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Journal : Jurnal Teknik Informatika (JUTIF)

CLASSIFICATION OF DENTAL CARIES DISEASE IN TOOTH IMAGES USING A COMPARISON OF EFFICIENTNET-B0, MOBILENETV2, RESNET-50, INCEPTIONV3 ARCHITECTURES Wahyuningsih, Wahyuningsih; Nugraha, Gibran Satya; Dwiyansaputra, Ramaditia
Jurnal Teknik Informatika (Jutif) Vol. 5 No. 4 (2024): JUTIF Volume 5, Number 4, August 2024 - SENIKO
Publisher : Informatika, Universitas Jenderal Soedirman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52436/1.jutif.2024.5.4.2187

Abstract

Dental caries is a global metabolic disorder, influenced by complex interactions between the body and microbes, it's caused by prolonged exposure to a low pH environment, leading to demineralized carious lesions. If untreated, it can cause pain and eating difficulties, requiring emergency care and significantly impacting overall quality of life. Diagnosis process can be conducted through physical assessment and analyzing laboratory testing. Image-based artificial intelligence systems, particularly the EfficientNet-B0 model, is suggested as a resolution for classifying dental caries using tooth images. The study's goal is to assess EfficientNet-B0's performance in comparison to other CNN architectures and play a role in advancing medical image classification technology. The original dataset comprising 1554 images was initially collected. After augmentation, the dataset expanded to 6348 images. The data was then divided into three subsets of training, validation, and testing datasets with a distribution ratio of 70:15:15, respectively. From all the evaluated models, the EfficientNet-B0 demonstrated a quite commendable accuracy of 0.98% with overfitting tolerance of less than 2%. Having the same accuracy as the MobileNetV2 (0.98%). Despite its inability to exceed the accuracy achieved by ResNet-50 (0.99%), EfficientNet-B0 accomplished its accuracy level with roughly a quarter of the parameters than ResNet-50 and highger than InceptionV3 (0.97%), highlighting its efficiency in parameter utilization and computational resource management. These findings hold promise for enhancing models and guiding clinical decision-making.
Co-Authors Aaltje E. Manampiring Abror Shodiq Ace, Iis Soriah Adelia, Isnada Adi Jufriansah AGUSTINUS ANGELAUS ETE ahmad yani alam avrianto Alfiana, Ratih Devi Allania Hanung Putri Sekar Ningrum Alwi, Aulia Amin, Moh. Hikam Istifaul Amir, Muhammad A. Ana Fatkhuli Janah ANAFRIN YUGISTYOWATI Anam, M. Khairul Anggraeni, May Dinda Indriya Anggraeni, Windi Ariesti Anissa, Fausiyah Anomeisa, Agnesia Bergita Antika, Yeni Indah Anton Sapto Handoko, Anton Sapto Aprilia, Tri Ar, Amran Ardiana Priharwanti Arif Setiawan Arifah, Mir'atun Nur Arifianto, Arifianto Aryanti, Dewi Fadhilla Asngadi Asngadi Asriadi Asriadi Asrianty, Nur Annisa Astuti, Rina Dewi Atik Setiyaningsih Atik Setyaningsih Aulia, Mia Maulida Aulia, Naila Azqiatul Azali, Lalu M. Panji Azmi Khusnani B, Ceskakusumadewi Badiana, Badiana Bambang Sugeng Bambang Sugeng Suryatna, Bambang Sugeng Bambang Triatma, Bambang Barkun, Putri Belfa, Muhammad Birton, Muhammad Nur Abdullah Brajakson Siokal Brylliant, Dian Nan Budi Wibowotomo Burhan Burhan, Burhan Catur Kurniawan Chandra, Mahesa Prana Ciskawati, Dyah Ayu Darmawan, A. Muh Alfian Dedik Sulistiawan Destiana, Rega Devi Cintia Kasimbara Dhema, Magdalena Dhenggo, Klaris Fransiska Dina Putri Utami L Dwi Nur Aini, Dwi Nur Dwi Retnaningsih, Dwi Dwiyansaputra, Ramaditia Edi Priyanto Ediman Ginting Elimawaty Rombe Emi Sutrisminah Eni Winarsih Ernaningsih, Dian Fadilah, Ahmad Fajar Nurjaman Fajaruddin, Fajaruddin Faqih Nabhan Farid Farid, Farid Farida Febriati Faridi, Ahmad Farreza, Farreza Fatima, Cikha Yulia Fatmawati, Riska Febrianti, Mifta Febrianti, Nurrohmah A. Fhirawati, Fhirawati Fikri Rizky FIRMAN UMAR, FIRMAN Fitri, Moh. 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