Constantino Carlos Reyes-Aldasoro

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 40

Top Venues

University of Warwick, Coventry, UK (PHD)

Education History

University of Warwick, Coventry, UK

PHD

Publications

Ilyas Aden, Christopher H. T. Child, Constantino Carlos Reyes-Aldasoro
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. 8 (5) (2024)
Lavdie Rada, Inass Azzawi, Preet Kumar, Carlos Brito-Loeza, Cefa Karabag, Constantino Carlos Reyes-Aldasoro
Image Processing and Machine Learning Techniques for Chagas Disease Detection and Identification. MIUA (1) (2024)
Mauricio Alberto Ortega-Ruiz, Cefa Karabag, Edgar Roman-Rangel, Constantino Carlos Reyes-Aldasoro
DRD-UNet, a UNet-Like Architecture for Multi-Class Breast Cancer Semantic Segmentation. IEEE Access 12 (2024)
Cefa Karabag, Mauricio Alberto Ortega-Ruiz, Constantino Carlos Reyes-Aldasoro
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 9 (3) (2023)
Mathuranthagaa Selvarathnam, Roshan G. Ragel, Constantino Carlos Reyes-Aldasoro, Muttukrishnan Rajarajan
Privacy vs Utility analysis when applying Differential Privacy on Machine Learning Classifiers. WiMob (2023)
Adam White, Kwun Ho Ngan, James Phelan, Kevin Ryan, Saman Sadeghi Afgeh, Constantino Carlos Reyes-Aldasoro, Artur S. d'Avila Garcez
Contrastive counterfactual visual explanations with overdetermination. Mach. Learn. 112 (9) (2023)
Rabeea Jaffari, Manzoor Ahmed Hashmani, Constantino Carlos Reyes-Aldasoro, Aisha Zahid Junejo, Hasmi Taib, Mohd Nasir Abdullah
PLPose: An efficient framework for detecting power lines via key points-based pose estimation. J. King Saud Univ. Comput. Inf. Sci. 35 (7) (2023)
Riad Ibadulla, Thomas M. Chen, Constantino Carlos Reyes-Aldasoro
FatNet: High Resolution Kernels for Classification Using Fully Convolutional Optical Neural Networks. CoRR (2022)
Azucena Ascencio-Cabral, Constantino Carlos Reyes-Aldasoro
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 8 (9) (2022)
Youssef Arafat, Constantino Carlos Reyes-Aldasoro
Computational Image Analysis Techniques, Programming Languages and Software Platforms Used in Cancer Research: A Scoping Review. MIUA (2022)
Adam White, Kwun Ho Ngan, James Phelan, Saman Sadeghi Afgeh, Kevin Ryan, Constantino Carlos Reyes-Aldasoro, Artur d'Avila Garcez
Contrastive Counterfactual Visual Explanations With Overdetermination. CoRR (2021)
Anant Madabhushi, Constantino Carlos Reyes-Aldasoro
Special issue on computational pathology: An overview. Medical Image Anal. 73 (2021)
Cefa Karabag, Martin L. Jones, Constantino Carlos Reyes-Aldasoro
Volumetric Semantic Instance Segmentation of the Plasma Membrane of HeLa Cells. J. Imaging 7 (6) (2021)
Ananda Ananda, Kwun Ho Ngan, Cefa Karabag, Aram Ter-Sarkisov, Eduardo Alonso, Constantino Carlos Reyes-Aldasoro
Classification and Visualisation of Normal and Abnormal Radiographs; A Comparison between Eleven Convolutional Neural Network Architectures. Sensors 21 (16) (2021)
Rabeea Jaffari, Manzoor Ahmed Hashmani, Constantino Carlos Reyes-Aldasoro
A Novel Focal Phi Loss for Power Line Segmentation with Auxiliary Classifier U-Net. Sensors 21 (8) (2021)
Elena D'Amato, Constantino Carlos Reyes-Aldasoro, Maria Felicia Faienza, Marcella Zollino
Detection of Pitt-Hopkins Syndrome based on morphological facial features. CoRR (2020)
Kwun Ho Ngan, Artur d'Avila Garcez, Karen M. Knapp, Andy Appelboam, Constantino Carlos Reyes-Aldasoro
A Machine Learning Approach for Colles' Fracture Treatment Diagnosis. MIUA (2020)
José Alonso Solís-Lemus, Besaiz J. Sánchez-Sánchez, Stefania Marcotti, Mubarik Burki, Brian Stramer, Constantino Carlos Reyes-Aldasoro
Comparative Study of Contact Repulsion in Control and Mutant Macrophages Using a Novel Interaction Detection. J. Imaging 6 (5) (2020)
