Accuracy Analysis of Deep Learning Methods in Breast Cancer Classification: A Structured Review

QR Code

Accuracy Analysis of Deep Learning Methods in Breast Cancer Classification: A Structured Review

Breast cancer is diagnosed using histopathological imaging. This task is extremely time-consuming due to high image complexity and volume. However, it is important to facilitate the early detection of breast cancer for medical intervention. Deep learning (DL) has become popular in medical imaging so...

書目詳細資料
發表在:	Diagnostics
主要作者:	2-s2.0-85148956575
格式:	Review
語言:	English
出版:	Multidisciplinary Digital Publishing Institute (MDPI) 2023
在線閱讀:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85148956575&doi=10.3390%2fdiagnostics13040683&partnerID=40&md5=da7c6f5689f7215c7d68266f8179b414

相似書籍

Breast Cancer Classification Using Deep Learning
由: 2-s2.0-85167737571
出版: (2023)

Deep Learning on Histopathology Images for Breast Cancer Classification: A Bibliometric Analysis
由: 2-s2.0-85122017681
出版: (2022)

Consensus clustering and fuzzy classification for breast cancer prognosis
由: Garibaldi J.M.; Soria D.; Rasmani K.A.
出版: (2010)

An Advanced Deep Learning Framework for Skin Cancer Classification
由: Khan, et al.
出版: (2025)

Breast Cancer Classification through Meta-Learning Ensemble Technique Using Convolution Neural Networks
由: 2-s2.0-85164711241
出版: (2023)

Deep Learning Method with Application to Neutral-to-ground Voltage (NTGV) Classification
由: Mahadan M.E.; Abidin A.F.; Yusoh M.A.T.M.; Mustam M.M.; Saleh S.A.M.; Hairuddin M.A.
出版: (2024)

A Review of Deep Learning Methods for Automatic Pain Assessment
由: 2-s2.0-86000233085
出版: (2024)

Diagnostic accuracy of tomosynthesis-guided vacuum assisted breast biopsy of ultrasound occult lesions
由: 2-s2.0-85098950415
出版: (2021)

A Review of Deep Learning Techniques for Lung Cancer Screening and Diagnosis Based on CT Images
由: 2-s2.0-85169056234
出版: (2023)

Breast conserving surgery versus mastectomy: the effect of surgery on quality of life in breast cancer survivors in Malaysia
由: 2-s2.0-85176754323
出版: (2023)

Hyperparameter tuning and pipeline optimization via grid search method and tree-based autoML in breast cancer prediction
由: 2-s2.0-85116487206
出版: (2021)

Handwriting Image Classification for Automated Diagnosis of Learning Disabilities: A Review on Deep Learning Models and Future Directions
由: Sukiman S.A.; Husin N.A.; Hamdan H.; Murad M.A.A.
出版: (2024)

The Association of Sugar and Sugar Substitutes to Breast, Lung, and Oral Cancer Cell Lines: A Scoping Review
由: Zainal M.; Md Asri N.S.; Mohamed Faizal N.S.; Khan H.B.S.G.; Kamil W.N.W.A.; Mohd Sarmin N.I.; Mohd Kornain N.K.; Arzmi M.H.
出版: (2023)

Accuracy of advanced deep learning with tensorflow and keras for classifying teeth developmental stages in digital panoramic imaging
由: 2-s2.0-85127856200
出版: (2022)

Evaluation the Accuracy of Oil Palm Tree Detection Using Deep Learning and Support Vector Machine Classifiers
由: 2-s2.0-85135484503
出版: (2022)

Arabic Handwriting Classification using Deep Transfer Learning Techniques
由: 2-s2.0-85125867421
出版: (2022)

Peptide-Based Vaccine against Breast Cancer: Recent Advances and Prospects
由: 2-s2.0-85166207853
出版: (2023)

Deep Learning Optimizer Evaluation in Blur Detection of Digital Breast Tomosynthesis Images using CNN Constructed from Scratch
由: 2-s2.0-86000005008
出版: (2023)

Suitable MLP network activation functions for breast cancer and thyroid disease detection
由: 2-s2.0-79952087016
出版: (2010)

