An overview on effectiveness of activation functions in processing medical images

QR Code

An overview on effectiveness of activation functions in processing medical images

This study studies the impact of activation functions in the field of machine learning and deep learning in general and especially on medical images for different aims such as classification, clustering, feature engineering. Important components that add nonlinearity and allow networks to learn intr...

Full description

Bibliographic Details
Main Authors:	Al-Shoukry, Suhad, Zalili, Musa
Format:	Article
Language:	English
Published:	ivySCI 2024
Subjects:	QA75 Electronic computers. Computer science
Online Access:	http://umpir.ump.edu.my/id/eprint/43850/ http://umpir.ump.edu.my/id/eprint/43850/1/An%20overview%20on%20effectiveness%20of%20activation%20functions%20in%20processing%20medical%20images.pdf

Similar Items

AN AI-based hybrid model for early Alzheimer’s detection using MRI images
by: Al-Shoukry, Suhad, et al.
Published: (2024)

Development of images segmentation using image thresholder and batch processing technique on the blood smears
by: Al-Shoukry, Suhad, et al.
Published: (2022)

Development of predictive modeling and deep learning classification of taxi trip tolls
by: Al-Shoukry, Suhad, et al.
Published: (2022)

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

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

An enhancement particle-based method for dynamic object tracking
by: Zalili, Musa
Published: (2016)

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

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

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

Image tool function
by: Shah, Asadullah, et al.
Published: (2011)

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

Multi-level of feature extraction and classification for X-Ray medical image
by: Abdulrazaq, M, et al.
Published: (2018)

XMIAR: X-ray medical image annotation and retrieval
by: Abdulrazzaq, M. M., et al.
Published: (2019)

HSV-template matching with MEESPSO algorithm for human tracking in a crowded environment
by: Nurul Izzatie Husna, Fauzi, et al.
Published: (2024)

Algorithm Design of Digital Watermarking Scheme for Multi-frames Medical Images
by: Khor, Hui Liang, et al.
Published: (2015)

Image Steganography Using Hash Function And Compression
by: Ahmad Sulaiman, Zurkifli
Published: (2023)

Enhancing high-quality user stories with AQUSA: An overview study of data cleaning process
by: Siti Nur Fathin Najwa, Mustaffa, et al.
Published: (2021)

Using Spiral Scan Technique for Medical Image Watermarking with Tamper Detection and Recovery
by: Afifah Nailah, Muhamad, et al.
Published: (2007)

Digital Watermarking for Recovering Attack Areas of Medical Images using Spiral Numbering
by: Syifak Izhar, Hisham, et al.
Published: (2013)

Internet of Things: An Implementation and Its Challenges in Malaysia
by: Wan Isni Sofiah, Wan Din, et al.
Published: (2018)

Collaborative Filtering Recommender System: Overview and Challenges
by: Al-Bashiri, Hael, et al.
Published: (2017)

Reversible Medical Image Watermarking for Tamper Detection and Recovery with Run Length Encoding Compression
by: Liew, Siau-Chuin, et al.
Published: (2010)

Image effects
by: Shah, Asadullah, et al.
Published: (2011)

An overview of cryptosystems based on finite automata
by: Khaleel, Ghassan, et al.
Published: (2016)

Overview Between Clustering and Load Balancing
by: Abdulla Fairuzullah, Ahmad Tajuddin, et al.
Published: (2017)

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

Ontology based keyword suggestion for image processing domain
by: Ooi, Jessie
Published: (2018)

An overview of effect of activation functions on training and performance of artificial neural network modelling
by: Md Munirul, Hasan, et al.
Published: (2022)

Image and special effects
by: Shah, Asadullah, et al.
Published: (2011)

Motion Estimation in Medical Imaging
by: S., Ranjit, et al.
Published: (2008)

Neural Networks in Image Processing: A Review of Current Applications
by: Sheng, Hung Chung, et al.
Published: (2006)

The Application of Fragmentation Techniques on Distributed Database: An Overview
by: Sharifah Hafizah, Sy Ahmad Ubaidillah, et al.
Published: (2017)

Recovery And Tamper Localization For Reversible Iris Image Watermarking Scheme Using Hash Function
by: Muhammad Alif Aiman, Abd Samad
Published: (2023)

A new feature-based wavelet completed local ternary pattern (FEAT-WCLTP) for texture and medical image classification
by: Shamaileh, Abeer Moh'd Salem
Published: (2019)

Cost-effective handling of digital medical images in the telemedicine environment
by: Choong, Miew Keen, et al.
Published: (2007)

An improved robust watermarking scheme using flexible scaling factor
by: Ferda, Ernawan, et al.
Published: (2020)

Overview on agent application to support collaborative learning interaction
by: Erlin, Erlin, et al.
Published: (2008)

Performance Evaluation of Completed Local Ternary Patterns (CLTP) for Medical, Scene and Event Image Categorisation
by: Rassem, Taha H., et al.
Published: (2015)

Medical, Scene And Event Image Category Recognition Using Completed Local Ternary Patterns (CLTP)
by: Rassem, Taha H., et al.
Published: (2017)

Medical image analysis using deep learning: a review
by: Nisa, Syed Qamrun, et al.
Published: (2019)