Ajna Ram, Constantino Carlos Reyes-Aldasoro
The relationship between Fully Connected Layers and number of classes for the analysis of retinal images. CoRR (2020)
Mauricio Alberto Ortega-Ruiz, Cefa Karabag, Victor García Garduño, Constantino Carlos Reyes-Aldasoro
Morphological Estimation of Cellularity on Neo-Adjuvant Treated Breast Cancer Histological Images. J. Imaging 6 (10) (2020)
José Alonso Solís-Lemus, Besaid J. Sánchez-Sánchez, Stefania Marcotti, Mubarik Burki, Brian Stramer, Constantino Carlos Reyes-Aldasoro
Comparison of Interactions Between Control and Mutant Macrophages. MIUA (2019)
Cefa Karabag, Martin L. Jones, Christopher J. Peddie, Anne E. Weston, Lucy M. Collinson, Constantino Carlos Reyes-Aldasoro
Segmentation And Modelling of Helanuclear Envelope. ISBI (2019)
José Alonso Solís-Lemus, Brian Stramer, Greg G. Slabaugh, Constantino Carlos Reyes-Aldasoro
. J. Imaging 5 (1) (2019)
Jo Verhoeven, Naomi Rachel Miller, Luc Daems, Constantino Carlos Reyes-Aldasoro
Visualisation and Analysis of Speech Production with Electropalatography. J. Imaging 5 (3) (2019)
Cefa Karabag, Martin L. Jones, Christopher J. Peddie, Anne E. Weston, Lucy M. Collinson, Constantino Carlos Reyes-Aldasoro
Segmentation and Modelling of the Nuclear Envelope of HeLa Cells Imaged with Serial Block Face Scanning Electron Microscopy. J. Imaging 5 (9) (2019)
Francesco Bianconi, Jakob N. Kather, Constantino Carlos Reyes-Aldasoro
Evaluation of Colour Pre-processing on Patch-Based Classification of H&E-Stained Images. ECDP (2019)
Jo Verhoeven, Naomi Rachel Miller, Constantino Carlos Reyes-Aldasoro
Analysis of the Symmetry of Electrodes for Electropalatography with Cone Beam CT Scanning. MIUA (2018)
José Alonso Solís-Lemus, Brian Stramer, Greg G. Slabaugh, Constantino Carlos Reyes-Aldasoro
Shape analysis and tracking of migrating macrophages. ISBI (2018)
Nathan J. Olliverre, Guang Yang, Gregory G. Slabaugh, Constantino Carlos Reyes-Aldasoro, Eduardo Alonso
Generating Magnetic Resonance Spectroscopy Imaging Data of Brain Tumours from Linear, Non-Linear and Deep Learning Models. CoRR (2018)
Nathan Olliverre, Guang Yang, Gregory G. Slabaugh, Constantino Carlos Reyes-Aldasoro, Eduardo Alonso
Generating Magnetic Resonance Spectroscopy Imaging Data of Brain Tumours from Linear, Non-linear and Deep Learning Models. SASHIMI@MICCAI (2018)
Cefa Karabag, Martin L. Jones, Christopher J. Peddie, Anne E. Weston, Lucy M. Collinson, Constantino Carlos Reyes-Aldasoro
Automated Segmentation of HeLa Nuclear Envelope from Electron Microscopy Images. MIUA (2018)
José Alonso Solís-Lemus, Brian Stramer, Greg G. Slabaugh, Constantino Carlos Reyes-Aldasoro
Analysis of the Interactions of Migrating Macrophages. MIUA (2018)
Stephanos Leandrou, Ioannis Mamais, Styliani Petroudi, Panayiotis A. Kyriacou, Constantino Carlos Reyes-Aldasoro, Constantinos S. Pattichis
Hippocampal and entorhinal cortex volume changes in Alzheimer's disease patients and mild cognitive impairment subjects. BHI (2018)
José Alonso Solís-Lemus, Brian Stramer, Gregory G. Slabaugh, Constantino Carlos Reyes-Aldasoro
Analysis. J. Imaging 4 (1) (2018)
Constantino Carlos Reyes-Aldasoro, Gregory G. Slabaugh
Special issue: medical image understanding and analysis. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 5 (5) (2017)
Muhammad Moazzam Jawaid, Ronak Rajani, Panos Liatsis, Constantino Carlos Reyes-Aldasoro, Gregory G. Slabaugh
A hybrid energy model for region based curve evolution - Application to CTA coronary segmentation. Comput. Methods Programs Biomed. 144 (2017)
Constantino Carlos Reyes-Aldasoro, Meit A. Bjorndahl, Chryso Kanthou, Gillian M. Tozer
Topological Analysis of the Vasculature of Angiopoietin-Expressing Tumours Through Scale-Space Tracing. MIUA (2017)
