Constantino Carlos Reyes-Aldasoro

Orcid: 0000-0002-9466-2018

According to our database1, Constantino Carlos Reyes-Aldasoro authored at least 56 papers between 1999 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Online presence:

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Bibliography

2024
Guest Editorial: Special Issue on the British Machine Vision Conference 2022.
Int. J. Comput. Vis., September, 2024

International Classification of Diseases Prediction from MIMIIC-III Clinical Text Using Pre-Trained ClinicalBERT and NLP Deep Learning Models Achieving State of the Art.
Big Data Cogn. Comput., 2024

DRD-UNet, a UNet-Like Architecture for Multi-Class Breast Cancer Semantic Segmentation.
IEEE Access, 2024

Image Processing and Machine Learning Techniques for Chagas Disease Detection and Identification.
Proceedings of the Medical Image Understanding and Analysis - 28th Annual Conference, 2024

Relationship between Irregularities of the Nuclear Envelope and Mitochondria in HeLa Cells Observed with Electron Microscopy.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023
Contrastive counterfactual visual explanations with overdetermination.
Mach. Learn., September, 2023

PLPose: An efficient framework for detecting power lines via key points-based pose estimation.
J. King Saud Univ. Comput. Inf. Sci., July, 2023

Impact of Training Data, Ground Truth and Shape Variability in the Deep Learning-Based Semantic Segmentation of HeLa Cells Observed with Electron Microscopy.
J. Imaging, 2023

Privacy vs Utility analysis when applying Differential Privacy on Machine Learning Classifiers.
Proceedings of the 19th International Conference on Wireless and Mobile Computing, 2023

2022
Comparison of Convolutional Neural Networks and Transformers for the Classification of Images of COVID-19, Pneumonia and Healthy Individuals as Observed with Computed Tomography.
J. Imaging, 2022

FatNet: High Resolution Kernels for Classification Using Fully Convolutional Optical Neural Networks.
CoRR, 2022

Computational Image Analysis Techniques, Programming Languages and Software Platforms Used in Cancer Research: A Scoping Review.
Proceedings of the Medical Image Understanding and Analysis - 26th Annual Conference, 2022

2021
A Novel Focal Phi Loss for Power Line Segmentation with Auxiliary Classifier U-Net.
Sensors, 2021

Classification and Visualisation of Normal and Abnormal Radiographs; A Comparison between Eleven Convolutional Neural Network Architectures.
Sensors, 2021

Special issue on computational pathology: An overview.
Medical Image Anal., 2021

Volumetric Semantic Instance Segmentation of the Plasma Membrane of HeLa Cells.
J. Imaging, 2021

2020
Comparative Study of Contact Repulsion in Control and Mutant Macrophages Using a Novel Interaction Detection.
J. Imaging, 2020

Morphological Estimation of Cellularity on Neo-Adjuvant Treated Breast Cancer Histological Images.
J. Imaging, 2020

The relationship between Fully Connected Layers and number of classes for the analysis of retinal images.
CoRR, 2020

Detection of Pitt-Hopkins Syndrome based on morphological facial features.
CoRR, 2020

A Machine Learning Approach for Colles' Fracture Treatment Diagnosis.
Proceedings of the Medical Image Understanding and Analysis - 24th Annual Conference, 2020

2019
Visualisation and Analysis of Speech Production with Electropalatography.
J. Imaging, 2019

Macrosight: A Novel Framework to Analyze the Shape and Movement of Interacting Macrophages Using Matlab<sup>®</sup>.
J. Imaging, 2019

Segmentation and Modelling of the Nuclear Envelope of HeLa Cells Imaged with Serial Block Face Scanning Electron Microscopy.
J. Imaging, 2019

Comparison of Interactions Between Control and Mutant Macrophages.
Proceedings of the Medical Image Understanding and Analysis - 23rd Conference, 2019

