Cargando…

Melanoma segmentation using deep learning with test-time augmentations and conditional random fields

In a computer-aided diagnostic (CAD) system for skin lesion segmentation, variations in shape and size of the skin lesion makes the segmentation task more challenging. Lesion segmentation is an initial step in CAD schemes as it leads to low error rates in quantification of the structure, boundary, a...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ashraf, Hassan, Waris, Asim, Ghafoor, Muhammad Fazeel, Gilani, Syed Omer, Niazi, Imran Khan
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8913825/ https://www.ncbi.nlm.nih.gov/pubmed/35273282 http://dx.doi.org/10.1038/s41598-022-07885-y

Ejemplares similares

Performance Evaluation of Convolutional Neural Network for Hand Gesture Recognition Using EMG
por: Asif, Ali Raza, et al.
Publicado: (2020)

Multiday EMG-Based Classification of Hand Motions with Deep Learning Techniques
por: Zia ur Rehman, Muhammad, et al.
Publicado: (2018)

Decoding Attempted Hand Movements in Stroke Patients Using Surface Electromyography
por: Jochumsen, Mads, et al.
Publicado: (2020)

Decoding of Ankle Joint Movements in Stroke Patients Using Surface Electromyography
por: Noor, Afaq, et al.
Publicado: (2021)

Rehabilitation of Upper Limb Motor Impairment in Stroke: A Narrative Review on the Prevalence, Risk Factors, and Economic Statistics of Stroke and State of the Art Therapies
por: Anwer, Saba, et al.
Publicado: (2022)

Reply to Morone, G.; Giansanti, D. Comment on “Anwer et al. Rehabilitation of Upper Limb Motor Impairment in Stroke: A Narrative Review on the Prevalence, Risk Factors, and Economic Statistics of Stroke and State of the Art Therapies. Healthcare 2022, 10, 190”
por: Anwer, Saba, et al.
Publicado: (2022)

Skin Lesion Segmentation from Dermoscopic Images Using Convolutional Neural Network
por: Zafar, Kashan, et al.
Publicado: (2020)

Automatic detection of pathological myopia using machine learning
por: Rauf, Namra, et al.
Publicado: (2021)

Memorability-based multimedia analytics for robotic interestingness prediction system using trimmed Q-learning algorithm
por: Ali, Hasnain, et al.
Publicado: (2023)

Predicting Risk of Antenatal Depression and Anxiety Using Multi-Layer Perceptrons and Support Vector Machines
por: Javed, Fajar, et al.
Publicado: (2021)

Classification of Overt and Covert Speech for Near-Infrared Spectroscopy-Based Brain Computer Interface
por: Kamavuako, Ernest Nlandu, et al.
Publicado: (2018)

A Low-Cost Device for Measurement of Exhaled Breath for the Detection of Obstructive Lung Disease
por: Shahzad, Adil Ahmad, et al.
Publicado: (2022)

Deploying efficient net batch normalizations (BNs) for grading diabetic retinopathy severity levels from fundus images
por: Batool, Summiya, et al.
Publicado: (2023)

A Multiday Evaluation of Real-Time Intramuscular EMG Usability with ANN
por: Waris, Asim, et al.
Publicado: (2020)

Eye and Voice-Controlled Human Machine Interface System for Wheelchairs Using Image Gradient Approach
por: Anwer, Saba, et al.
Publicado: (2020)

Image Semantic Segmentation Method Based on Deep Fusion Network and Conditional Random Field
por: Wang, Shuo, et al.
Publicado: (2022)

Brain Tumor Segmentation Using Deep Capsule Network and Latent-Dynamic Conditional Random Fields
por: Elmezain, Mahmoud, et al.
Publicado: (2022)

MP-VHPPI: Meta predictor for viral host protein-protein interaction prediction in multiple hosts and viruses
por: Asim, Muhammad Nabeel, et al.
Publicado: (2022)

Deep Learning-Based Multiclass Instance Segmentation for Dental Lesion Detection
por: Fatima, Anum, et al.
Publicado: (2023)

Efficient Liver Segmentation from Computed Tomography Images Using Deep Learning
por: Ahmad, Mubashir, et al.
Publicado: (2022)

Test-time augmentation for deep learning-based cell segmentation on microscopy images
por: Moshkov, Nikita, et al.
Publicado: (2020)

A Deep Learning Image Data Augmentation Method for Single Tumor Segmentation
por: Zhang, Chunling, et al.
Publicado: (2022)

Materials diversity of hydrogel: Synthesis, polymerization process and soil conditioning properties in agricultural field
por: Rizwan, Muhammad, et al.
Publicado: (2021)

Deep Hybrid Convolutional Neural Network for Segmentation of Melanoma Skin Lesion
por: Yang, Cheng-Hong, et al.
Publicado: (2021)

Enhanced Deep-Learning-Based Automatic Left-Femur Segmentation Scheme with Attribute Augmentation
por: Apivanichkul, Kamonchat, et al.
Publicado: (2023)

Predicting Students’ Academic Performance with Conditional Generative Adversarial Network and Deep SVM
por: Sarwat, Samina, et al.
Publicado: (2022)

Augmentation in Healthcare: Augmented Biosignal Using Deep Learning and Tensor Representation
por: Ibrahim, Marwa, et al.
Publicado: (2021)

Author Correction: Test-time augmentation for deep learning-based cell segmentation on microscopy images
por: Moshkov, Nikita, et al.
Publicado: (2021)

The Long-Term Characteristics of Immunity Conferred by COVID-19 Using Antibody Tests
por: Shoaib, Faryal, et al.
Publicado: (2021)

Potential of Salt Tolerant PGPR in Growth and Yield Augmentation of Wheat (Triticum aestivum L.) Under Saline Conditions
por: Nawaz, Aniqa, et al.
Publicado: (2020)

Detecting Distal Radius Fractures Using a Segmentation-Based Deep Learning Model
por: Anttila, Turkka T., et al.
Publicado: (2022)

Non-Specific Low Back Pain: An Inductive Exploratory Analysis through Factor Analysis and Deep Learning for Better Clustering
por: Robinault, Lucien, et al.
Publicado: (2023)

Superpixel-Based Conditional Random Fields (SuperCRF): Incorporating Global and Local Context for Enhanced Deep Learning in Melanoma Histopathology
por: Zormpas-Petridis, Konstantinos, et al.
Publicado: (2019)

Multimodal Brain Tumor Classification Using Deep Learning and Robust Feature Selection: A Machine Learning Application for Radiologists
por: Khan, Muhammad Attique, et al.
Publicado: (2020)

Multicell migration tracking within angiogenic networks by deep learning-based segmentation and augmented Bayesian filtering
por: Wang, Mengmeng, et al.
Publicado: (2018)

Instance Segmentation of Multiple Myeloma Cells Using Deep-Wise Data Augmentation and Mask R-CNN
por: Paing, May Phu, et al.
Publicado: (2022)

UnMICST: Deep learning with real augmentation for robust segmentation of highly multiplexed images of human tissues
por: Yapp, Clarence, et al.
Publicado: (2022)

NAMSTCD: A Novel Augmented Model for Spinal Cord Segmentation and Tumor Classification Using Deep Nets
por: Mohanty, Ricky, et al.
Publicado: (2023)

Improving Automatic Melanoma Diagnosis Using Deep Learning-Based Segmentation of Irregular Networks
por: Nambisan, Anand K., et al.
Publicado: (2023)

An Effective Method for Lung Cancer Diagnosis from CT Scan Using Deep Learning-Based Support Vector Network
por: Shafi, Imran, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_0d8pnrf39ucbiiqev6iem56o69