61
TITLE: Evaluation of Transfer Learning to Improve Arrhythmia Classification for a Small ECG Database
AUTHORS: Montenegro, Larissa; Peixoto, Hugo ; José Machado ;
PUBLISHED: 2022, SOURCE: 17th Ibero-American Conference on Artificial Intelligence (IBERAMIA) in ADVANCES IN ARTIFICIAL INTELLIGENCE-IBERAMIA 2022, VOLUME: 13788
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62
TITLE: Human-Assisted vs. Deep Learning Feature Extraction: An Evaluation of ECG Features Extraction Methods for Arrhythmia Classification Using Machine Learning
AUTHORS: Montenegro, Larissa; Abreu, Mariana; Fred, Ana; José Machado ;
PUBLISHED: 2022, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 12, ISSUE: 15
INDEXED IN: Scopus WOS CrossRef: 4
IN MY: ORCID
63
TITLE: Improving the Effectiveness of Heart Disease Diagnosis with Machine Learning
AUTHORS: Catarina Oliveira; Regina Sousa ; Peixoto, Hugo ; José Machado ;
PUBLISHED: 2022, SOURCE: 20th International Conference on Practical Applications of Agents and Multi-Agent Systems, PAAMS 2022 in Highlights in Practical Applications of Agents, Multi-Agent Systems, and Complex Systems Simulation. The PAAMS Collection - International Workshops of PAAMS 2022, L'Aquila, Italy, July 13-15, 2022, Proceedings, VOLUME: 1678
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64
TITLE: Machine Learning Applied to Health Information Exchange
AUTHORS: Miranda, F; Sousa, AR ; Duarte, J; Abelha, AC ; José Machado ;
PUBLISHED: 2022, SOURCE: International Journal of Reliable and Quality E-Healthcare, VOLUME: 11, ISSUE: 1
INDEXED IN: Scopus CrossRef: 1
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65
TITLE: Medical Recommendation System Based on Daily Clinical Reports: A Proposed NLP Approach for Emergency Departments
AUTHORS: Regina Sousa ; Daniela Oliveira; Dalila Durães; Cristiana Neto; José Machado ;
PUBLISHED: 2022, SOURCE: 42nd SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence in ARTIFICIAL INTELLIGENCE XXXIX, AI 2022, VOLUME: 13652
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66
TITLE: On Tuning the Particle Swarm Optimization for Solving the Traffic Light Problem
AUTHORS: Gonçalo O Silva; Ana Maria A C Rocha ; Gabriela R Witeck; António Silva; Dalila Durães; José Machado ;
PUBLISHED: 2022, SOURCE: 22nd International Conference on Computational Science and Its Applications , ICCSA 2022 in Computational Science and Its Applications - ICCSA 2022 Workshops - Malaga, Spain, July 4-7, 2022, Proceedings, Part II, VOLUME: 13378
INDEXED IN: Scopus DBLP CrossRef: 3
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67
TITLE: OpenEHR based bariatric surgery follow-up
AUTHORS: Ana Afonso; César Alvarez; Diana Ferreira; Daniela Oliveira; Peixoto, Hugo ; António Abelha ; José Machado ;
PUBLISHED: 2022, SOURCE: The 13th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2022) / The 12th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2022), Leuven, Belgium, October 26-28, 2022., VOLUME: 210, ISSUE: C
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68
TITLE: OpenEHR modelling applied to Complementary Diagnostics Requests
AUTHORS: Daniela Oliveira; Ana Santos; Diana Braga; Inês Silva; Regina Sousa ; António Abelha ; José Machado ;
PUBLISHED: 2022, SOURCE: The 13th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2022) / The 12th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2022), Leuven, Belgium, October 26-28, 2022., VOLUME: 210, ISSUE: C
INDEXED IN: Scopus DBLP CrossRef: 2 Unpaywall
IN MY: ORCID | DBLP
69
TITLE: Pervasive Monitoring System for Services and Servers in Healthcare Environment
AUTHORS: Carolina Marques; Vasco Ramos; Peixoto, Hugo ; José Machado ;
PUBLISHED: 2022, SOURCE: 13th International Conference on Ambient Systems, Networks and Technologies, ANT 2022 / 5th International Conference on Emerging Data and Industry 4.0, EDI40 2022 in The 13th International Conference on Ambient Systems, Networks and Technologies (ANT 2022) / The 5th International Conference on Emerging Data and Industry 4.0 (EDI40 2022) / Affiliated Workshops, March 22-25, 2022, Porto, Portugal, VOLUME: 201, ISSUE: C
INDEXED IN: Scopus DBLP CrossRef: 3
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70
TITLE: Predicting Diabetes Disease in the Female Adult Population, Using Data Mining
AUTHORS: Marques, Carolina; Ramos, Vasco; Peixoto, Hugo ; José Machado ;
PUBLISHED: 2022, SOURCE: 8th European-Alliance-for-Innovation (EAI) International Conference on IoT Technologies for Health Care (HealthyIoT) in IOT TECHNOLOGIES FOR HEALTH CARE, HEALTHYIOT 2021, VOLUME: 432
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