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

QR رمز

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...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:	Diagnostics
المؤلف الرئيسي:	2-s2.0-85148956575
التنسيق:	Review
اللغة:	English
منشور في:	Multidisciplinary Digital Publishing Institute (MDPI) 2023
الوصول للمادة أونلاين:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85148956575&doi=10.3390%2fdiagnostics13040683&partnerID=40&md5=da7c6f5689f7215c7d68266f8179b414

مواد مشابهة

Breast Cancer Classification Using Deep Learning
بواسطة: 2-s2.0-85167737571
منشور في: (2023)

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

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

An Advanced Deep Learning Framework for Skin Cancer Classification
بواسطة: Khan, وآخرون
منشور في: (2025)

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

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

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

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

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

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

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

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

The Association of Sugar and Sugar Substitutes to Breast, Lung, and Oral Cancer Cell Lines: A Scoping Review
بواسطة: 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.
منشور في: (2023)

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

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

Arabic Handwriting Classification using Deep Transfer Learning Techniques
بواسطة: 2-s2.0-85125867421
منشور في: (2022)

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

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

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

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

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

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

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

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

Knowledge and beliefs on breast cancer screening and uptake among Yemeni female school teachers in Malaysia
بواسطة: Noman, وآخرون
منشور في: (2024)

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

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

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

Comparative analysis of deep neural network architectures for renewable energy forecasting: enhancing accuracy with meteorological and time-based features
بواسطة: Khan, وآخرون
منشور في: (2024)

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

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

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

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

Hybrid Deep Learning Models for Classification of Normal and Abnormal Breathing Patterns Using Ultra-Wideband Radar
بواسطة: Husaini, وآخرون
منشور في: (2025)

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

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

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

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

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

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