Efficient Machine Learning and Deep Learning Techniques for Detection of Breast Cancer Tumor

Efficient Machine Learning and Deep Learning Techniques for Detection of Breast Cancer Tumor

The detection of cancer tumors is an essential component that has important consequences for the speedy involvement of medical professionals and the enhancement of patient outcomes. This review paper presents a complete study of the current body of research and methodology, as well as an in-depth as...

Full description

Saved in:

Bibliographic Details
Main Authors:	Dlshad Abdalrahman Mahmood, Sadegh Abdullah Aminfar
Format:	Article
Language:	English
Published:	QAASPA Publisher 2024-06-01
Series:	BioMed Target Journal
Subjects:	breast tumor machine learning deep learning diagnosis
Online Access:	https://qaaspa.com/index.php/bmtj/article/view/23
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Dimensionality cutback and deep learning algorithms efficacy as to the breast cancer diagnostic dataset
by: Gennady Chuiko, et al.
Published: (2024-11-01)

Multiview Multimodal Feature Fusion for Breast Cancer Classification Using Deep Learning
by: Sadam Hussain, et al.
Published: (2025-01-01)

Predicting breast cancer recurrence using deep learning
by: Deepa Kumari, et al.
Published: (2025-01-01)

Breast Cancer Detection Using Deep Learning
by: ahmed Abed Maeedi, et al.
Published: (2024-12-01)

Context aware machine learning techniques for brain tumor classification and detection – A review
by: Usman Amjad, et al.
Published: (2025-01-01)

Enhancing Early Breast Cancer Detection with Infrared Thermography: A Comparative Evaluation of Deep Learning and Machine Learning Models
by: Reem Jalloul, et al.
Published: (2024-12-01)

Fuzzy Enhanced Kidney Tumor Detection: Integrating Machine Learning Operations for a Fusion of Twin Transferable Network and Weighted Ensemble Machine Learning Classifier
by: Ananya Ghosh, et al.
Published: (2025-01-01)

An assessment of breast cancer HER2, ER, and PR expressions based on mammography using deep learning with convolutional neural networks
by: Shun Zeng, et al.
Published: (2025-02-01)

A Framework for Promoting Passive Breast Cancer Monitoring: Deep Learning as an Interpretation Tool for Breast Thermograms
by: Mohamad Firouzmand, et al.
Published: (2024-07-01)

Diagnosis and prognosis of melanoma from dermoscopy images using machine learning and deep learning: a systematic literature review
by: Hoda Naseri, et al.
Published: (2025-01-01)

Detection and Segmentation of Glioma Tumors Using an Improved Visual Geometry Group (IVGG) Deep Learning Structure
by: Parameswari Alagarsamy, et al.
Published: (2025-02-01)

Enhancing breast cancer prediction through stacking ensemble and deep learning integration
by: Fatih Gurcan
Published: (2025-02-01)

Exploring the Effectiveness of Machine Learning and Deep Learning Techniques for EEG Signal Classification in Neurological Disorders
by: Souhaila Khalfallah, et al.
Published: (2025-01-01)

Deep Learning and Radiomics in Triple-Negative Breast Cancer: Predicting Long-Term Prognosis and Clinical Outcomes
by: Cheng C, et al.
Published: (2025-01-01)

Analysis of the diagnostic efficacy of ultrasound, MRI, and combined examination in benign and malignant breast tumors
by: Dianpei Ma, et al.
Published: (2025-01-01)

LightweightUNet: Multimodal Deep Learning with GAN-Augmented Imaging Data for Efficient Breast Cancer Detection
by: Hari Mohan Rai, et al.
Published: (2025-01-01)

Early Diagnosis of Autism: A Review of Video-Based Motion Analysis and Deep Learning Techniques
by: Ziqian Yang, et al.
Published: (2025-01-01)

Transforming oral cancer care: The promise of deep learning in diagnosis
by: Durairaj Varalakshmi, et al.
Published: (2024-06-01)

