Automated deep learning for classification of dental implant radiographs using a large multi-center dataset

Deep learning improves implant classification by dental professionals: a multi-center evaluation of accuracy and efficiency

(2022) Jae-Hong Lee et al.   Journal of Periodontal and Implant Science

Federated Learning in Dentistry: Chances and Challenges

(2022) R. Rischke et al.   JOURNAL OF DENTAL RESEARCH

Deep learning in periodontology and oral implantology: A scoping review

(2022) Hossein Mohammad‐Rahimi et al.   JOURNAL OF PERIODONTAL RESEARCH

Artificial Intelligence in Fractured Dental Implant Detection and Classification: Evaluation Using Dataset from Two Dental Hospitals

(2021) Dong-Woon Lee et al.   Diagnostics

Deep learning for cephalometric landmark detection: systematic review and meta-analysis

(2021) Falk Schwendicke et al.   Clinical Oral Investigations

Federated learning for predicting clinical outcomes in patients with COVID-19

(2021) Ittai Dayan et al.   NATURE MEDICINE

Multi-Task Deep Learning Model for Classification of Dental Implant Brand and Treatment Stage Using Dental Panoramic Radiograph Images

(2021) Shintaro Sukegawa et al.   Biomolecules

Transfer Learning via Deep Neural Networks for Implant Fixture System Classification Using Periapical Radiographs

(2020) Jong-Eun Kim et al.   Journal of Clinical Medicine

Efficacy of deep convolutional neural network algorithm for the identification and classification of dental implant systems, using panoramic and periapical radiographs

(2020) Jae-Hong Lee et al.   MEDICINE

Deep Neural Networks for Dental Implant System Classification

(2020) Shintaro Sukegawa et al.   Biomolecules

Identification of dental implants using deep learning—pilot study

(2020) Toshihito Takahashi et al.   International Journal of Implant Dentistry

Long-term (10-year) Dental Implant Survival: A Systematic Review and Sensitivity Meta-analysis

(2019) Mark-Steven Howe   JOURNAL OF DENTISTRY

Implant fracture failure rate and potential associated risk indicators: An up to 12‐year retrospective study of implants in 5,124 patients

(2019) Dong‐Woon Lee et al.   CLINICAL ORAL IMPLANTS RESEARCH

Diagnosis of cystic lesions using panoramic and cone beam computed tomographic images based on deep learning neural network

(2019) Jae‐Hong Lee et al.   ORAL DISEASES

Incidence and pattern of implant fractures: A long-term follow-up multicenter study

(2018) Jae-Hong Lee et al.   Clinical Implant Dentistry and Related Research

Epidemiology and risk factors of peri-implantitis: A systematic review

(2018) H. Dreyer et al.   JOURNAL OF PERIODONTAL RESEARCH

Diagnosis and prediction of periodontally compromised teeth using a deep learning-based convolutional neural network algorithm

(2018) Jae-Hong Lee et al.   Journal of Periodontal and Implant Science

Trends in Dental Implant Use in the U.S., 1999–2016, and Projections to 2026

(2018) H.W. Elani et al.   JOURNAL OF DENTAL RESEARCH

Detection and diagnosis of dental caries using a deep learning-based convolutional neural network algorithm

(2018) Jae-Hong Lee et al.   JOURNAL OF DENTISTRY

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

(2016) Varun Gulshan et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Deep learning

(2015) Yann LeCun et al.   NATURE

Mechanical Complication Rates and Optimal Horizontal Distance of the Most Distally Positioned Implant-Supported Single Crowns in the Posterior Region: A Study with a Mean Follow-Up of 3 Years

(2015) Jae-Hong Lee et al.   Journal of Prosthodontics-Implant Esthetic and Reconstructive Dentistry

Planning of dental implant size with digital panoramic radiographs, CBCT-generated panoramic images, and CBCT cross-sectional images

(2013) Leticia Ruhland Correa et al.   CLINICAL ORAL IMPLANTS RESEARCH

Implant survival and complications. The Third EAO consensus conference 2012

(2012) T. Albrektsson et al.   CLINICAL ORAL IMPLANTS RESEARCH

Radiographic Recognition of Dental Implants as an Aid to Identifying the Deceased

(2009) John W. Berketa et al.   JOURNAL OF FORENSIC SCIENCES