Total: 64 (46) Scopus     (22) ISI     (22) DBLP

Journals

  1. 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. jornal n. 11276, (pp 1-9), Springer US. scopus (Q2) Nº de citações: 5

  2. Hugo Peixoto, Vasco Ramos, Carolina Marques and José Machado (2022). Predicting Diabetes Disease for healthy smart cities. 6(18), (pp ), MDPI. scopus

  3. Hugo Peixoto, Lara Silva, Tiago Jesus, Vitor Neves Lopes, António Abelha (2020). Death and morbidity prediction using data mining in perforated peptic ulcers. Volume 9, Issue 1, IGI Global. scopus

  4. Cristiana Neto,Maria Brito, Vítor Lopes, Hugo Peixoto, António Abelha and José Machado (2019). Application of Data Mining for the Prediction of Mortality and Occurrence of Complications for Gastric Cancer Patients. 21, MDPI AG. scopus isiwebofknowledge (Q2) Nº de citações: 19

  5. Rita Reis, Hugo Peixoto, José Machado and António Abelha (2017). Machine Learning in Nutritional Follow-up Research. vol. 7 issue 1, (pp 41-45), de Gruyter. scopus isiwebofknowledge dblp (Q3) Nº de citações: 5

  6. Joana Pereira, Hugo Peixoto, José Machado and António Abelha (2017). A Data Mining Approach for Cardiovascular Diagnosis. vol. 7 issue 1, (pp 36-40), de Gruyter. scopus isiwebofknowledge dblp (Q3) Nº de citações: 4

  7. Ana Leite, Ana Rodrigues, Manuela Cruz, Hugo Peixoto, José Machado and António Abelha (2017). Evaluating the Prophylaxis of the Risk of Deep Vein Thrombosis Using Business Intelligence. Vol. 8:284, OMICS International.

  8. André Dias, João Fernandes, Rui Monteiro, Hugo Peixoto, José Machado and António Abelha (2017). The Future of Records in Anesthesia: Development of an Anesthesia Data Warehouse. Vol. 2 N.4:61, iMedPub Journals.

  9. Hugo Peixoto, António Abelha, Manuel Santos and José Machado (2013). A Preventive Action Management Platform in Healthcare Information Systems. vol. 2(3), IGI Global. scopus isiwebofknowledge

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, (pp 171–182), Springer, Cham. (Q2) Nº de citações: 0

  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, (pp 720-725), Elsevier. scopus isiwebofknowledge dblp

  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 (pp 53-62), Springer International Publishing. scopus (Q4)

  4. Carolina Marques, Vasco Ramos, Hugo Peixoto and José Machado (2022). Predicting Diabetes Disease in the Female Adult Population, Using Data Mining. 432, Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (pp 63-73), Springer International Publishing. scopus (Q4)

  5. António Castanheira, Hugo Peixoto and José Machado (2021). Overcoming Challenges in Healthcare Interoperability Regulatory Compliance. 1239, Advances in Intelligent Systems and Computing (pp 44-53), Springer. scopus (Q3)

  6. Diana Costa, Carlos Pereira, Hugo Peixoto and José Machado (2020). Anticipating Maintenance in Telecom Installation Processes. 12490, Lecture Notes in Computer Science (LNCS) (pp 322-334), Springer International Publishing. (Q2)

  7. Vitor Peixoto, Hugo Peixoto and José Machado (2020). Integrating a Data Mining Engine into Recommender Systems. 12490, Lecture Notes in Computer Science (LNCS) (pp 209-220), Springer International Publishing. (Q2)

  8. Gil Cunha, Hugo Peixoto and José Machado (2020). Improving Performance of Recommendation System Architecture. 12490, Lecture Notes in Computer Science (LNCS) (pp 495-506), Springer International Publishing. (Q2)

  9. Hugo Peixoto, Alexandra Francisco, Ana Duarte, Márcia Esteves, Sara Oliveira, Vítor Lopes, António Abelha, and José Machado (2019). Predicting Postoperative Complications for Gastric Cancer Patients Using Data Mining. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (LNICST), vol. 273, Intelligent Technologies for Interactive Entertainment (pp 37-46), Springer, Cham. scopus dblp (Q4)

  10. Patricia Loreto, Hugo Peixoto, António Abelha and José Machado (2019). Predicting Low Birth Weight Babies Through Data Mining. Advances in Intelligent Systems and Computing vol. 932, New Knowledge in Information Systems and Technologies (pp 567-577), Springer, Cham. scopus dblp (Q3)

