Medical image analysis using deep learning: a review

QR Code

Medical image analysis using deep learning: a review

Over the recent past, deep learning is one of the core research directions which has gained a great deal of attention due to its outstanding performance in the area of medical image analysis. This paper aims to present a review of deep learning concepts related to medical imaging. We examine the use...

Full description

Bibliographic Details
Main Authors:	Nisa, Syed Qamrun, Ismail, Amelia Ritahani, MD Ali, M. A. B., Khan, Mohammad Shadab
Format:	Proceeding Paper
Language:	English
Published:	IEEE 2019
Subjects:	QA75 Electronic computers. Computer science R Medicine (General)
Online Access:	http://irep.iium.edu.my/77180/ http://irep.iium.edu.my/77180/8/77180%20Medical%20Image%20Analysis.pdf

Similar Items

Adam optimization algorithm for wide and deep neural network
by: Mohd Jais, Imran Khan, et al.
Published: (2019)

Comparative performance of deep learning and machine learning algorithms on imbalanced handwritten data
by: Amri, A’inur A’fifah, et al.
Published: (2018)

Investigation of deep learning model for vehicle classification
by: Ahsiah, Ismail, et al.
Published: (2026)

Evolutionary deep belief networks with bootstrap sampling for imbalanced class datasets
by: Amri, A’inur A’fifah, et al.
Published: (2019)

A Review of Image Segmentation Methodologies in Medical Image
by: Lee, Lay Khoon, et al.
Published: (2015)

Change vulnerability forecasting using deep learning algorithm for Southeast Asia
by: Amelia Ritahani, Ismail, et al.
Published: (2018)

Convolutional neural networks and deep belief networks for analysing imbalanced class issue in handwritten dataset
by: Amri, A’inur A’fifah, et al.
Published: (2017)

Comparative performance of machine learning algorithms for cryptocurrency forecasting
by: Hitam, Nor Azizah, et al.
Published: (2018)

Exploring imbalanced class issue in handwritten dataset using convolutional neural networks and deep belief networks
by: Amri, A’inur A’fifah, et al.
Published: (2016)

A Review of Medical Image Watermarking Schemes
by: Jasni, Mohamad Zain, et al.
Published: (2009)

Study on Image Background Removal using Deep Learning
by: Fakruddin Ali, Ahmed, et al.
Published: (2024)

Email spam classification based on deep learning methods: A review
by: Tusher, Ekramul Haque, et al.
Published: (2025)

Image-based virtual try-on system using deep learning
by: Gan, Yong Hao
Published: (2021)

Arabic text classification: Review study
by: Hijazi, Musab Mustafa, et al.
Published: (2016)

Fragile Image Watermarking For Medical Images
by: Jasni, Mohamad Zain, et al.
Published: (2006)

Preventive and curative personality profiling based on EEG, ERP, and big five personality traits: a literature review
by: Saffiera, Cut Amalia, et al.
Published: (2020)

The rise of deep learning in cyber security: Bibliometric analysis of deep learning and malware
by: Nur Khairani, Kamarudin, et al.
Published: (2024)

Integration of image processing algorithm and deep learning approaches to monitor ginger plant
by: Tan, Cheng Yong
Published: (2024)

Deep learning-based breast cancer detection and classification using histopathology images / Ghulam Murtaza
by: Ghulam , Murtaza
Published: (2021)

Machine learning and deep learning approaches for detecting DDoS attacks in cloud environments
by: Khan, Muhammad Asif, et al.
Published: (2025)

Digital Watermarking in Medical Images
by: Jasni, Mohamad Zain
Published: (2005)

Breast invasive ductal carcinoma detection with histopathological images using deep learning
by: Voon, Wingates
Published: (2022)

A novel swarm-based optimisation algorithm inspired by artificial neural glial network for autonomous robots
by: Ismail, Amelia Ritahani, et al.
Published: (2019)

Analyzing and visualizing Thoracic Surgery Data Set
by: Bashath, Samar, et al.
Published: (2018)

Improved particle swarm optimization by fast annealing algorithm
by: Bashath, Samar, et al.
Published: (2019)

A Review on Detection of COVID-19 Cases from Medical Images Using Machine Learning-Based Approach
by: Noor, Al-dieef, et al.
Published: (2021)

Detecting head in pillow defect (HIP) by using deep learning and image processing technique
by: Tan, Wei Jin
Published: (2021)

A review on recent advances in deep learning for sentiment analysis: Performances, challenges and limitations
by: Islam, Md Shofiqul, et al.
Published: (2020)

Review : Machine and deep learning methods in Malaysia for COVID-19
by: Mohammed Adam Kunna, Azrag, et al.
Published: (2023)

Digital watermarking for medical image authentication
by: Noor Aqilah, Abdul Halim
Published: (2019)

Understanding the immune responses in granuloma formation through agent-based simulation
by: Al Haek, Mohammed, et al.
Published: (2014)

Simulating the immune inspired energy charging mechanism for swarm robotic systems
by: Al Haek, Mohammed, et al.
Published: (2017)

Analyzing and visualizing data dengue hotspot location
by: Zainal Abidin, Nadzurah, et al.
Published: (2018)

Alzheimer's diseases detection by using deep learning algorithms: a mini-review
by: Al-Shoukry, Suhad, et al.
Published: (2020)

Deep plant: A deep learning approach for plant classification / Lee Sue Han
by: Lee , Sue Han
Published: (2018)

Towards self-healing swarm robotics systems inspired by granuloma formating
by: Ismail, Amelia Ritahani, et al.
Published: (2010)

A review: PTSD in pre-existing medical condition on social media
by: Al Hassan Ayon, Zaber, et al.
Published: (2024)

A medical expert system for the diagnosis of hypertensive disorders in pregnancy / Azizah Sulaiman
by: Azizah, Sulaiman
Published: (1989)

Mobile robot path optimization algorithm using vector calculus and mapping of 2 dimensional space
by: Zahari, Ammar, et al.
Published: (2015)

An expanded square pattern technique in swarm of quadcopters for exploration algorithm
by: Zuhri, Muhammad Fuad Reza, et al.
Published: (2017)