An overview of deep learning in the field of dentistry

Article Properties
  • Language
    English
  • DOI (url)
    10.5624/isd.2019.49.1.1
  • Publication Date
    2019/01/01
  • Journal
    Imaging Science in Dentistry
  • Indian UGC (journal)
  • Refrences
    43
  • Citations
    142
  • Jae-Joon Hwang Department of Oral and Maxillofacial Radiology, School of Dentistry, Pusan National University, Dental Research Institute, Yangsan, Korea. ORCID (unauthenticated)
  • Yun-Hoa Jung Department of Oral and Maxillofacial Radiology, School of Dentistry, Pusan National University, Dental Research Institute, Yangsan, Korea. ORCID (unauthenticated)
  • Bong-Hae Cho Department of Oral and Maxillofacial Radiology, School of Dentistry, Pusan National University, Dental Research Institute, Yangsan, Korea. ORCID (unauthenticated)
  • Min-Suk Heo Department of Oral and Maxillofacial Radiology and Dental Research Institute, School of Dentistry, Seoul National University, Seoul, Korea. ORCID (unauthenticated)
Journal Categories
Medicine
Dentistry
Medicine
Medicine (General)
Medical physics
Medical radiology
Nuclear medicine
Refrences
Title Journal Journal Categories Citations Publication Date
Deep learning beyond cats and dogs: recent advances in diagnosing breast cancer with deep neural networks British Journal of Radiology
  • Medicine: Medicine (General): Medical physics. Medical radiology. Nuclear medicine
  • Medicine: Medicine (General): Medical physics. Medical radiology. Nuclear medicine
  • Medicine: Medicine (General)
  • Medicine: Medicine (General)
 78 2018
Detection and diagnosis of dental caries using a deep learning-based convolutional neural network algorithm Journal of Dentistry
  • Medicine: Dentistry
  • Medicine: Dentistry
  • Medicine: Medicine (General)
 381 2018
An effective teeth recognition method using label tree with cascade network structure Computerized Medical Imaging and Graphics
  • Medicine: Medicine (General): Medical technology
  • Medicine: Medicine (General): Medical physics. Medical radiology. Nuclear medicine
  • Medicine: Medicine (General): Medical physics. Medical radiology. Nuclear medicine
  • Medicine: Medicine (General)
 61 2018
Diagnosis and prediction of periodontally compromised teeth using a deep learning-based convolutional neural network algorithm Journal of Periodontal & Implant Science
  • Medicine: Dentistry
  • Medicine: Medicine (General)
 217 2018
History and application of artificial neural networks in dentistry

 European Journal of Dentistry
  • Medicine: Dentistry
 91 2018
Citations
Title Journal Journal Categories Citations Publication Date
Artificial neural networks reconstruct missing perikymata in worn teeth

 The Anatomical Record
  • Science: Biology (General)
  • Science: Human anatomy
  • Science: Biology (General)
  • Science: Chemistry: Organic chemistry: Biochemistry
 2024
Automatic and robust estimation of sex and chronological age from panoramic radiographs using a multi-task deep learning network: a study on a South Korean population

 International Journal of Legal Medicine
  • Medicine: Medicine (General): Medical technology
  • Law: Law in general. Comparative and uniform law. Jurisprudence: Comparative law. International uniform law: Medical legislation
  • Medicine: Medicine (General)
 2024
Preliminary Study of Dental Caries Detection by Deep Neural Network Applying Domain-Specific Transfer Learning

 Journal of Medical and Biological Engineering
  • Science: Biology (General): Genetics
  • Medicine: Medicine (General): Medical technology
 2024
Applications of artificial intelligence in the utilisation of imaging modalities in dentistry: A systematic review and meta-analysis of in-vitro studies Heliyon 2024
AI-based dental caries and tooth number detection in intraoral photos: Model development and performance evaluation Journal of Dentistry
  • Medicine: Dentistry
  • Medicine: Dentistry
  • Medicine: Medicine (General)
 2024
Citations Analysis
Category Category Repetition
Medicine: Medicine (General)70
Medicine: Dentistry59
Medicine: Medicine (General): Medical physics. Medical radiology. Nuclear medicine21
Technology: Engineering (General). Civil engineering (General)12
Science: Biology (General)12
Science: Mathematics: Instruments and machines: Electronic computers. Computer science12
Medicine: Medicine (General): Medical technology11
Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks9
Medicine9
Medicine: Internal medicine8
Science: Science (General): Cybernetics: Information theory8
Science: Chemistry7
Medicine: Public aspects of medicine7
Science: Physics6
Science: Chemistry: General. Including alchemy6
Technology: Technology (General): Industrial engineering. Management engineering6
Technology: Chemical technology6
Technology: Electrical engineering. Electronics. Nuclear engineering: Materials of engineering and construction. Mechanics of materials6
Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software6
Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware6
Science: Science (General)6
Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics5
Technology: Mechanical engineering and machinery5
Science5
Science: Chemistry: Organic chemistry: Biochemistry5
Technology: Chemical technology: Biotechnology4
Law: Law in general. Comparative and uniform law. Jurisprudence: Comparative law. International uniform law: Medical legislation4
Medicine: Surgery3
Technology: Electrical engineering. Electronics. Nuclear engineering: Telecommunication3
Science: Biology (General): Genetics2
Medicine: Internal medicine: Special situations and conditions: Industrial medicine. Industrial hygiene2
Medicine: Medicine (General): Computer applications to medicine. Medical informatics2
Technology: Photography1
Technology: Electrical engineering. Electronics. Nuclear engineering1
Technology: Manufactures: Production management. Operations management1
Medicine: Nursing1
Medicine: Internal medicine: Neurosciences. Biological psychiatry. Neuropsychiatry1
Education: Special aspects of education1
Education: Education (General)1
Medicine: Internal medicine: Specialties of internal medicine: Diseases of the digestive system. Gastroenterology1
Science: Human anatomy1
Medicine: Pediatrics1
Geography. Anthropology. Recreation: Environmental sciences1
Technology: Environmental technology. Sanitary engineering1
Science: Biology (General): Ecology1
Law: Law in general. Comparative and uniform law. Jurisprudence: Comparative law. International uniform law: Criminal law and procedure1
Science: Chemistry: Analytical chemistry1
Science: Mathematics: Instruments and machines1
Science: Microbiology1
Science: Physiology1
Science: Zoology1
The category Medicine: Medicine (General) 70 is the most commonly referenced area in studies that cite this article. The first research to cite this article was titled DeNTNet: Deep Neural Transfer Network for the detection of periodontal bone loss using panoramic dental radiographs and was published in 2019. The most recent citation comes from a 2024 study titled Implant Thread Shape Classification by Placement Site from Dental Panoramic Images Using Deep Neural Networks. This article reached its peak citation in 2023, with 41 citations. It has been cited in 83 different journals, 31% of which are open access. Among related journals, the Journal of Dentistry cited this research the most, with 10 citations. The chart below illustrates the annual citation trends for this article.
Citations used this article by year