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Advances in image processing for single-particle analysis by electron cryomicroscopy and challenges ahead

Current opinion in structural biology, 2018-10, Vol.52, p.127-145

2018

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Survey of the analysis of continuous conformational variability of biological macromolecules by electron microscopy

Acta crystallographica. Section F, Structural biology communications, 2019-01, Vol.75 (1), p.19-32

2019

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Using Scipion for stream image processing at Cryo-EM facilities

Journal of structural biology, 2018-12, Vol.204 (3), p.457-463

2018

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Flexible workflows for on‐the‐fly electron‐microscopy single‐particle image processing using Scipion

Acta crystallographica. Section D, Biological crystallography., 2019-10, Vol.75 (10), p.882-894

2019

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Blind estimation of DED camera gain in Electron Microscopy

Journal of structural biology, 2018-08, Vol.203 (2), p.90-93

2018

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Survey of the analysis of continuous conformational variability of biological macromolecules by electron microscopy

Acta crystallographica. Section F, Structural biology communications, 2019-01, Vol.75 (1), p.19-32

2019

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

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

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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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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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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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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 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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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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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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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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Advances in image processing for single-particle analysis by electron cryomicroscopy and challenges ahead

Survey of the analysis of continuous conformational variability of biological macromolecules by electron microscopy

Using Scipion for stream image processing at Cryo-EM facilities

Flexible workflows for on‐the‐fly electron‐microscopy single‐particle image processing using Scipion

Blind estimation of DED camera gain in Electron Microscopy

Survey of the analysis of continuous conformational variability of biological macromolecules by electron microscopy

ENNGene: an Easy Neural Network model building tool for Genomics

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

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

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

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

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

Efficient Melanoma Detection Using Texture-Based RSurf Features

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

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

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

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