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Automatic segmentation of retinal layers in OCT images with intermediate age-related macular degeneration using U-Net and DexiNed

PloS one, 2021-05, Vol.16 (5), p.e0251591-e0251591

2021

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Automatic method for classifying COVID-19 patients based on chest X-ray images, using deep features and PSO-optimized XGBoost

Expert systems with applications, 2021-11, Vol.183, p.115452-115452, Article 115452

2021

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Multiple Instance Learning in Medical Images: A Systematic Review

IEEE access, 2024, Vol.12, p.78409-78422

2024

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Automatic ocular version evaluation in images using random forest

Expert systems with applications, 2021-08, Vol.176, p.114847, Article 114847

2021

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A two-stage method for polyp detection in colonoscopy images based on saliency object extraction and transformers

IEEE access, 2023-01, Vol.11, p.1-1

2023

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A Machine Learning Approach for Classifying Road Accident Hotspots

ISPRS international journal of geo-information, 2023-06, Vol.12 (6), p.227

2023

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Texture based on geostatistic for glaucoma diagnosis from fundus eye image

Multimedia tools and applications, 2017-09, Vol.76 (18), p.19173-19190

2017

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Bayesian convolutional neural network estimation for pediatric pneumonia detection and diagnosis

Computer methods and programs in biomedicine, 2021-09, Vol.208, p.106259-106259, Article 106259

2021

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An automated CNN architecture search for glaucoma diagnosis based on NEAT

Multimedia tools and applications, 2022-04, Vol.81 (10), p.13441-13465

2022

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Surgical planning of horizontal strabismus using multiple output regression tree

Computers in biology and medicine, 2021-07, Vol.134, p.104493-104493, Article 104493

2021

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A mass classification using spatial diversity approaches in mammography images for false positive reduction

Expert systems with applications, 2013-12, Vol.40 (18), p.7534-7543

2013

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The effect of antimicrobial photodynamic therapy adjunct to non-surgical periodontal therapy on the treatment of periodontitis in individuals with type 2 diabetes mellitus: A systematic review and meta-analysis

Photodiagnosis and photodynamic therapy, 2023-06, Vol.42, p.103573-103573, Article 103573

2023

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A Method for Detecting Pathologies in Concrete Structures Using Deep Neural Networks

Applied sciences, 2023-05, Vol.13 (9), p.5763

2023

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CPP-UNet: Combined Pyramid Pooling Modules in the U-Net Network for Kidney, Tumor and Cyst Segmentation

Revista IEEE América Latina, 2024-08, Vol.22 (8), p.642-650

2024

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Diagnosis of breast tissue in mammography images based local feature descriptors

Multimedia tools and applications, 2019-05, Vol.78 (10), p.12961-12986

2019

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A One-Step Methodology for Identifying Concrete Pathologies Using Neural Networks—Using YOLO v8 and Dataset Review

Applied sciences, 2024-05, Vol.14 (10), p.4332

2024

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Segmentation and quantification of COVID-19 infections in CT using pulmonary vessels extraction and deep learning

Multimedia tools and applications, 2021-08, Vol.80 (19), p.29367-29399

2021

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Glaucoma diagnosis in fundus eye images using diversity indexes

Multimedia tools and applications, 2019-05, Vol.78 (10), p.12987-13004

2019

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Malignancy Associated with Low-Risk HPV6 and HPV11: A Systematic Review and Implications for Cancer Prevention

Cancers, 2023-08, Vol.15 (16), p.4068

2023

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AGITO: Virtual Reality Environment for Power Systems Substations Operators Training

Augmented and Virtual Reality, p.113-123

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Deep learning for detecting dilated or contracted pupils

Biomedical signal processing and control, 2024-08, Vol.94, p.106360, Article 106360

2024

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Semivariogram and Semimadogram functions as descriptors for AMD diagnosis on SD-OCT topographic maps using Support Vector Machine

Biomedical engineering online, 2018-10, Vol.17 (1), p.160-160, Article 160

2018

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Transfer learning-based lung segmentation and pneumonia detection for paediatric chest X-ray images

International journal of innovative computing and applications, 2023, Vol.14 (1/2), p.56

2023

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Multilevel CNN for anterior chamber angle classification using AS-OCT images

International journal of innovative computing and applications, 2023, Vol.14 (1/2), p.46

2023

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Interferometer eye image classification for dry eye categorization using phylogenetic diversity indexes for texture analysis

Computer methods and programs in biomedicine, 2020-05, Vol.188, p.105269-105269, Article 105269

2020

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Automatic segmentation of retinal layers in OCT images with intermediate age-related macular degeneration using U-Net and DexiNed

Automatic method for classifying COVID-19 patients based on chest X-ray images, using deep features and PSO-optimized XGBoost

Multiple Instance Learning in Medical Images: A Systematic Review

Automatic ocular version evaluation in images using random forest

A two-stage method for polyp detection in colonoscopy images based on saliency object extraction and transformers

A Machine Learning Approach for Classifying Road Accident Hotspots

Texture based on geostatistic for glaucoma diagnosis from fundus eye image

Bayesian convolutional neural network estimation for pediatric pneumonia detection and diagnosis

An automated CNN architecture search for glaucoma diagnosis based on NEAT

Surgical planning of horizontal strabismus using multiple output regression tree

A mass classification using spatial diversity approaches in mammography images for false positive reduction

The effect of antimicrobial photodynamic therapy adjunct to non-surgical periodontal therapy on the treatment of periodontitis in individuals with type 2 diabetes mellitus: A systematic review and meta-analysis

A Method for Detecting Pathologies in Concrete Structures Using Deep Neural Networks

CPP-UNet: Combined Pyramid Pooling Modules in the U-Net Network for Kidney, Tumor and Cyst Segmentation

Diagnosis of breast tissue in mammography images based local feature descriptors

A One-Step Methodology for Identifying Concrete Pathologies Using Neural Networks—Using YOLO v8 and Dataset Review

Segmentation and quantification of COVID-19 infections in CT using pulmonary vessels extraction and deep learning

Glaucoma diagnosis in fundus eye images using diversity indexes

Malignancy Associated with Low-Risk HPV6 and HPV11: A Systematic Review and Implications for Cancer Prevention

AGITO: Virtual Reality Environment for Power Systems Substations Operators Training

Deep learning for detecting dilated or contracted pupils

Semivariogram and Semimadogram functions as descriptors for AMD diagnosis on SD-OCT topographic maps using Support Vector Machine

Transfer learning-based lung segmentation and pneumonia detection for paediatric chest X-ray images

Multilevel CNN for anterior chamber angle classification using AS-OCT images

Interferometer eye image classification for dry eye categorization using phylogenetic diversity indexes for texture analysis

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