Currently working as Auxiliar Researcher at Centro Algoritmi in the University of Minho. Invited Assistant Professor, teaching Knowledge Discovery, noSQL Databases, Database Administration and Electronic Health Records. Previously worked as Information Systems Director at Centro Hospitalar de Entre o Douro e Vouga E.P.E., also performed as Project Manager and IT Specialist at Centro Hospitalar do Tâmega e Sousa E.P.E. during the early days! Long-held interests in Machine Learning, Data Mining, eHealth, Medical Information Systems, interoperability and integration in healthcare domain.

Interests

Research:
Interoperability | Electronic Health Records | Multi-agent Systems | Knowledge Representation | Business Intelligence | Knowledge Extraction | Decision Support Systems | CRISP-DM | Data Mining


Databases:
mySQL | Oracle | MongoDB | neo4j


Languages:
PHP | python | Javascript | .Net | Visual Basic | R


Others:
RapidMiner | Mirthconnect | Docker | Bootstrap | git | Joomla | WordPress

Lastest publications

Journals

  1. Rui Miranda, Carlos Alves, Regina Sousa, António Chaves, Larissa Montenegro, Hugo Peixoto, Ricardo Machadom António Abelha, Paulo Novais, José Machado (2024). Revolutionising the Quality of Life: The Role of Real-Time Sensing in Smart Cities. Electronics, 13, MDPI.

  2. Fábio Gonçalves, Gonçalo O. Silva, Alexandre Santos, Ana Maria A. C. Rocha, Hugo Peixoto, Dalila Durães, José Machado (2023). Urban Traffic Simulation Using Mobility Patterns Synthesized from Real Sensors. Electronics, 12, MDPI.

  3. Claúdia Brito, Marisa Esteves, Hugo Peixoto, António Abelha and José Machado (2022). A Data Mining Approach to Classify Serum Creatinine Values in Patients Undergoing Continuous Ambulatory Peritoneal Dialysis. Wireless Networks, jornal n. 11276, Springer US.

Book chapters

  1. Diogo Peixoto, Mariana Faria, Rui Macedo, Hugo Peixoto, João Lopes, Agostinho Barbosa, Tiago Guimarães and Manuel Santos (2022). Determining Internal Medicine Length of Stay by means of Predictive Analytics. 13566, .

  2. Carolina Marques, Vasco Ramos, Hugo Peixoto and José Machado (2022). Pervasive Monitoring System for Services and Servers in Healthcare Environment. Procedia Computer Science vol. 201C, .

  3. Ana Duarte, Hugo Peixoto and José Machado (2022). A Comparative Study of Data Mining Techniques applied to Renal-Cell Carcinomas. 432, Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering .

Conf. Papers

  1. Lídia Sousa, Rui Silva, Hugo Peixoto, Pedro Melo-Pinto, André Costa, César Melo, Pedro Delgado, Vitor Fukuda and José Machado (2024). Enhancing Automotive Products with TinyML and MEMS Sensors: A Preliminary Approach.

  2. Rita Sousa, Carlos Esteves, António Abelha, Hugo Peixoto (2024). Streamlining Healthcare Quality Management with an Web Audit Platform.

  3. Regina Sousa, Madalena Passos, Mariana Almeida, Mariana Ribeiro, Hugo Peixoto (2024). Harnessing Data Mining to Predict Survival Outcomes in Patients with Hepatic Cirrhosis.

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