  11. Manuela Cruz, Marisa Esteves, Hugo Peixoto, António Abelha and José Machado (2019). Application of Data Mining for the Prediction of Prophylactic Measures in Patients at Risk of Deep Vein Thrombosis. Advances in Intelligent Systems and Computing vol. 932, New Knowledge in Information Systems and Technologies (pp 557-567), Springer, Cham. scopus dblp (Q3)

  12. Hugo Peixoto, Lara Correia e Silva, Soraia Pereira, Tiago Jesus, Vítor Lopes, António Abelha e José Machado (2019). Predicting Death and Morbidity in Perforated Peptic Ulcer. Advances in Intelligent Systems and Computing vol. 918, Information Technology and Systems (pp 569-579), Springer, Cham. scopus dblp (Q3)

  13. José Machado, Ana Catarina Cardoso, Inês Gomes, Inês Silva, Vítor Lopes, Hugo Peixoto and António Abelha (2019). Predicting the Length of Hospital Stay After Surgery for Perforated Peptic Ulcer. Advances in Intelligent Systems and Computing vol. 918, Information Technology and Systems (pp 569-579), Springer, Cham. scopus dblp (Q3)

  14. Rita Reis, Ana Mendonça, Diana Ferreira, Hugo Peixoto and Jose Machado (2019). Business intelligence for nutrition therapy. Healthcare Policy and Reform: Concepts, Methodologies, Tools, and Applications (pp 459-474), IGI Global. scopus Nº de citações: 1

  15. Patrícia Loreto, Jorge Braga, Hugo Peixoto, José Machado and António Abelha (2018). Step Towards Progressive Web Development in Obstetrics. Procedia Computer Science vol. 141, (pp 525-530), Elsevier. scopus isiwebofknowledge dblp

  16. Cristiana Neto, Inês Dias, Maria Santos, Hugo Peixoto and José Machado (2019). Applied Business Intelligence in Surgery Waiting Lists Management. vol. 3, Healthcare Policy and Reform: Concepts, Methodologies, Tools, and Applications (pp 1580-1594), IGI Global. scopus Nº de citações: 2

  17. Cristiana Silva, Daniela Oliveira, Hugo Peixoto, António Abelha and José Machado (2018). Data Mining for Prediction of Length of Stay of Cardiovascular Accident Inpatients. vol. 858, Digital Transformation and Global Society, Communications in Computer and Information Science (CICIS) (pp 516-527), Springer, Cham. scopus (Q3)

  18. Mariana Rodrigues, Hugo Peixoto, Marisa Esteves, José Machado and António Abelha (2017). Understanding Stroke in Dialysis and Chronic Kidney Disease. Procedia Computer Science vol. 113, (pp 591-596), Elsevier. scopus isiwebofknowledge dblp Nº de citações: 6

  19. Ana Morais, Hugo Peixoto, Cecília Coimbra, António Abelha and José Machado (2017). Predicting the need of Neonatal Resuscitation using Data Mining. Procedia Computer Science vol. 113, (pp 571-576), Elsevier. scopus isiwebofknowledge dblp Nº de citações: 6

  20. Francisca Fonseca, Hugo Peixoto, Filipe Miranda, José Machado and António Abelha (2017). Step Towards Prediction of Perineal Tear. Procedia Computer Science vol. 113, (pp 565-570), Elsevier. scopus dblp Nº de citações: 4

  21. Rita Reis, Ana Mendonça, Diana Ferreira, Hugo Peixoto and José Machado (2017). Business Intelligence for Nutrition Therapy. Next-Generation Mobile and Pervasive Healthcare Solutions (pp 203-218), IGI Global.

  22. Cristiana Neto, Inês Dias, Maria Santos, Hugo Peixoto and José Machado (2017). Applied Business Intelligence in Surgery Waiting Lists Management. Next-Generation Mobile and Pervasive Healthcare Solutions (pp 171-185), IGI Global.

  23. Hugo Peixoto, Andréa Domingues and Bruno Fernandes (2016). Steps towards interoperability in healthcare environment. Applying Business Intelligence to Clinical and Healthcare Organizations (pp 23), IGI Global. scopus Nº de citações: 10

  24. Hugo Peixoto, Júlio Duarte, António Abelha, Manuel Santos and José Machado (2012). ScheduleIT – Open-Source Preventive Actions Management Plataform in Healthcare Information Systems. Procedia Technology, vol. 5, 4th Conference of ENTERprise Information Systems – aligning technology, organizations and people (CENTERIS 2012) (pp 734-742), Elsevier. isiwebofknowledge

