Constantino Carlos Reyes-Aldasoro

Affiliations

Department of Electrical Engineering, City, University of London, London, United Kingdom.

ORCID: 0000-0002-9466-2018

Publications (20)

Predicting survival from colorectal cancer histology slides using deep learning: A retrospective multicenter study.

PLoS medicine

Avec: Jakob Nikolas Kather , Johannes Krisam , Pornpimol Charoentong , Tom Luedde , Esther Herpel , Cleo-Aron Weis , Timo Gaiser , Alexander Marx , Nektarios A Valous , Dyke Ferber , Lina Jansen , Constantino Carlos Reyes-Aldasoro , Inka Zörnig , Dirk Jäger , Hermann Brenner , Jenny Chang-Claude , Michael Hoffmeister , Niels Halama

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

Sensors (Basel, Switzerland)

Avec: Ananda Ananda , Kwun Ho Ngan , Cefa Karabağ , Aram Ter-Sarkisov , Eduardo Alonso , Constantino Carlos Reyes-Aldasoro

Non-calcified plaque-based coronary stenosis grading in contrast enhanced CT.

Medical engineering & physics

Avec: Muhammad Moazzam Jawaid , Sanam Narejo , Farhan Riaz , Constantino Carlos Reyes-Aldasoro , Greg Slabaugh , James Brown

Insights from EEG analysis of evoked memory recalls using deep learning for emotion charting.

Scientific reports

Avec: Muhammad Najam Dar , Muhammad Usman Akram , Ahmad Rauf Subhani , Sajid Gul Khawaja , Constantino Carlos Reyes-Aldasoro , Sarah Gul

Cell Tracking Profiler - a user-driven analysis framework for evaluating 4D live-cell imaging data.

Journal of cell science

Avec: Claire Mitchell , Lauryanne Caroff , Jose Alonso Solis-Lemus , Constantino Carlos Reyes-Aldasoro , Alessandra Vigilante , Fiona Warburton , Fabrice de Chaumont , Alexandre Dufour , Stephane Dallongeville , Jean-Christophe Olivo-Marin , Robert Knight

Visualisation and Analysis of Speech Production with Electropalatography.

Journal of imaging

Avec: Jo Verhoeven , Naomi Rachel Miller , Luc Daems , 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.

Journal of imaging

Avec: Azucena Ascencio-Cabral , 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.

Journal of imaging

Avec: Cefa Karabağ , Mauricio Alberto Ortega-Ruíz , Constantino Carlos Reyes-Aldasoro

β-glucan-dependent shuttling of conidia from neutrophils to macrophages occurs during fungal infection establishment.

PLoS biology

Avec: Vahid Pazhakh , Felix Ellett , Ben A Croker , Joanne A O'Donnell , Luke Pase , Keith E Schulze , R Stefan Greulich , Aakash Gupta , Constantino Carlos Reyes-Aldasoro , Alex Andrianopoulos , Graham J Lieschke

Experimental Assessment of Color Deconvolution and Color Normalization for Automated Classification of Histology Images Stained with Hematoxylin and Eosin.

Cancers

Avec: Francesco Bianconi , Jakob N Kather , Constantino Carlos Reyes-Aldasoro

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

Sensors (Basel, Switzerland)

Avec: Rabeea Jaffari , Manzoor Ahmed Hashmani , Constantino Carlos Reyes-Aldasoro

Morphological Estimation of Cellularity on Neo-Adjuvant Treated Breast Cancer Histological Images.

Journal of imaging

Avec: Mauricio Alberto Ortega-Ruiz , Cefa Karabağ , Victor García Garduño , Constantino Carlos Reyes-Aldasoro

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

Journal of imaging

Avec: Cefa Karabağ , Martin L Jones , Christopher J Peddie , Anne E Weston , Lucy M Collinson , Constantino Carlos Reyes-Aldasoro

Macrosight: A Novel Framework to Analyze the Shape and Movement of Interacting Macrophages Using Matlab

Journal of imaging

Avec: José Alonso Solís-Lemus , Brian Stramer , Greg Slabaugh , Constantino Carlos Reyes-Aldasoro

Volumetric Semantic Instance Segmentation of the Plasma Membrane of HeLa Cells.

Journal of imaging

Avec: Cefa Karabağ , Martin L Jones , Constantino Carlos Reyes-Aldasoro

Prophase-Specific Perinuclear Actin Coordinates Centrosome Separation and Positioning to Ensure Accurate Chromosome Segregation.