José Alonso Solís-Lemus, Brian Stramer, Greg G. Slabaugh, Constantino Carlos Reyes-Aldasoro
Segmentation of Overlapping Macrophages Using Anglegram Analysis. MIUA (2017)
Muhammad Moazzam Jawaid, Ronak Rajani, Panos Liatsis, Constantino Carlos Reyes-Aldasoro, Greg G. Slabaugh
Improved CTA Coronary Segmentation with a Volume-Specific Intensity Threshold. MIUA (2017)
Muhammad Moazzam Jawaid, Atif Riaz, Ronak Rajani, Constantino Carlos Reyes-Aldasoro, Gregory G. Slabaugh
Framework for detection and localization of coronary non-calcified plaques in cardiac CTA using mean radial profiles. Comput. Biol. Medicine 89 (2017)
Eva Hoffmann, Constantino Carlos Reyes-Aldasoro
Automatic Segmentation of Centromeres, Foci and Delineation of Chromosomes. MIUA (2015)
Konstantinos N. Blazakis, Anotida Madzvamuse, Constantino Carlos Reyes-Aldasoro, Vanessa Styles, Chandrasekhar Venkataraman
Whole cell tracking through the optimal control of geometric evolution laws. J. Comput. Phys. 297 (2015)
Xavier Lladó, Atsushi Imiya, David Mason, Constantino Carlos Reyes-Aldasoro, Kazuaki Aoki, Mineichi Kudo, Yu-Jin Zhang, Vasileios Argyriou
Corrigendum to 'Homage to Professor Maria Petrou' [ Pattern Recognition Letters 48 (2014) 2-7]. Pattern Recognit. Lett. 54 (2015)
Tengfei Yin, Falah H. Ali, Constantino Carlos Reyes-Aldasoro
A Robust and Artifact Resistant Algorithm of Ultrawideband Imaging System for Breast Cancer Detection. IEEE Trans. Biomed. Eng. 62 (6) (2015)
Constantino Carlos Reyes-Aldasoro, Muruj Barri, Majid Hafezparast
Automatic segmentation of focal adhesions from mouse embryonic fibroblasts. ISBI (2015)
Atif S. Mian, Constantino Carlos Reyes-Aldasoro
Quantification of the Effects of Low Dose Radiation and its Impact on Cardiovascular Risks. MIUA (2015)
Simon Bowyer, Chryso Kanthou, Constantino Carlos Reyes-Aldasoro
Analysis of Capillary-like Structures Formed by Endothelial Cells in a Novel Organotypic Assay Developed from Heart Tissue. MIUA (2014)
Abhir Bhalerao, Luke Pase, Graham J. Lieschke, Stephen A. Renshaw, Constantino Carlos Reyes-Aldasoro
Local affine texture tracking for serial registration of zebrafish images. ISBI (2012)
Constantino Carlos Reyes-Aldasoro, Meit A. Bjorndahl, Simon Akerman, Jamila Ibrahim, Gillian M. Tozer
An on-line chromatic and scale-space microvasculature-tracing analysis for transmitted light optical images. MIUA (2011)
Constantino Carlos Reyes-Aldasoro, Michael K. Griffiths, Deniz Savas, Gillian M. Tozer
CAIMAN: An online algorithm repository for Cancer Image Analysis. Comput. Methods Programs Biomed. 103 (2) (2011)
Constantino Carlos Reyes-Aldasoro, Abhir Bhalerao
Volumetric Texture Segmentation by Discriminant Feature Selection and Multiresolution Classification. IEEE Trans. Medical Imaging 26 (1) (2007)
Constantino Carlos Reyes-Aldasoro, Abhir Bhalerao
The Bhattacharyya space for feature selection and its application to texture segmentation. Pattern Recognit. 39 (5) (2006)
Abhir Bhalerao, Constantino Carlos Reyes-Aldasoro
Volumetric Texture Description and Discriminant Feature Selection for MRI. EUROCAST (2003)
Constantino Carlos Reyes-Aldasoro, Abhir Bhalerao
Volumetric Texture Description and Discriminant Feature Selection for MRI. IPMI (2003)
Constantino Carlos Reyes-Aldasoro, Auroop R. Ganguly, G. Lemus, Amar Gupta
A hybrid model based on dynamic programming, neural networks, and surrogate value for inventory optimisation applications. J. Oper. Res. Soc. 50 (1) (1999)
Constantino Carlos Reyes-Aldasoro, Federico Kuhlmann
Telecommunications and Internet in the Future Society: Myths and Realities. ISCC (1999)

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Publication Activity (10 Years)

Top Topics

Top Venues

Constantino Carlos Reyes-Aldasoro