Investigation of breast cancer molecular subtype in a multi-ethnic population using MRI
由: Mumin N.A.; Ramli Hamid M.T.; Ding Wong J.H.; Chiew S.-F.; Rahmat K.; Ng K.H.
出版: (2024)

Betta fish species classification using light weight deep learning algorithm
由: 2-s2.0-105000373949
出版: (2025)

Integrating Deep Learning Features Extraction and Image Processing for Visual Pattern Analysis in Air Quality Index (AQI) Classification
由: 2-s2.0-85219525159
出版: (2024)

Cytotoxic Activity Screening of Various Uncaria Spp Plants on T47d Breast Cancer Cells
由: 2-s2.0-85148295176
出版: (2023)

A genetic algorithm-based multi-objective optimization of an artificial neural network classifier for breast cancer diagnosis
由: 2-s2.0-84884812989
出版: (2013)

Knowledge and beliefs on breast cancer screening and uptake among Yemeni female school teachers in Malaysia
由: Noman, et al.
出版: (2024)

Knowledge and beliefs on breast cancer screening and uptake among Yemeni female school teachers in Malaysia
由: Noman S.; Elarusy N.M.E.; Rahman H.A.; Ismail S.; Azzani M.; Khamis K.M.; Aljaberi M.A.
出版: (2024)

Advanced triple negative breast cancer in pregnancy; [Gebelikte Gelişmiş Üçlü Negatif Meme Kanseri]
由: Chong T.H.; Durairaj G.G.; Hayati F.; Azizan N.; Ahmedy F.; Rashid N.F.A.
出版: (2020)

Convolutional Neural Network Based Deep Learning Model for Accurate Classification of Durian Types
由: Diana D.; Kurniawan T.B.; Dewi D.A.; Alqudah M.K.; Alqudah M.K.; Zakari M.Z.; Fuad E.F.B.E.
出版: (2025)

Comparative analysis of deep neural network architectures for renewable energy forecasting: enhancing accuracy with meteorological and time-based features
由: Khan, et al.
出版: (2024)

Comparative analysis of deep neural network architectures for renewable energy forecasting: enhancing accuracy with meteorological and time-based features
由: Khan S.; Mazhar T.; Khan M.A.; Shahzad T.; Ahmad W.; Bibi A.; Saeed M.M.; Hamam H.
出版: (2024)

Molecular structural characteristics that influence partitioning of xenobiotics into human breast milk
由: Agatonovic-Kustrin S.; Morton D.W.
出版: (2015)

A Hybrid Anomaly Classification with Deep Learning (DL) and Binary Algorithms (BA) as Optimizer in the Intrusion Detection System (IDS)
由: 2-s2.0-85084314291
出版: (2020)

Hybrid Deep Learning Models for Classification of Normal and Abnormal Breathing Patterns Using Ultra-Wideband Radar
由: Husaini M.; Kamarudin L.M.; Nishizaki H.; Kamarudin I.K.; Ibrahim M.A.; Zakaria A.; Toyoura M.; Mao X.
出版: (2025)

Hybrid Deep Learning Models for Classification of Normal and Abnormal Breathing Patterns Using Ultra-Wideband Radar
由: Husaini, et al.
出版: (2025)

Student performance classification: a comparison of feature selection methods based on online learning activities
由: Alias M.A.H.; Aziz M.A.A.; Hambali N.; Taib M.N.
出版: (2024)

A Review of ECG Biometrics: Generalization in Deep Learning with Attention Mechanisms
由: 2-s2.0-85190385476
出版: (2024)

Anomaly analysis for the classification purpose of intrusion detection system with K-nearest neighbors and deep neural network
由: 2-s2.0-85084845246
出版: (2019)

Classification of Cervical Precancerous Cell of ThinPrep Images Based on Deep Learning Model AlexNet and InceptionV3
由: 2-s2.0-85133141911
出版: (2022)

A New Regression Method for Diagnosis of Lung Cancer Disease
由: 2-s2.0-85142449435
出版: (2022)

Review of Deep Learning-Based Hotspot Detection in Solar Photovoltaic Arrays
由: 2-s2.0-85191698409
出版: (2024)