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AI Detecting Severe Sleep Apnea from Laterla Cepahalometric X-Rays
1. Title: Machine learning for imagebased detection of patients with obstructive sleep apnea: an exploratory study 2. Authors: Satoru Tsuiki; Takuya Nagaoka; Tatsuya Fukuda; Yuki Sakamoto; Fernanda R....
Automatic Detection of Maxillary Sinus Lesions with 3D CNN on CBCT
1. Title: Automatic detection and segmentation of morphological changes of the maxillary sinus mucosa on conebeam computed tomography images using a threedimensional convolutional neural network 2. Au...
Deep Learning for Alveolar Bone Loss Measurement in Periapical Radiographs
Title: Use of the deep learning approach to measure alveolar bone level Authors: ChunTeh Lee; Tanjida Kabir; Jiman Nelson; Sally Sheng; HsiuWan Meng; Thomas E. Van Dyke; Muhammad F. Walji; Xiaoqian Ji...
AI-based MRI classification of temporomandibular disorder
1. Title: Classifying Temporomandibular Disorder with Artificial Intelligent Architecture Using Magnetic Resonance Imaging 2. Authors: ZihKai Kao; NengTai Chiu; HungTa Hondar Wu; WanChen Chang; DingHa...
ANN-based classification of tooth features using 3D dental scan data
1. Title: Artificial Neural Networks as a powerful numerical tool to classify specific features of a tooth based on 3D scan data 2. Authors: Andrea Rizzoli; Daniele Chiesi; Andrea Nocerino; Matteo Ras...
Adaptive neural network for dental caries detection on intraoral radiographs
1. Title: Algorithmic analysis for dental caries detection using an adaptive neural network architecture 2. Authors: Mina Park; Jihye Kim; JaeHong Lee; JaeSeo Lee 3. Summary: The study presents an aut...
DL-based tooth germs detection on panoramic radiographs
1. Title: A deep learning approach to permanent tooth germ detection on pediatric panoramic radiographs 2. Authors: Emine Kaya; Huseyin Gurkan Gunec; Kader Cesur Aydin; Elif Seyda Urkmez; Recep Durana...
AI-based identification of dental implant manufacturers using periapical radiographs
1. Title: Automated Identification of Dental Implants Using Artificial Intelligence 2. Authors: Rafael Pereira da Mata Santos; Higor Eduardo Vieira Oliveira Prado; Idalísio Soares Aranha Neto; Guilher...
DL predictis mandibular growth using cephalometric radiographs
1. Title: Deep learningbased prediction of mandibular growth trend in children with anterior crossbite using cephalometric radiographs 2. Authors: JiaNan Zhang, HaiPing Lu, Jia Hou, Qiong Wang FengYan...
AI-based segmentation of the parotid gland on CT images
1. Title: DeepLearningBased Automatic Segmentation of Parotid Gland on Computed Tomography Images. 2. Authors: Önder M.; Evli C.; Türk E.; Kazan O.; Bayrakdar İ.Ş.; Çelik Ö.; Costa A.L.F.; Gomes J.P.P...
AI-based classification of odontogenic cysts using digital micrographs
1. Title: Automated classification of four types of developmental odontogenic cysts 2. Authors: Xiang Li; Yating Zhou; Jiawen Wang; et al. 3. Summary: The researchers developed and evaluated a set of...
AI-based detection of gingivitis using intraoral photographs
1. Title: Accuracy of Artificial IntelligenceBased Photographic Detection of Gingivitis 2. Authors: Reinhard Chun Wang Chau; GuanHua Li; In Meei Tew; Khaing Myat Thu; Colman McGrath; WaiLun Lo; WingKu...
AI detects pulpal calcifications on BW radiographs
1. Title: Detection of pulpal calcifications on bitewing radiographs using deep learning 2. Authors: Fatma Yuce; Muhammet Üsame Öziç; Melek Tassoker 3. Summary: This research article investigates the...
AI segments zygomatic bones on CBCT scans
Title A deep learningbased automatic segmentation of zygomatic bones from conebeam computed tomography images: A proof of concept Authors Baoxin Tao; Xinbo Yu; Wenying Wang; Haowei Wang; Xiaojun Chen;...
AI segments masseter muscle on ultrasonography
Title: A deep learning approach for masseter muscle segmentation on ultrasonography Authors: Gaye Keser, Ibrahim Sevki Bayrakdar, Filiz Namdar Pekiner, Özer Çelik, Kaan Orhan Summary This study aimed...
AI segments TMJ disc on MRI using deep learning
Title Automatic segmentation of the temporomandibular joint disc on magnetic resonance images using a deep learning technique Authors Michihito Nozawa; Hirokazu Ito; Yoshiko Ariji; Motoki Fukuda; Chin...
CT-based Unsupervised DL for orthognathic surgery
Unsupervised learning of reference bony shapes for orthognathic surgical planning with a surface deformation network Authors: Deqiang Xiao, Hannah Deng, Chunfeng Lian, Tianshu Kuang, Qin Liu, Lei Ma,...
AI predicts cervical lymph node involvement from CT scans
TITLE AI predicts cervical lymph node involvement from CT scans PAPER TITLE Automatic detection of cervical lymph nodes in patients with oral squamous cell carcinoma using a deep learning technique: a...
AI predicts Fishman skeletal maturity from hand-wrist X-rays
Title Prediction of Fishman’s skeletal maturity indicators using artificial intelligence Authors Harim Kim; CheolSoon Kim; JiMin Lee; Jae Joon Lee; Jiyeon Lee; JungSuk Kim; SungHwan Choi Summary This...
Predicting oral cancer risk using WSI and DL
TITLE Deep learningbased pathology image analysis predicts cancer progression risk in patients with oral leukoplakia AUTHORS Zhang X; GleberNetto FO; Wang S; MartinsChaves RR; Gomez RS; Vigneswaran N;...
DL for lower 3rd molar extraction prediction
TITLE A deep learning model based on concatenation approach to predict the time to extract a mandibular third molar tooth Authors: Dohyun Kwon; Jaemyung Ahn; ChangSoo Kim; Dong Ohk Kang; JunYoung Paen...
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...