Brain tumor detection across diverse MR images: An automated triple-module approach integrating reduced fused deep features and machine learning
by: Yugal Pande, et al.
Published: (2025-03-01)

Integration of machine learning and experimental validation to identify the prognostic signature related to diverse programmed cell deaths in breast cancer
by: Longpeng Li, et al.
Published: (2025-01-01)

A deep learning approach for early prediction of breast cancer neoadjuvant chemotherapy response on multistage bimodal ultrasound images
by: Jiang Xie, et al.
Published: (2025-01-01)

Advancements in Machine Learning and Deep Learning Techniques for Crop Yield Prediction: A Comprehensive Review
by: V. Ramesh and P. Kumaresan
Published: (2024-12-01)

Using Machine Learning to Diagnose Autism Based on Eye Tracking Technology
by: Ameera S. Jaradat, et al.
Published: (2024-12-01)

Depression Detection in Social Media: A Comprehensive Review of Machine Learning and Deep Learning Techniques
by: Waleed Bin Tahir, et al.
Published: (2025-01-01)

Modality Specific CBAM-VGGNet Model for the Classification of Breast Histopathology Images via Transfer Learning
by: Areesha Ijaz, et al.
Published: (2023-01-01)

Revolutionizing diagnosis of pulmonary Mycobacterium tuberculosis based on CT: a systematic review of imaging analysis through deep learning
by: Fei Zhang, et al.
Published: (2025-01-01)

Hybrid deep learning approach for brain tumor classification using EfficientNetB0 and novel quantum genetic algorithm
by: Kerem Gencer, et al.
Published: (2025-01-01)

The Neural Frontier of Future Medical Imaging: A Review of Deep Learning for Brain Tumor Detection
by: Tarek Berghout
Published: (2024-12-01)

Cheating Detection in Online Exams Using Deep Learning and Machine Learning
by: Bahaddin Erdem, et al.
Published: (2025-01-01)

Optimizing Breast Cancer Mammogram Classification Through a Dual Approach: A Deep Learning Framework Combining ResNet50, SMOTE, and Fully Connected Layers for Balanced and Imbalanced Data
by: Abdullah Fahad A. Alshamrani, et al.
Published: (2025-01-01)

A review of quantum communication and information networks with advanced cryptographic applications using machine learning, deep learning techniques
by: R. Ramya, et al.
Published: (2025-03-01)

Performance of deep learning models in predicting the nugent score to diagnose bacterial vaginosis
by: Naoki Watanabe, et al.
Published: (2025-01-01)

Investigation of the Role of Machine Learning and Deep Learning in Improving Clinical Decision Making for Musculoskeletal Rehabilitation
by: Madhu Yadav, et al.
Published: (2024-06-01)

Multimodal marvels of deep learning in medical diagnosis using image, speech, and text: A comprehensive review of COVID-19 detection
by: Md Shofiqul Islam, et al.
Published: (2025-01-01)

Deep learning-based synthetic CT for dosimetric monitoring of combined conventional radiotherapy and lattice boost in large lung tumors
by: Hongwei Zeng, et al.
Published: (2025-01-01)

Diagnosis and detection of bone fracture in radiographic images using deep learning approaches
by: Theyazn Aldhyani, et al.
Published: (2025-01-01)

Application of Full Vector Deep Learning in Bearing Fault Diagnosis
by: Chen Chaoyu, et al.
Published: (2019-01-01)

Predictive modeling of air quality in the Tehran megacity via deep learning techniques
by: Abdullah Kaviani Rad, et al.
Published: (2025-01-01)

A Comprehensive Survey of Machine Learning Techniques and Models for Object Detection
by: Maria Trigka, et al.
Published: (2025-01-01)

Fault and Severity Diagnosis Using Deep Learning for Self-Organizing Networks With Imbalanced and Small Datasets
by: Hsin-Chang Tsai, et al.
Published: (2025-01-01)