Diagnosing Gingiva Disease Using Artificial Intelligence Techniques

Diagnosing Gingiva Disease Using Artificial Intelligence Techniques

Gingival and periodontal diseases, such as gingivitis and periodontitis, are critical public health concerns that can lead to severe complications if left untreated. Early and precise diagnosis is crucial to mitigate the progression of these conditions and improve oral health outcomes. This study i...

Full description

Saved in:

Bibliographic Details
Main Authors:	Rana Khalid Sabri, Lujain Younis Abdulkadir, AbdulSattar Mohammed Khidhir, Hiba Abdulkareem Saleh
Format:	Article
Language:	English
Published:	University of Diyala 2025-06-01
Series:	Diyala Journal of Engineering Sciences
Subjects:	InceptionV3 MobileNet Periodontal Diseases Sequential VGG16
Online Access:	https://djes.info/index.php/djes/article/view/1595
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

An insightful analysis of CNN-based dietary medicine recognition
by: Mohammad Didarul Alam, et al.
Published: (2025-03-01)

Enhancing deep learning for pneumonia detection: developing web based solution for Dr. Sumait Hospital in Mogadishu Somalia
by: Abdulaziz Yasin Nageye, et al.
Published: (2025-04-01)

Empirical Evaluation of Deep Learning Techniques for Fish Disease Detection in Aquaculture Systems: A Transfer Learning and Fusion-Based Approach
by: Subir Biswas, et al.
Published: (2024-01-01)

Parkinson’s disease detection using inceptionV3: A Deep learning approach
by: Pallavi M. Shanthappa, et al.
Published: (2025-06-01)

GLAAM and GLAAI: Pioneering attention models for robust automated cataract detection
by: Deepak Kumar, et al.
Published: (2025-01-01)

ENHANCING DISEASE DETECTION PREDICTION ACCURACY OF GRAPE LEAVES USING VGG16 MODEL AND INCEPTION V3 MODEL
by: Deepshikha Yadav, et al.
Published: (2025-03-01)

Selective Feature Sets Based Fake News Detection for COVID-19 to Manage Infodemic
by: Manideep Narra, et al.
Published: (2022-01-01)

Penerapan Metode Convolutional Neural Network (CNN) Dalam Mengklasifikasikan Penyakit Daun Tanaman Padi
by: Gracia Yoel Christiawan, et al.
Published: (2023-12-01)

Integrating advanced deep learning techniques for enhanced detection and classification of citrus leaf and fruit diseases
by: Archna Goyal, et al.
Published: (2025-04-01)

Explainable Model of Fusion Network With Enhanced Optimization Approach for Tuberculosis Diagnosis
by: C. R. Dhivyaa, et al.
Published: (2024-01-01)

Diabetic Retinopathy Classification Using Hybrid Color-Based CLAHE and Blood Vessel in Deep Convolution Neural Network
by: Ammar Jawad Kadhim, et al.
Published: (2024-01-01)

Deep learning-based occlusion-aware face mask detection for airborne disease control
by: Teshome Ayechiluhem Yalew, et al.
Published: (2025-07-01)

RiceKernelEngine: Benchmarking transfer learning models for microscopic images of rice kernel
by: Mehrab Islam Arnab, et al.
Published: (2025-09-01)

Enhancing book genre classification with BERT and InceptionV3: a deep learning approach for libraries
by: Xinting Yang, et al.
Published: (2025-06-01)

Dog Activity Recognition Using Convolutional Neural Network
by: Evenizer Nolasco, et al.
Published: (2025-04-01)

Classification system from Optical Coherence Tomography using transfer learning
by: Muhamad Asvial, et al.
Published: (2024-11-01)

Aircraft Wake Vortex Recognition Method Based on Improved Inception-VGG16 Hybrid Network
by: Weijun Pan, et al.
Published: (2025-05-01)

An Image-Based Intelligent System for Addressing Risk in Construction Site Safety Monitoring Within Civil Engineering Projects
by: Hijratullah Sharifzada, et al.
Published: (2025-04-01)

