Cargando…

Ensemble Method of Convolutional Neural Networks with Directed Acyclic Graph Using Dermoscopic Images: Melanoma Detection Application

The early detection of melanoma is the most efficient way to reduce its mortality rate. Dermatologists achieve this task with the help of dermoscopy, a non-invasive tool allowing the visualization of patterns of skin lesions. Computer-aided diagnosis (CAD) systems developed on dermoscopic images are...

Descripción completa

Detalles Bibliográficos
Autores principales:	Foahom Gouabou, Arthur Cartel, Damoiseaux, Jean-Luc, Monnier, Jilliana, Iguernaissi, Rabah, Moudafi, Abdellatif, Merad, Djamal
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8229112/ https://www.ncbi.nlm.nih.gov/pubmed/34200521 http://dx.doi.org/10.3390/s21123999

Ejemplares similares

Computer Aided Diagnosis of Melanoma Using Deep Neural Networks and Game Theory: Application on Dermoscopic Images of Skin Lesions
por: Foahom Gouabou, Arthur Cartel, et al.
Publicado: (2022)

Representing and extending ensembles of parsimonious evolutionary histories with a directed acyclic graph
por: Dumm, Will, et al.
Publicado: (2023)

Acyclic Matching in Some Subclasses of Graphs
por: Panda, B. S., et al.
Publicado: (2020)

A directed acyclic graph for interactions
por: Nilsson, Anton, et al.
Publicado: (2020)

Dermoscopic Image Classification Method Using an Ensemble of Fine-Tuned Convolutional Neural Networks
por: Shen, Xin, et al.
Publicado: (2022)

Acral melanoma detection using dermoscopic images and convolutional neural networks
por: Abbas, Qaiser, et al.
Publicado: (2021)

Reducing bias through directed acyclic graphs
por: Shrier, Ian, et al.
Publicado: (2008)

Phasertng: directed acyclic graphs for crystallographic phasing
por: McCoy, Airlie J., et al.
Publicado: (2021)

Evidence synthesis for constructing directed acyclic graphs (ESC-DAGs): a novel and systematic method for building directed acyclic graphs
por: Ferguson, Karl D, et al.
Publicado: (2020)

Corrigendum to: Evidence synthesis for constructing directed acyclic graphs (ESC-DAGs): a novel and systematic method for building directed acyclic graphs
por: Ferguson, Karl D, et al.
Publicado: (2019)

Directed acyclic graph kernels for structural RNA analysis
por: Sato, Kengo, et al.
Publicado: (2008)

Directed acyclic graphs for clinical research: a tutorial
por: Byeon, Sangmin, et al.
Publicado: (2023)

Evaluating the performance of convolutional neural networks with direct acyclic graph architectures in automatic segmentation of breast lesion in US images
por: Costa, Marly Guimarães Fernandes, et al.
Publicado: (2019)

Using Direct Acyclic Graphs to Enhance Skeleton-Based Action Recognition with a Linear-Map Convolution Neural Network
por: Tan, Tan-Hsu, et al.
Publicado: (2021)

Enumerating consistent sub-graphs of directed acyclic graphs: an insight into biomedical ontologies
por: Peng, Yisu, et al.
Publicado: (2018)

Melanoma Classification Using a Novel Deep Convolutional Neural Network with Dermoscopic Images
por: Kaur, Ranpreet, et al.
Publicado: (2022)

Statistical Tests for Associations between Two Directed Acyclic Graphs
por: Hoehndorf, Robert, et al.
Publicado: (2010)

Directed Acyclic Graphs: a Tool for Causal Studies in Pediatrics
por: Williams, Thomas C, et al.
Publicado: (2018)

Reducing bias in experimental ecology through directed acyclic graphs
por: Arif, Suchinta, et al.
Publicado: (2023)

Inference for a Large Directed Acyclic Graph with Unspecified Interventions
por: Li, Chunlin, et al.
Publicado: (2023)

The dawn of directed acyclic graphs in primary care research and education
por: Iwata, Hiroyoshi, et al.
Publicado: (2023)

Cell Tracking Accuracy Measurement Based on Comparison of Acyclic Oriented Graphs
por: Matula, Pavel, et al.
Publicado: (2015)

A shortcut for multiple testing on the directed acyclic graph of gene ontology
por: Saunders, Garrett, et al.
Publicado: (2014)

Learning directed acyclic graphs from large-scale genomics data
por: Nikolay, Fabio, et al.
Publicado: (2017)

Directed acyclic graphs and causal thinking in clinical risk prediction modeling
por: Piccininni, Marco, et al.
Publicado: (2020)

Chaining for accurate alignment of erroneous long reads to acyclic variation graphs
por: Ma, Jun, et al.
Publicado: (2023)

Evaluation of Melanoma Thickness with Clinical Close-up and Dermoscopic Images Using a Convolutional Neural Network
por: GILLSTEDT, Martin, et al.
Publicado: (2022)

Efficient representation of uncertainty in multiple sequence alignments using directed acyclic graphs
por: Herman, Joseph L, et al.
Publicado: (2015)

Dermoscopic and clinical features of trunk melanomas
por: Emiroglu, Nazan, et al.
Publicado: (2014)

Dermoscopic appearance of an amelanotic mucosal melanoma
por: Blum, Andreas, et al.
Publicado: (2016)

Primary myxoid melanoma with dermoscopic findings
por: Uzuncakmak, Tugba K., et al.
Publicado: (2017)

Dermoscopic evaluation of superficial spreading melanoma()()
por: Trindade, Fernanda Marques, et al.
Publicado: (2021)

Spatial Location in Integrated Circuits through Infrared Microscopy †
por: Abelé, Raphaël, et al.
Publicado: (2021)

Using Directed Acyclic Graphs in Epidemiological Research in Psychosis: An Analysis of the Role of Bullying in Psychosis
por: Moffa, Giusi, et al.
Publicado: (2017)

Estimating and testing direct genetic effects in directed acyclic graphs using estimating equations
por: Konigorski, Stefan, et al.
Publicado: (2017)

Inferring Regulatory Networks From Mixed Observational Data Using Directed Acyclic Graphs
por: Zhong, Wujuan, et al.
Publicado: (2020)

A Framework for the Optimization of Complex Cyber-Physical Systems via Directed Acyclic Graph
por: Castejón-Limas, Manuel, et al.
Publicado: (2022)

Using Causal Loop Diagrams (CLDs) to inform the development of Directed Acyclic Graphs (DAGs)
por: Avila-Palencia, I
Publicado: (2023)

Dermoscopic and clinical features of head and neck melanoma
por: Cengiz, Fatma Pelin, et al.
Publicado: (2015)

Dermoscopic features of acral lentiginous melanoma in situ
por: Gao, Fei, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_2eeuragbcl8f5pqaql0pr39cif