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HEp-2 Cell Image Recognition with Transferable Cross-Dataset Synthetic Samples

Computer Analysis of Images and Patterns, p.215-225

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ENNGene: an Easy Neural Network model building tool for Genomics

BMC genomics, 2022-03, Vol.23 (1), p.248-248, Article 248

2022

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Efficient k-NN based HEp-2 cells classifier

Pattern recognition, 2014-07, Vol.47 (7), p.2409-2418

2014

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Optimised deep learning features for improved melanoma detection

Multimedia tools and applications, 2019-05, Vol.78 (9), p.11883-11903

2019

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High-confidence 3D template matching for cryo-electron tomography

Nature communications, 2024-05, Vol.15 (1), p.3992-3992, Article 3992

2024

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Invisible Color Variations of Facial Erythema: A Novel Early Marker for Diabetic Complications?

Journal of Diabetes Research, 2019, Vol.2019 (2019), p.1-7

2019

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Transfer Learning Allows Accurate RBP Target Site Prediction with Limited Sample Sizes

Biology (Basel, Switzerland), 2023-09, Vol.12 (10), p.1276

2023

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A deep learning framework for autonomous detection and classification of Crohnʼs disease lesions in the small bowel and colon with capsule endoscopy

Endoscopy International Open, 2021-09, Vol.9 (9), p.E1361-E1370

2021

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Non-invasive detection of diabetic complications via pattern analysis of temporal facial colour variations

Computer methods and programs in biomedicine, 2020-11, Vol.196, p.105619-105619, Article 105619

2020

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Generalised deep learning framework for HEp-2 cell recognition using local binary pattern maps

IET image processing, 2020-05, Vol.14 (6), p.1201-1208

2020

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Texture-Based Image Transformations for Improved Deep Learning Classification

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, p.207-216

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On the Effectiveness of Generative Adversarial Networks as HEp-2 Image Augmentation Tool

Image Analysis, 2019, p.439-451

2019

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Extension of Tamura Texture Features for 3D Fluorescence Microscopy

2012 Second International Conference on 3D Imaging, Modeling, Processing, Visualization & Transmission, 2012, p.301-307

2012

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Facial erythema detects diabetic neuropathy using the fusion of machine learning, random matrix theory and self organized criticality

Scientific reports, 2020-10, Vol.10 (1), p.16785-16785, Article 16785

2020

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Efficient Melanoma Detection Using Texture-Based RSurf Features

Image Analysis and Recognition, p.30-37

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Comparison of 3D Texture-Based Image Descriptors in Fluorescence Microscopy

Combinatorial Image Analysis, p.186-195

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Comparison of Deep Learning-Based Recognition Techniques for Medical and Biomedical Images

Computer Analysis of Images and Patterns, p.492-504

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Combining deep learning and hand-crafted features for skin lesion classification

2016 Sixth International Conference on Image Processing Theory, Tools and Applications (IPTA), 2016, p.1-6

2016

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Texture analysis of 3D fluorescence microscopy images using RSurf 3D features

2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 2016, p.1212-1216

2016

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Validation of electron microscopy initial models via small angle X-ray scattering curves

Bioinformatics, 2019-07, Vol.35 (14), p.2427-2433

2019

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RSURF: The efficient texture-based descriptor for fluorescence microscopy images of HEp-2 cells

2014 22nd International Conference on Pattern Recognition, 2014, p.1194-1199

2014

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Efficient k-NN based HEp-2 cells classifier : ANALYSIS AND RECOGNITION OF IMMUNOFLUORESCENCE IMAGES

Pattern recognition, 2014, Vol.47 (7), p.2409-2418

2014

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Texture analysis using 3D Gabor features and 3D MPEG-7 Edge Histogram descriptor in fluorescence microscopy

2014 International Conference on 3D Imaging (IC3D), 2014, p.1-7

2014

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Improving skin lesion segmentation in dermoscopic images by thin artefacts removal methods

2016 6th European Workshop on Visual Information Processing (EUVIP), 2016, p.1-6

2016

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HEp-2 Cell Image Recognition with Transferable Cross-Dataset Synthetic Samples

ENNGene: an Easy Neural Network model building tool for Genomics

Efficient k-NN based HEp-2 cells classifier

Optimised deep learning features for improved melanoma detection

High-confidence 3D template matching for cryo-electron tomography

Invisible Color Variations of Facial Erythema: A Novel Early Marker for Diabetic Complications?

Transfer Learning Allows Accurate RBP Target Site Prediction with Limited Sample Sizes

A deep learning framework for autonomous detection and classification of Crohnʼs disease lesions in the small bowel and colon with capsule endoscopy

Non-invasive detection of diabetic complications via pattern analysis of temporal facial colour variations

Generalised deep learning framework for HEp-2 cell recognition using local binary pattern maps

Texture-Based Image Transformations for Improved Deep Learning Classification

On the Effectiveness of Generative Adversarial Networks as HEp-2 Image Augmentation Tool

Extension of Tamura Texture Features for 3D Fluorescence Microscopy

Facial erythema detects diabetic neuropathy using the fusion of machine learning, random matrix theory and self organized criticality

Efficient Melanoma Detection Using Texture-Based RSurf Features

Comparison of 3D Texture-Based Image Descriptors in Fluorescence Microscopy

Comparison of Deep Learning-Based Recognition Techniques for Medical and Biomedical Images

Combining deep learning and hand-crafted features for skin lesion classification

Texture analysis of 3D fluorescence microscopy images using RSurf 3D features

Validation of electron microscopy initial models via small angle X-ray scattering curves

RSURF: The efficient texture-based descriptor for fluorescence microscopy images of HEp-2 cells

Efficient k-NN based HEp-2 cells classifier : ANALYSIS AND RECOGNITION OF IMMUNOFLUORESCENCE IMAGES

Texture analysis using 3D Gabor features and 3D MPEG-7 Edge Histogram descriptor in fluorescence microscopy

Improving skin lesion segmentation in dermoscopic images by thin artefacts removal methods

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