Multi-Step Preprocessing With UNet Segmentation and Transfer Learning Model for Pepper Bell Leaf Disease Detection
by: Aisha Ahmed AlArfaj, et al.
Published: (2023-01-01)

Vision Transformer Embedded Feature Fusion Model with Pre-Trained Transformers for Keratoconus Disease Classification
by: Md Fatin Ishrak, et al.
Published: (2025-04-01)

Integrating Deep Learning and Energy Management Standards for Enhanced Solar–Hydrogen Systems: A Study Using MobileNetV2, InceptionV3, and ISO 50001:2018
by: Salaki Reynaldo Joshua, et al.
Published: (2024-11-01)

Enhancing natural disaster image classification: an ensemble learning approach with inception and CNN models
by: Kashvi Ankitbhai Sheth, et al.
Published: (2024-12-01)

CNN-ViT: A multi-feature learning based approach for driver drowsiness detection
by: Madduri Venkateswarlu, et al.
Published: (2025-09-01)

Predictive analysis of pediatric gastroenteritis risk factors and seasonal variations using VGG Dense HybridNetClassifier a novel deep learning approach
by: P. T. Pranesh, et al.
Published: (2025-07-01)

Image recognition system for ecological restoration of high and steep slopes in open pit mines based on improved VGG16
by: Yongfeng Gong, et al.
Published: (2025-08-01)

Advanced Detection of Violence From Video: Performance Evaluation of Transformer and State of the Art of Convolution of Neural Network Transformer
by: Abdulrahman Alshalawi, et al.
Published: (2025-01-01)

Implementing Real-time Visitor Counter Using Surveillance Video and MobileNet-SSD Object Detection: The Best Practice
by: Nasser Al Musalhi, et al.
Published: (2024-05-01)

A performance-driven hybrid text-image classification model for multimodal data
by: Swati Gupta, et al.
Published: (2025-04-01)

INTRODUCTION OF PAPUAN AND PAPUA NEW GUINEAN FACE PAINTING USING A CONVOLUTIONAL NEURAL NETWORK
by: Happy Alyzhya Haay, et al.
Published: (2023-04-01)

MultiNet: A deep neural network approach for detecting breast cancer through multi-scale feature fusion
by: Saikat Islam Khan, et al.
Published: (2022-09-01)

Ensemble deep learning and anomaly detection framework for automatic audio classification: Insights into deer vocalizations
by: Salem Ibrahim Salem, et al.
Published: (2024-12-01)

Penggunaan Teknik Transfer Learning pada Metode CNN untuk Pengenalan Tanaman Bunga
by: Agustina Mufidatuzzainiya, et al.
Published: (2025-05-01)

Classification of chest radiographs into healthy/pneumonia using Harris-Hawks Algorithm optimized deep-features
by: K. Vijayakumar, et al.
Published: (2025-06-01)

FasNet: a hybrid deep learning model with attention mechanisms and uncertainty estimation for liver tumor segmentation on LiTS17
by: Rahul Singh, et al.
Published: (2025-05-01)

SkinIncept: an ensemble transfer learning-based approach for multiclass skin disease classification using InceptionV3 and InceptionResNetV2
by: Md. Hasan Imam Bijoy, et al.
Published: (2025-05-01)

Enhanced climate change resilience on wheat anther morphology using optimized deep learning techniques
by: Arifa Zahir, et al.
Published: (2024-10-01)

Design of an Efficient Distracted Driver Detection System: Deep Learning Approaches
by: Naveen Kumar Vaegae, et al.
Published: (2022-01-01)

Deep learning-based crack detection and prediction for structural health monitoring
by: Satyabrata Roy, et al.
Published: (2025-06-01)

A novel infrared thermography image analysis for transformer condition monitoring
by: Rupali Balabantaraya, et al.
Published: (2024-12-01)

Comparative Study of VGG16, ResNet50, and YOLOv8 Models in Detecting Driver Distraction in Varying Lighting Conditions
by: Ali Nafaa Jaafar, et al.
Published: (2025-01-01)