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Jose Sousa

Type: Person
First name: Jose
Last name: Sousa
Publications count: 16

Publications

Artificial Intelligence-Enabled Medicine Dispensing: From Concepts to Practice in the Community Pharmacy
Submitted Journal article

Authors: João Barata, Mateus Mendes, Ana Paula Melo Santos, Maria João Melo Neves, Kamil Wozniak, Anna Drozdz, Jose Sousa

Research groups: Computational Intelligence

Balancing Natural Language Processing Accuracy and Normalization in Extracting Medical Insights
Submitted Journal article

Authors: Paulina Tworek, Miłosz Bargieł, Yousef Khan, Tomasz Pełech-Pilichowski, Marek Mikołajczyk, Roman Lewandowski, Jose Sousa

Research groups: Computational Intelligence

From Black Box to Explainable AI: CACTUS as a Reliable Tool for Early Classification of Age-related Macular Degeneration
Submitted Journal article

Authors: Luca Gherardini, Imre Lengyel, Tunde Peto, Caroline C. W. Klaver, Magda A. Meester-Smoor, Johanna Maria Colijn, EYE-RISK Consortium, E3 Consortium, Jose Sousa

Research groups: Computational Intelligence

Improving Noise Robustness through Abstractions and its Impact on Machine Learning
Submitted Journal article

Authors: Alfredo Ibias, Karol Capała, Varun Varma, Anna Drozdz, Jose Sousa

Research groups: Computational Intelligence

Compositional Knowledge Graph for Clinical Decision Support in Pediatric Allergy Diagnostics
Printed Conference manuscript

Authors: Yousef Khan, Paulina Tworek, Luca Gherardini, Roman Lewandowski, Marek Mikołajczyk, Jose Sousa

Research groups: Computational Intelligence

Explainable AI for Allergy Diagnosis: A CACTUS Framework to Address Doctor Variability
Printed Conference manuscript

Authors: Luca Gherardini, Paulina Tworek, Maja Szczypka, Yousef Khan, Marek Mikołajczyk, Roman Lewandowski, Jose Sousa

Research groups: Computational Intelligence

Machine Learning-Based Decision Support for Allergy Diagnosis: Real-World Implementation in a Hospital Setting
Printed Conference manuscript

Authors: Paulina Tworek, Maja Szczypka, Julia Kahan, Marek Mikołajczyk, Roman Lewandowski, Jose Sousa

Research groups: Computational Intelligence

Patterns Beyond Labels: Clustering Allergy Diagnoses in Overlapping Clinical Profiles
Printed Conference manuscript

Authors: Maja Szczypka, Paulina Tworek, Julia Kahan, Marek Mikołajczyk, Roman Lewandowski, Jose Sousa

Research groups: Computational Intelligence

CACTUS: a Comprehensive Abstraction and Classification Tool for Uncovering Structures
Printed Journal article

Authors: Luca Gherardini, Varun Ravi Varma, Karol Capała, Roger Woords, Jose Sousa

Research groups: Computational Intelligence

Signature genes selection and functional analysis of Astrocytoma phenotypes: a comparative study
Printed Journal article

Authors: Anna Drozdz, Caitriona E. McInerney, Kevin M. Prise, Veronica J. Spence, Jose Sousa

Research groups: Computational Intelligence

Stability of Machine Learning Predictive Features under Limited Data
Printed Journal article

Authors: Karol Capała, Paulina Tworek, Jose Sousa

Research groups: Computational Intelligence

Stratifying risk of disease in haematuria patients using machine learning techniques to improve diagnostics
Printed Journal article

Authors: Anna Drozdz, Brian Duggan, Mark W. Ruddock, Cherith N. Reid, Mary Jo Kurth, Joanne Watt, Allister Irvine, John Lamont, Peter Fitzgerald, Declan O’Rourke, David Curry, Mark Evans, Ruth Boyd, Jose Sousa

Research groups: Computational Intelligence

Artificial intelligence for dementia—Applied models and digital health
Printed Journal article

Authors: Donald M. Lyall, Andrey Kormilitzin, Claire Lancaster, Jose Sousa, Fanny Petermann-Rocha, Christopher Buckley, Eric L. Harshfield, Matthew H. Iveson, Christopher R. Madan, Ríona McArdle, Danielle Newby, Vasiliki Orgeta, Eugene Tang, Stefano Tamburin, Lokendra S. Thakur, Ilianna Lourida, The Deep Dementia Phenotyping (DEMON) Network, David J. Llewellyn, Janice M. Ranson

Research groups: Computational Intelligence

SaNDA: a Small and iNcomplete Dataset Analyser
Printed Journal article

Authors: Alfredo Ibias, Varun Ravi Varma, Karol Capała, Luca Gherardini, Jose Sousa

Research groups: Computational Intelligence

AI & COVID-19
Printed Journal article

Authors: Davide Bacciu, Emanuela Girardi, Marco Maratea, Jose Sousa

Research groups: Computational Intelligence

COVID-19 Symptoms App Analysis to Foresee Healthcare Impacts: Evidence from Northern Ireland
Printed Journal article

Authors: Jose Sousa, Hugo C van Woerdend JoãoBarata, Frank Kee

Research groups: Computational Intelligence