  25. Hugo Peixoto, Manuel Santos, António Abelha and José Machado (2012). Intelligence in Interoperability with AIDA. Lecture Notes in Computer Science (LNCS), vol. 7661, Foundations of Intelligent Systems (pp 264-273), Springer, Berlin, Heidelberg. scopus isiwebofknowledge dblp (Q2) Nº de citações: 37

  26. Miguel Miranda, Gabriel Pontes, Pedro Gonçalves, Hugo Peixoto, Manuel Santos, António Abelha, José Machado (2010). Modelling Intelligent Behaviours in Multi-agent Based HL7 Services. Studies in Computational Intelligence (SCI), vol. 317, Computer and Information Science 2010 (pp 95-106), Springer, Berlin, Heidelberg. scopus isiwebofknowledge dblp (Q4) Nº de citações: 17

  27. Hugo Peixoto, José Machado, José Neves and António Abelha (2010). Semantic Interoperability and Health Records. IFIP Advances in Information and Communication Technology (IFIPAICT), vol. 335, E-Health (pp 236-237), Springer, Berlin, Heidelberg. scopus isiwebofknowledge dblp (Q3) Nº de citações: 13

Conference Papers

  1. Ana Afonso, César Alvaréz, Diana Ferreira, Daniela Oliveira, Hugo Peixoto, António Abelha and José Machado (2022). OpenEHR based bariatric surgery follow-up. , 12th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH 2022) (pp ), . Nº de citações: 0

  2. Larissa Montenegro, Hugo Peixoto and José Machado (2022). Evaluation of Transfer Learning to improve Arrhythmia Classification for a small ECG Database. , (pp ), . (Q2) Nº de citações: 0

  3. Rita Sousa, Regina Sousa, Hugo Peixoto and José Machado (2022). Prediction models applied to lung cancer using Data Mining. , (pp ), . Nº de citações: 0

  4. Catarina Oliveira, Regina Sousa, Hugo Peixoto and José Machado (2022). Improving the Effectiveness of Heart Disease Diagnosis with Machine Learning. , (pp ), . Nº de citações: 0

  5. Nuno Pimenta, Regina Sousa, Hugo Peixoto and José Machado (2022). A comprehensive study on personal and medical information to predict diabetes. , (pp ), . Nº de citações: 0

  6. Regina Sousa, Diogo Lopes, António Silva, Dalila Durães, Hugo Peixoto, José Machado and Paulo Novais (2022). Sustainable and Social Energy on Smart Cities: Systematic Review. , (pp ), . Nº de citações: 0

  7. Maria João Vaz, João Lopes, Hugo Peixoto, Manuel Filipe Santos (2022). Predictive Analytics to support diabetic patient detection. Procedia Computer Science vol.201, The 13th International Conference on Ambient Systems, Networks and Technologies (ANT) / The 5rd International Conference on Emerging Data and Industry 4.0 (EDI40) / Affiliated Workshops (pp 690-695), Elsevier B.V.. scopus

  8. Rui Santos, Ana Regina Sousa, Manuel Filipe Santos, António Abelha and Hugo Peixoto (2022). Real-Time UCI Monitoring Using Apache Kafka. , (pp 1-37), IGI Global.

  9. Maria Pinto, Hugo Peixoto, Alexandre Ulisses and Pedro Santos (2022). Online platform for viewing trends and opinions on sports events based on Social Media Data. , (pp ), IEEE. scopus isiwebofknowledge dblp

  10. António Chaves, Tiago Guimarães, Júlio Duarte, Hugo Peixoto, António Abelha, José Machado (2021). Development of FHIR based web applications for appointment management in healthcare. Procedia Computer Science vol.184, The 12th International Conference on Ambient Systems, Networks and Technologies (ANT) / The 3rd International Conference on Emerging Data and Industry 4.0 (EDI40) / Affiliated Workshops (pp 917-022), Elsevier B.V.. scopus isiwebofknowledge (Q4) Nº de citações: 2

  11. Ricardo Cruz, Tiago Guimarães, Hugo Peixoto, Manuel Filipe Santos (2021). Architecture for Intensive Care Data Processing and Visualization in Real-time. Procedia Computer Science vol.184, The 12th International Conference on Ambient Systems, Networks and Technologies (ANT) / The 3rd International Conference on Emerging Data and Industry 4.0 (EDI40) / Affiliated Workshops (pp 923-928), Elsevier B.V.. scopus

  12. Cristiana Neto, Maria Brito, Hugo Peixoto, Vítor Lopes, António Abelha and José Machado (2020). Prediction of Length of Stay for Stroke Patients Using Artificial Neural Networks. 1159, Advances in Intelligent Systems and Computing (pp 212-221), Springer, Cham. scopus dblp (Q3) Nº de citações: 4

