A Review on Occluded Object Detection and Deep Learning-Based Approach in Medical Imaging-Related Research

QR Code

A Review on Occluded Object Detection and Deep Learning-Based Approach in Medical Imaging-Related Research

Medical image occlusions can arise due to several factors, including anatomical features, imaging modality, and acquisition settings. Object occlusion occurrence has a very significant effect on detection accuracy in general and in medical cases, these effects hinder proper diagnosis and treatment p...

Full description

Bibliographic Details
Published in:	Journal of Advanced Research in Applied Sciences and Engineering Technology
Main Author:	Jamaluddin K.R.; Ibrahim S.
Format:	Article
Language:	English
Published:	Semarak Ilmu Publishing 2024
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85179349220&doi=10.37934%2faraset.34.2.363373&partnerID=40&md5=eb301e32206aa81dfdb2c20c8ac21243

Similar Items

Amplification of pixels in medical image data for segmentation via deep learning object-oriented approach
by: Fadzil A.F.A.; Khalid N.E.A.; Ibrahim S.
Published: (2021)

Data-Driven Efficient Medical Image Segmentation with Object-Oriented Deep Neural Networks
by: Fadzil A.F.A.; Ibrahim S.; Mangshor N.N.A.; Samah K.A.F.A.; Sabri N.; Md Ghani N.A.
Published: (2023)

Research on Deep Learning-based Semantic Segmentation Algorithm for UAV Images
by: Yan Q.; Cheng G.
Published: (2023)

A Review on Deep Convolutional Neural Network Architectures for Medical Image Segmentation
by: Awang Mustapa N.H.; Mat Som M.H.; Basaruddin K.S.; Megat Ali M.S.A.
Published: (2022)

Multi objective hyperparameter tuning via random search on deep learning models
by: Rom A.R.M.; Jamil N.; Ibrahim S.
Published: (2024)

Urban building detection using object-based image analysis (OBIA) and machine learning (ML) algorithms
by: Norman M.; Shahar H.M.; Mohamad Z.; Rahim A.; Mohd F.A.; Shafri H.Z.M.
Published: (2021)

Automated Glaucoma Screening and Diagnosis Based on Retinal Fundus Images Using Deep Learning Approaches: A Comprehensive Review
by: Zedan M.J.M.; Zulkifley M.A.; Ibrahim A.A.; Moubark A.M.; Kamari N.A.M.; Abdani S.R.
Published: (2023)

Rumor detection based on deep learning techniques: a systematic review
by: Zhang L.; Ibrahim S.; Fadzil A.F.A.
Published: (2024)

Deep Learning Food Detection and Calories Counter
by: Ibrahim S.; Arif Aiman Wan Hasnan W.M.; Md Ghani N.A.; Fariza Abu Samah K.A.; Abu Mangshor N.N.; Ahmad Fadzil A.F.; Janor R.M.
Published: (2023)

Review of Deep Learning-Based Hotspot Detection in Solar Photovoltaic Arrays
by: Hamid M.Z.A.; Daud K.; Soh Z.H.C.; Osman M.K.; Isa I.S.; Ishak N.H.
Published: (2024)

A review on object detection for autonomous mobile robot
by: Abdul-Khalil S.; Abdul-Rahman S.; Mutalib S.; Kamarudin S.I.; Kamaruddin S.S.
Published: (2023)

Content-Based Image Retrieval in Medical Domain: A Review
by: Mohd Zin N.A.; Yusof R.; Lashari S.A.; Mustapha A.; Senan N.; Ibrahim R.
Published: (2018)

Crack detection and classification in asphalt pavement images using deep convolution neural network
by: Yusof N.A.M.; Osman M.K.; Noor M.H.M.; Ibrahim A.; Tahir N.M.; Yusof N.M.
Published: (2019)

Deep learning for magnetic resonance imaging brain tumor detection: evaluating ResNet, EfficientNet, and VGG-19
by: Muftic F.; Kadunic M.; Musinbegovic A.; Almisreb A.A.; Jaafar H.
Published: (2024)

Detection of overhead line glass insulator condition using dual function device and deep learning approach
by: Salem A.A.A.; Lau K.Y.; Abu-Saida A.
Published: (2024)

Detection of overhead line glass insulator condition using dual function device and deep learning approach
by: Salem, et al.
Published: (2024)

A Review of Deep Learning Techniques for Lung Cancer Screening and Diagnosis Based on CT Images
by: Thanoon M.A.; Zulkifley M.A.; Mohd Zainuri M.A.A.; Abdani S.R.
Published: (2023)

Application of Deep Learning for Fig Fruit Detection in the Wild
by: Kamaruzaman A.; Farid M.; Izhar C.A.A.; Maruzuki M.; Ahmad S.; Habibi M.A.
Published: (2022)

Enhancing Engagement and Learning in Research Methodology: The Research Detective Challenge (RDC)
by: Saidon, et al.
Published: (2024)