Cell reports

Avec: Tom Stiff , Fabio R Echegaray-Iturra , Harry J Pink , Alex Herbert , Constantino Carlos Reyes-Aldasoro , Helfrid Hochegger

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

Journal of imaging

Avec: José Alonso Solís-Lemus , Besaiz J Sánchez-Sánchez , Stefania Marcotti , Mubarik Burki , Brian Stramer , Constantino Carlos Reyes-Aldasoro

Semantic segmentation of HeLa cells: An objective comparison between one traditional algorithm and four deep-learning architectures.

PloS one

Avec: Cefa Karabağ , Martin L Jones , Christopher J Peddie , Anne E Weston , Lucy M Collinson , Constantino Carlos Reyes-Aldasoro

Geometric semi-automatic analysis of radiographs of Colles' fractures.

PloS one

Avec: Constantino Carlos Reyes-Aldasoro , Kwun Ho Ngan , Ananda Ananda , Artur d'Avila Garcez , Andrew Appelboam , Karen M Knapp

Modelling the Tumour Microenvironment, but What Exactly Do We Mean by "Model"?

Cancers

Avec: Constantino Carlos Reyes-Aldasoro

Réseau de co-auteurs

Cefa Karabağ 6 collaborations

Martin L Jones 3 collaborations

Ananda Ananda 2 collaborations

Kwun Ho Ngan 2 collaborations

Greg Slabaugh 2 collaborations

Christopher J Peddie 2 collaborations

Anne E Weston 2 collaborations

Lucy M Collinson 2 collaborations

José Alonso Solís-Lemus 2 collaborations

Brian Stramer 2 collaborations

Jakob Nikolas Kather 1 collaboration

Johannes Krisam 1 collaboration

Pornpimol Charoentong 1 collaboration

Tom Luedde 1 collaboration

Esther Herpel 1 collaboration

Cleo-Aron Weis 1 collaboration

Timo Gaiser 1 collaboration

Alexander Marx 1 collaboration

Nektarios A Valous 1 collaboration

Dyke Ferber 1 collaboration

Lina Jansen 1 collaboration

Inka Zörnig 1 collaboration

Dirk Jäger 1 collaboration

Hermann Brenner 1 collaboration

Jenny Chang-Claude 1 collaboration

Michael Hoffmeister 1 collaboration

Niels Halama 1 collaboration

Aram Ter-Sarkisov 1 collaboration

Eduardo Alonso 1 collaboration

Muhammad Moazzam Jawaid 1 collaboration

Sanam Narejo 1 collaboration

Farhan Riaz 1 collaboration

James Brown 1 collaboration

Muhammad Najam Dar 1 collaboration

Muhammad Usman Akram 1 collaboration

Ahmad Rauf Subhani 1 collaboration

Sajid Gul Khawaja 1 collaboration

Sarah Gul 1 collaboration

Claire Mitchell 1 collaboration

Lauryanne Caroff 1 collaboration

Jose Alonso Solis-Lemus 1 collaboration

Alessandra Vigilante 1 collaboration

Fiona Warburton 1 collaboration

Fabrice de Chaumont 1 collaboration

Alexandre Dufour 1 collaboration

Stephane Dallongeville 1 collaboration

Jean-Christophe Olivo-Marin 1 collaboration

Robert Knight 1 collaboration

Jo Verhoeven 1 collaboration

Naomi Rachel Miller 1 collaboration

Luc Daems 1 collaboration

Azucena Ascencio-Cabral 1 collaboration

Mauricio Alberto Ortega-Ruíz 1 collaboration

Vahid Pazhakh 1 collaboration

Felix Ellett 1 collaboration

Ben A Croker 1 collaboration

Joanne A O'Donnell 1 collaboration

Luke Pase 1 collaboration

Keith E Schulze 1 collaboration

R Stefan Greulich 1 collaboration

Aakash Gupta 1 collaboration

Alex Andrianopoulos 1 collaboration

Graham J Lieschke 1 collaboration

Francesco Bianconi 1 collaboration

Jakob N Kather 1 collaboration

Rabeea Jaffari 1 collaboration

Manzoor Ahmed Hashmani 1 collaboration

Mauricio Alberto Ortega-Ruiz 1 collaboration

Victor García Garduño 1 collaboration

Tom Stiff 1 collaboration

Fabio R Echegaray-Iturra 1 collaboration

Harry J Pink 1 collaboration

Alex Herbert 1 collaboration

Helfrid Hochegger 1 collaboration

Besaiz J Sánchez-Sánchez 1 collaboration

Stefania Marcotti 1 collaboration

Mubarik Burki 1 collaboration

Artur d'Avila Garcez 1 collaboration

Andrew Appelboam 1 collaboration

Karen M Knapp 1 collaboration