  13. Tiago Guimarães, Ailton Moreira, Hugo Peixoto, Manuel Filipe Santos (2020). ICU data management - A permissioned blockchain approach. Procedia Computer Science vol.177, The 11th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2020) / The 10th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH 2020) / Affiliated Workshops (pp 546-551), Elsevier B.V.. scopus Nº de citações: 3

  14. Hugo Peixoto, Tiago Guimarães, Manuel Filipe Santos (2020). A New Architecture for Intelligent Clinical Decision Support for Intensive Medicine. Procedia Computer Science vol.170, The 11th International Conference on Ambient Systems, Networks and Technologies (ANT) / The 3rd International Conference on Emerging Data and Industry 4.0 (EDI40) / Affiliated Workshops (pp 1035-1040), Elsevier B.V.. scopus Nº de citações: 4

  15. Tiago Guimarães, Hugo Silva, Hugo Peixoto and Manuel Filipe Santos (2020). Modular Blockchain Implementation in Intensive Medicine. Procedia Computer Science vol.170, The 11th International Conference on Ambient Systems, Networks and Technologies (ANT) / The 3rd International Conference on Emerging Data and Industry 4.0 (EDI40) / Affiliated Workshops (pp 1035-1040), Elsevier. scopus Nº de citações: 3

  16. Francisca Fonseca, Hugo Peixoto, Jorge Braga, José Machado and António Abelha (2019). Smart Mobile Computing in Pregnancy Care. vol. 58, Proceedings of 34th International Conference on Computers and Their Applications (pp 219-224), scopus Nº de citações: 1

  17. Marco Prata, Hugo Peixoto, José Machado and António Abelha (2018). Data Mining in Urgency Department: Medical Specialty Discharge Prediction. (pp 28-35), EUROSIS. scopus Nº de citações: 1

  18. Diana Ferreira, Hugo Peixoto, José Machado and António Abelha (2018). Predictive Data Mining in Nutrition Therapy. IEEE. scopus isiwebofknowledge Nº de citações: 3

  19. Cristiana Silva, Hugo Peixoto, José Machado and António Abelha (2018). Prediction of Stroke Patient Length of Stay using Data Mining.

  20. Catarina Peixoto, Hugo Peixoto, José Machado, António Abelha and Manuel Santos (2018). Iron value classification in patients undergoing Continuous Ambulatory Peritoneal Dialysis using Data Mining. scopus dblp

  21. Patrícia Loreto, Francisca Fonseca, Ana Morais, Hugo Peixoto, António Abelha and José Machado (2017). Improving Maternity Care with Business Intelligence. scopus isiwebofknowledge dblp Nº de citações: 6

  22. Catarina Peixoto, Cláudia Brito, Mariana Fontainhas, António Abelha, Hugo Peixoto and José Machado (2017). Continuous Ambulatory Peritoneal Dialysis: Business Intelligence applied to patient monitoring. scopus isiwebofknowledge dblp

  23. Cristiana Silva, Joana Pereira, Luís Costa, António Abelha, Hugo Peixoto and José Machado (2017). Business Intelligence for Cardiovascular Disease Assessment. scopus isiwebofknowledge dblp

  24. Marta Serapicos, Hugo Peixoto and Victor Alves (2017). A Hospital Service Kiosk in the Patient’s Pocket. Advances in Intelligent Systems and Computing vol. 615, (pp 218-228), Springer, Cham. scopus isiwebofknowledge

  25. Hugo Peixoto, José Machado, António Abelha, José Neves, António Correia and Manuel F.Santos (2011). AASYS - Appointment Alert System: An Open Source-Based Software to improve Show Rates in a Health Care Unit. scopus isiwebofknowledge Nº de citações: 3

  26. Hugo Peixoto, José Machado and António Abelha (2010). Interoperabilidade e o Processo Clínico Semântico. isiwebofknowledge

  27. Hugo Peixoto and Vitor Alves (2009). Computer-Aided Diagnosis in Brain Computed Tomography Screening. Lecture Notes in Computer Science (LNCS), vol. 5633 and Lecture Notes in Artificial Intelligence (LNAI), vol. 5633, Advances in Data Mining. Applications and Theoretical Aspectsy (pp 62–72), Springer, Berlin, Heidelberg. scopus dblp (Q2)


Thesis

  1. Hugo Peixoto (2013). Steps Towards Interoperability in Healthcare Environment. (phD)

  2. Hugo Peixoto (2008). Diagnóstico Apoiado por Computador em Tomografia Computorizada Cerebral. (Masters Degreee)