Deep Learning Technology Applied to Medical Image Tissue Classification

Deep Learning Technology Applied to Medical Image Tissue Classification

Medical image classification is a novel technology that presents a new challenge. It is essential that pathological images are automatically and correctly classified to enable doctors to provide precise treatment. Convolutional neural networks have demonstrated their effectiveness in classifying ima...

Bibliografske podrobnosti
Main Authors:	Min-Jen Tsai, Yu-Han Tao
Format:	Article
Jezik:	English
Izdano:	MDPI AG 2022-10-01
Serija:	Diagnostics
Teme:	convolutional neural network deep learning colorectal cancer classification
Online dostop:	https://www.mdpi.com/2075-4418/12/10/2430

Podobne knjige/članki

Colon Tissues Classification and Localization in Whole Slide Images Using Deep Learning
od: Pushpanjali Gupta, et al.
Izdano: (2021-08-01)

Deep learning framework to extract anatomy for mosquito image classification
od: Marzieh Zare Nazari, et al.
Izdano: (2022-09-01)

A deep convolutional neural network approach using medical image classification
od: Mohammad Mousavi, et al.
Izdano: (2024-08-01)

The development of an efficient artificial intelligence-based classification approach for colorectal cancer response to radiochemotherapy: deep learning vs. machine learning
od: Fatemeh Bahrambanan, et al.
Izdano: (2025-01-01)

Comparative study on methods for colon polyp endoscopic image segmentation and classification based on deep learning
od: CHEN Jian, et al.
Izdano: (2024-06-01)

Melanoma Classification Using a Novel Deep Convolutional Neural Network with Dermoscopic Images
od: Ranpreet Kaur, et al.
Izdano: (2022-02-01)

Blood Stain Classification with Hyperspectral Imaging and Deep Neural Networks
od: Kamil Książek, et al.
Izdano: (2020-11-01)

Deep Transfer Learning for the Multilabel Classification of Chest X-ray Images
od: Guan-Hua Huang, et al.
Izdano: (2022-06-01)

Impact of the Radar Image Resolution of Military Objects on the Accuracy of their Classification by a Deep Convolutional Neural Network
od: I. F. Kupryashkin
Izdano: (2022-02-01)

A multi-stage deep learning network toward multi-classification of polyps in colorectal images
od: Shilong Chang, et al.
Izdano: (2025-04-01)

Dynamic Wide and Deep Neural Network for Hyperspectral Image Classification
od: Jiangbo Xi, et al.
Izdano: (2021-07-01)

Deep learning-assisted arrhythmia classification using 2-D ECG spectrograms
od: Pinjala N Malleswari, et al.
Izdano: (2024-12-01)

Classification of Arrhythmia by Using Deep Learning with 2-D ECG Spectral Image Representation
od: Amin Ullah, et al.
Izdano: (2020-05-01)

Review of Image Classification Algorithms Based on Convolutional Neural Networks
od: Leiyu Chen, et al.
Izdano: (2021-11-01)

Comparative Analysis of Deep Learning Methods for Classification of Ablated Regions in Hyperspectral Images of Atrial Tissue
od: Yeva Gabrielyan, et al.
Izdano: (2025-01-01)

Heart Disease Classification From Echocardiogram Images Using Deep Learning
od: Muhammad Raoof, et al.
Izdano: (2025-01-01)

Cloud Image Classification Method Based on Deep Convolutional Neural Network
Izdano: (2020-08-01)

Thai Silk Patterns Classification with Deep Neural Networks
od: Nakharin Ingo, et al.
Izdano: (2023-06-01)

Applying Deep Learning to Medical Imaging: A Review
od: Huanhuan Zhang, et al.
Izdano: (2023-09-01)

Colorectal Polyp Image Detection and Classification through Grayscale Images and Deep Learning
od: Chen-Ming Hsu, et al.
Izdano: (2021-09-01)

Deep Learning-Based Vehicle Classification for Low Quality Images
od: Sumeyra Tas, et al.
Izdano: (2022-06-01)

Wide and Deep Fourier Neural Network for Hyperspectral Remote Sensing Image Classification
od: Jiangbo Xi, et al.
Izdano: (2022-06-01)

Classification of Invoice Images By Using Convolutional Neural Networks
od: Sait Ali Uymaz, et al.
Izdano: (2022-03-01)

Natural Disasters Intensity Analysis and Classification Based on Multispectral Images Using Multi-Layered Deep Convolutional Neural Network
od: Muhammad Aamir, et al.
Izdano: (2021-04-01)

Brain Tumor Detection with Deep Learning Methods’ Classifier Optimization Using Medical Images
od: Mustafa Güler, et al.
Izdano: (2024-01-01)

A COMPARATIVE ANALYSIS OF DEEP TRANSFER LEARNING TECHNIQUES FOR MAMMOGRAPHIC IMAGE CLASSIFICATION
od: Bhavesh Gupta, et al.
Izdano: (2024-12-01)

Classification of Space Objects by Using Deep Learning with Micro-Doppler Signature Images
od: Kwangyong Jung, et al.
Izdano: (2021-06-01)

Applying Deep Learning for Breast Cancer Detection in Radiology
od: Ella Mahoro, et al.
Izdano: (2022-11-01)

Ontology with Deep Learning for Forest Image Classification
od: Clopas Kwenda, et al.
Izdano: (2023-04-01)

COVID-19 Image Classification: A Comparative Performance Analysis of Hand-Crafted vs. Deep Features
od: Sadiq Alinsaif
Izdano: (2024-03-01)

Automatic Detection and Classification of Cough Events Based on Deep Learning
od: Hossein Tabatabaei Seyed Amir, et al.
Izdano: (2020-09-01)

Generalizable electroencephalographic classification of Parkinson's disease using deep learning
od: Richard James Sugden, et al.
Izdano: (2023-01-01)

Assessment of Asteroid Classification Using Deep Convolutional Neural Networks
od: Victor Bacu, et al.
Izdano: (2023-08-01)

A Survey of Underwater Acoustic Data Classification Methods Using Deep Learning for Shoreline Surveillance
od: Lucas C. F. Domingos, et al.
Izdano: (2022-03-01)

Deep Learning for Remote Sensing Image Scene Classification: A Review and Meta-Analysis
od: Aakash Thapa, et al.
Izdano: (2023-10-01)

Machine Learning and Deep Learning Algorithms for Skin Cancer Classification from Dermoscopic Images
od: Solene Bechelli, et al.
Izdano: (2022-02-01)

Classifying Malware Traffic Using Images and Deep Convolutional Neural Network
od: R. E. Davis, et al.
Izdano: (2024-01-01)

Deep Learning Using Multiple Degrees of Maximum-Intensity Projection for PET/CT Image Classification in Breast Cancer
od: Kanae Takahashi, et al.
Izdano: (2022-01-01)

Classification of stochastic processes based on deep learning
od: Shamsan A Al-Murisi, et al.
Izdano: (2024-01-01)

Classification of osteoarthritic and healthy cartilage using deep learning with Raman spectra
od: Yong En Kok, et al.
Izdano: (2024-07-01)