A Review: Deep Learning Classification Performance of Normal and COVID-19 Chest X-ray Images
by: Markom M.A.; Taha S.M.; Adom A.H.; Sukor A.S.A.; Nasir A.S.A.; Yazid H.; Tan E.S.M.M.; Markom A.M.
Published: (2021)

Deforestation detection using deep learning-based semantic segmentation techniques: a systematic review
by: Md Jelas I.; Zulkifley M.A.; Abdullah M.; Spraggon M.
Published: (2024)

Systematic literature review: application of deep learning processing technique for fig fruit detection and counting
by: Kamaruzaman A.S.F.; Ani A.I.C.; Farid M.A.H.M.; Bakar S.J.A.; Maruzuki M.I.F.; Setumin S.; Hadi M.S.
Published: (2023)

Deforestation detection using deep learning-based semantic segmentation techniques: a systematic review
by: Jelas, et al.
Published: (2024)

Human Action Recognition (HAR) using Image Processing on Deep Learning
by: Ismail A.P.; Azahar M.A.B.; Tahir N.M.; Daud K.; Kasim N.M.
Published: (2023)

Motorcycle detection using deep learning convolution neural network
by: Ismail F.N.; Yassin I.M.; Ahmad A.; Ali M.S.A.M.; Baharom R.
Published: (2020)

Intruder Detection from Video Surveillance Using Deep Learning
by: Abu Mangshor N.N.; Sabri N.; Aminuddin R.; Rashid N.A.M.; Mohd Johari N.F.; Zaini Jemani M.A.
Published: (2024)

Multi faces recognition using deep learning approach
by: Wen K.C.S.; Markom M.A.; Tan E.S.M.M.; Adom A.H.; Markom A.M.
Published: (2024)

Object Detection: Harmful Weapons Detection Using YOLOv4
by: Afandi W.E.I.B.W.N.; Isa N.M.
Published: (2021)

LexDeep: Hybrid Lexicon and Deep Learning Sentiment Analysis Using Twitter for Unemployment-Related Discussions during COVID-19
by: Mohamed A.; Zain Z.M.; Shaiba H.; Alturki N.; Aldehim G.; Sakri S.; Yatin S.F.M.; Zain J.M.
Published: (2023)

Adapting Medical Museums: Technology, education, and research
by: Latiff, et al.
Published: (2023)

Application of deep learning and feature selection technique on external root resorption identification on CBCT images
by: Reduwan N.H.; Abdul Aziz A.A.; Mohd Razi R.; Abdullah E.R.M.F.; Mazloom Nezhad S.M.; Gohain M.; Ibrahim N.
Published: (2024)

Application of deep learning and feature selection technique on external root resorption identification on CBCT images
by: Reduwan, et al.
Published: (2024)

Automated Generation of Chinese Text-Image Summaries Using Deep Learning Techniques
by: Xu, et al.
Published: (2023)

Real Time Snatch Theft Detection using Deep Learning Networks
by: Zamri N.F.M.; Tahir N.M.; Ali M.S.M.; Ashar N.D.K.; Almisreb A.A.
Published: (2023)

A SCIENTOMETRIC REVIEW OF MEDICAL PUBLICATIONS RELATED TO CEREBROVASCULAR DISEASES AND ECONOMIC BURDENS WORLDWIDE
by: Sahabudin A.H.; Azzeri A.; Ramlee M.N.A.; Noor M.I.M.; Mustafa A.M.A.A.; Jaafar M.H.
Published: (2024)

Convolutional Neural Network Object Detection Algorithm for Identifying Species of Panthera
by: Akmal Yazid M.N.; Zainal Abidin N.A.; Aminuddin R.; Mohamed Ibrahim A.Z.; Ibrahim Teo N.H.; Nabilah Mohd Nasir S.D.; Hamzah R.; Fariza Abu Samah K.A.
Published: (2023)

A Systematic Literature Review on Leaf Disease Recognition Using Computer Vision and Deep Learning Approach
by: Yani N.A.N.A.; Fauzi S.S.M.; Zaki N.A.M.; Ismail M.H.
Published: (2024)

Comparison of One-Stage and Two-Stage Strategies of Machine Learning Model for Rock Art Object Detection
by: Suhaimi M.S.; Zainuddin K.; Ghazali M.D.; Marzukhi F.; Samad A.M.; Majid Z.; Ariff M.F.M.
Published: (2023)

Deep Learning-Based High Performance Intrusion Detection System for Imbalanced Datasets
by: Ahmed F.; Gunawan T.S.; Nordin A.N.; Rahim R.A.; Zain Z.M.; Zaki Hamidi E.A.
Published: (2023)

Semi-Supervised Learning Using Co-Generative Adversarial Network (Co-GAN) for Medical Image Segmentation
by: Li G.-Q.; Jamil N.; Hamzah R.
Published: (2024)