Segmentation And Modelling of Helanuclear Envelope.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Evaluation of Colour Pre-processing on Patch-Based Classification of H&E-Stained Images.
Proceedings of the Digital Pathology - 15th European Congress, 2019

2018
Segmentation and Shape Analysis of Macrophages Using <i>Anglegram</i> Analysis.
J. Imaging, 2018

Analysis of the Symmetry of Electrodes for Electropalatography with Cone Beam CT Scanning.
Proceedings of the Medical Image Understanding and Analysis - 22nd Conference, 2018

Analysis of the Interactions of Migrating Macrophages.
Proceedings of the Medical Image Understanding and Analysis - 22nd Conference, 2018

Automated Segmentation of HeLa Nuclear Envelope from Electron Microscopy Images.
Proceedings of the Medical Image Understanding and Analysis - 22nd Conference, 2018

Generating Magnetic Resonance Spectroscopy Imaging Data of Brain Tumours from Linear, Non-linear and Deep Learning Models.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2018

Shape analysis and tracking of migrating macrophages.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Hippocampal and entorhinal cortex volume changes in Alzheimer's disease patients and mild cognitive impairment subjects.
Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018

2017
A hybrid energy model for region based curve evolution - Application to CTA coronary segmentation.
Comput. Methods Programs Biomed., 2017

Special issue: medical image understanding and analysis.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2017

Framework for detection and localization of coronary non-calcified plaques in cardiac CTA using mean radial profiles.
Comput. Biol. Medicine, 2017

Segmentation of Overlapping Macrophages Using Anglegram Analysis.
Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017

Topological Analysis of the Vasculature of Angiopoietin-Expressing Tumours Through Scale-Space Tracing.
Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017

Improved CTA Coronary Segmentation with a Volume-Specific Intensity Threshold.
Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017

2015
A Robust and Artifact Resistant Algorithm of Ultrawideband Imaging System for Breast Cancer Detection.
IEEE Trans. Biomed. Eng., 2015

Corrigendum to 'Homage to Professor Maria Petrou' [ Pattern Recognition Letters 48 (2014) 2-7].
Pattern Recognit. Lett., 2015

Whole cell tracking through the optimal control of geometric evolution laws.
J. Comput. Phys., 2015

Quantification of the Effects of Low Dose Radiation and its Impact on Cardiovascular Risks.
Proceedings of the Medical Image Understanding and Analysis, 2015

Automatic Segmentation of Centromeres, Foci and Delineation of Chromosomes.
Proceedings of the Medical Image Understanding and Analysis, 2015

Automatic segmentation of focal adhesions from mouse embryonic fibroblasts.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014
Analysis of Capillary-like Structures Formed by Endothelial Cells in a Novel Organotypic Assay Developed from Heart Tissue.
Proceedings of the Medical Image Understanding and Analysis, 2014

2012
Local affine texture tracking for serial registration of zebrafish images.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011
CAIMAN: An online algorithm repository for Cancer Image Analysis.
Comput. Methods Programs Biomed., 2011

An on-line chromatic and scale-space microvasculature-tracing analysis for transmitted light optical images.
Proceedings of the Medical Image Understanding and Analysis, 2011

2007
Volumetric Texture Segmentation by Discriminant Feature Selection and Multiresolution Classification.
IEEE Trans. Medical Imaging, 2007

2006
The Bhattacharyya space for feature selection and its application to texture segmentation.
Pattern Recognit., 2006

2004
Multiresolution volumetric texture segmentation.
PhD thesis, 2004

2003
Volumetric Texture Description and Discriminant Feature Selection for MRI.
Proceedings of the Information Processing in Medical Imaging, 2003

1999
A hybrid model based on dynamic programming, neural networks, and surrogate value for inventory optimisation applications.
J. Oper. Res. Soc., 1999

Telecommunications and Internet in the Future Society: Myths and Realities.
Proceedings of the Fourth IEEE Symposium on Computers and Communications (ISCC 1999), 1999


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