Deep learning-based breast cancer detection and classification using histopathology images / Ghulam Murtaza

QR Code

Deep learning-based breast cancer detection and classification using histopathology images / Ghulam Murtaza

Cancer disease is drastically increasing worldwide over the past few years. Among all types of cancers in women, breast cancer (BrC) is the main cause of abnormal deaths. For a confident diagnosis of BrC, histopathology (Hp) images are usually suggested by the doctors. BrC detection is a diagnostic...

Full description

Bibliographic Details
Main Author:	Ghulam , Murtaza
Format:	Thesis
Published:	2021
Subjects:	QA75 Electronic computers. Computer science
Online Access:	http://studentsrepo.um.edu.my/14492/ http://studentsrepo.um.edu.my/14492/1/Ghulam_Murtaza.pdf http://studentsrepo.um.edu.my/14492/2/Ghulam_Murtaza.pdf

Similar Items

Deep learning method based for breast cancer classification
by: Irmawati, Irmawati, et al.
Published: (2023)

Feature engineering techniques to classify cause of death from forensic autopsy reports / Ghulam Mujtaba
by: Ghulam , Mujtaba
Published: (2018)

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

Breast Cancer Detection Using Image Processing and Machine Learning
by: Akshaya, A, et al.
Published: (2024)

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

Interpretable deep learning radiomics with synthetic data augmentation for breast cancer diagnosis / Pang Ting
by: Pang , Ting
Published: (2022)

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

Deep learning-based colorectal cancer classification using augmented and normalised gut microbiome data / Mwenge Mulenga
by: Mwenge , Mulenga
Published: (2022)

Murtaza Mutahhari’s solution to the problem of evil
by: Hoover, Jon
Published: (2015)

Murtaza Mutahhari’s solution to the problem of evil
by: Hoover, Jon
Published: (2015)

Benign and malignant detection and classification for small size image of breast tumor recognition system using u-net model
by: Suryanti, Awang, et al.
Published: (2024)

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

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

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

Posture detection of smartphone users using deep learning
by: Tan, Song Lim
Published: (2018)

Automatic topic-based web page classification using deep learning
by: Siti Hawa, Apandi, et al.
Published: (2023)

Plant disease detection using deep learning
by: Cheng, Jung Yin
Published: (2024)

Transferred semantic scores for scalable retrieval of histopathological breast cancer images
by: Nejad, Elaheh Mahraban, et al.
Published: (2018)

Experimental Breast Tumor Detection Using Nn-Based Uwb Imaging
by: Sabira, Khatun
Published: (2011)

Vehicle counting system based on vehicle type classification using deep learning method
by: Suryanti, Awang, et al.
Published: (2017)

A UWB imaging system to detect early breast cancer in heterogeneous breast phantom
by: Saleh, Alshehri, et al.
Published: (2011)

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

Breast Cancer Prediction Model Using Machine Learning
by: Muhammad Amin, Bakri, et al.
Published: (2021)

A deep learning-based fault detection and classification in smart electrical power transmission system
by: Khaleefah, Shihab Hamad, et al.
Published: (2024)

Pilot study of breast cancer classification using deep learning approach
by: Chong, Kim Yew
Published: (2020)

Deep Learning-Based Technique for Sign Language Detection
by: Zuriani, Mustaffa, et al.
Published: (2023)

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

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

Comparison of ELM, LSTM, and CNN Models in Breast Cancer Classification
by: Silvia, Ratna, et al.
Published: (2024)

Detecting covid-19 in x-ray images with deep learning
by: Aw, Ethel Miao Han
Published: (2023)

Application development for plastic bottle detection using deep learning
by: Fong, Yun Xin
Published: (2024)

Contrastive Self-Supervised Learning for Image Classification
by: Tan, Yong Le
Published: (2021)

License plate detection using deep learning object detection models
by: Leong, Kar Wan
Published: (2024)

Image Processing Of Digital Mammograms For Breast Cancer Detection And Classification
by: Mohd Nizom, Ahmad Nabil
Published: (2018)

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

A review of homogenous ensemble methods on the classification of breast cancer data
by: Nur Farahaina, Idris, et al.
Published: (2024)

Breast cancer disease classification using fuzzy-ID3 algorithm with FUZZYDBD method: automatic fuzzy database definition
by: Nur Farahaina, Idris, et al.
Published: (2021)

Trends in IoT intrusion detection: A bibliometric analysis of deep learning approaches
by: Amir Muhammad Hafiz, Othman, et al.
Published: (2025)

Web Phishing Classification Model using Artificial Neural Network and Deep Learning Neural Network
by: Noor Hazirah, Hassan, et al.
Published: (2023)

Classification of breast cancer disease using bagging fuzzy-id3 algorithm based on fuzzydbd
by: Nur Farahaina, Idris
Published: (2022)