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Sousa, Jose

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

Publications

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

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

Research groups: Computational Intelligence

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

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

Research groups: Computational Intelligence

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

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

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

Research groups: Computational Intelligence

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

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

Research groups: Computational Intelligence

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

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

Research groups: Computational Intelligence

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

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

Research groups: Computational Intelligence

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

Authors: Capała, Karol; Tworek, Paulina; Sousa, Jose

Research groups: Computational Intelligence

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

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

Research groups: Computational Intelligence

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

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

Research groups: Computational Intelligence

AI & COVID-19
Printed Journal article

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

Research groups: Computational Intelligence

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

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

Research groups: Computational Intelligence

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

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

Research groups: Computational Intelligence

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

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

Research groups: Computational Intelligence

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

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

Research groups: Computational Intelligence

SaNDA: a Small and iNcomplete Dataset Analyser
Printed Journal article

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

Research groups: Computational Intelligence