Orthognathic Surgery Using a Machine Learning Model: A Preliminary Experience Authors: LunJou Lo, ChaoTung Yang, Cheng...
AI-assisted bone age assessment using hand–wrist radiographs
Evaluation of the clinical efficacy of a TW3based fully automated bone age assessment system using deep neural networks Authors: NanYoung Shin, ByoungDai Lee, JuHee Kang, HyeRin Kim, Dong Hyo Oh, Byun...
Tracking tongue muscle strain with DL using MRI
Analysis of Tongue Muscle Strain During Speech From Multimodal Magnetic Resonance Imaging Authors: Yuan Zhang, Shuo Zhang, Fangxu Xing, Georgios Papanikolaou, Hasan H. Ugurbil, K. Siddiqi, W. S. Hoge,...
Deep Learning Classifies Facial Regions on Ultrasound with 96% Accuracy
Analysis of Facial Ultrasonography Images Based on Deep Learning Authors: KangWoo Lee, HyungJin Lee, Hyewon Hu, HeeJin Kim Summary This clinical study from Yonsei University College of Dentistry and T...
Automatic cephalometric landmark detection using deep learning
A Fully Deep Learning Model for the Automatic Identification of Cephalometric Landmarks Authors: Young Hyun Kim, Chena Lee, EunGyu Ha, Yoon Jeong Choi, SangSun Han Summary This study from Yonsei Unive...
AI detection of oral lichen planus from clinical photographs
A Deep Learning Algorithm for Classification of Oral Lichen Planus Lesions from Photographic Images: A Retrospective Study Authors: Gaye Keser, İbrahim Şevki Bayrakdar, Filiz Namdar Pekiner, Özer Çeli...
95 % F-score in teeth recognition on periapical X-rays using Faster R-CNN
A RelationBased Framework for Effective Teeth Recognition on Dental Periapical XRays Authors: Kailai Zhang, Hu Chen, Peijun Lyu, Ji Wu Summary This study from Tsinghua University and Peking University...
AI auto-positioning of the dental arch in panoramic radiography
A Convolutional Neural NetworkBased AutoPositioning Method for Dental Arch in Rotational Panoramic Radiography Authors: Xin Du, Yi Chen, Jun Zhao, Yan Xi Summary Dental panoramic radiography (DPR) is...
AI framework for automatic tooth numbering and charting in dental radiographs
A Comprehensive Artificial Intelligence Framework for Dental Diagnosis and Charting Authors: Tanjida Kabir, ChunTeh Lee, Luyao Chen, Xiaoqian Jiang, and Shayan Shams Summary Kabir et al. proposed a co...