Diogo Roberto de Melo e Diogo Machado

Diogo Machado

Academic position:	PhD Student
Joining date:	01-11-2016
Roles in IT:	PhD Student
Thematic Line:	Basic Sciences and Enabling Technologies
Group:	Networked Systems – Po

Email: Send Email
Address: IT Branch – Porto
Rua Dr Roberto Frias
Porto
4200-465
Tel: 220413243
Fax:

https://www.orcid.org/0000-0002-9756-3269

Scientific Achievements

Thesis Information

Mining Diabetes Data for glycaemia control and patient feedback, Faculdade de Ciências da Universidade do Porto, PhD Student, Diogo Roberto de Melo e Diogo Machado, Supervisor: P. Brandão, Co-supervisor: V.S.C. Costa, nov-2016 - dez-2023

Academic Activities

3Supervision of MSc theses

As Co-supervisor

Automatic calculation of insulin dose for proteins and lipids, MSc Student, Rui Gonçalo Cabo Couto, Concluded 09-2021
mHealth e avaliação de usabilidade, MSc Student, Ana Patrícia Areias Silva, Concluded 06-2021
Gamificação, mHealth e adesão dos utilizadores, MSc Student, Rui Filipe da Costa Carvalho, Concluded 10-2019

2Supervision of BSc theses

As Co-supervisor

Conversão de hidratos, lípidos e proteína para doses de insulina, BSc Student, Marina Filipa da Silva Gonçalves, Concluded 07-2020
Monitorização de Actividade Física no Smartphone, BSc Student, Rúben Domingues, Concluded 07-2020

Publications

1Books Chapters

D. Machado, R. Carvalho, P. Brandão, Gamification: Improving Patient Adherence in mHealth for Diabetes Management, Chapter in, Handbook of Research on Solving Modern Healthcare Challenges With Gamification, IGI Global, Porto, 2021

1Papers in Journals

V. Felizardo, D. Machado, N. M. Garcia, N. Pombo, P. Brandão, Hypoglycaemia Prediction Models With Auto Explanation, IEEE Access, Vol. 10, No. 6, pp. 57930 - 57941, June, 2022,
| Abstract | Full text (PDF 2 MBs) | BibTex

11Papers in Conferences

D. Machado, V.S.C. Costa, P. Brandão, Using balancing methods to improve glycaemia-based data mining, INSTICC International Conf. on Health Informatics - Healthinf, Lisbon, Portugal, February, 2023,
| Abstract | Full text (PDF 420 KBs) | BibTex
D. Machado, V.S.C. Costa, P. Brandão, Impact of the glycaemic sampling method in diabetes data mining, IEEE International Symp. on Computers and Communications - ISCC, Rhodes, Greece, June, 2022,
| Abstract | Full text (PDF 170 KBs) | BibTex
R. Carvalho, D. Machado, P. Brandão, Gamification, mHealth and user adherence, ICTS4eHealth, Rennes, France, July, 2020 | BibTex
D. Machado, P. Brandão, V.S.C. Costa, C. N. Neves, C. E. Esteves, C. Arteiro, D. C. Carvalho, M. Pereira, J.N. Neves, Auxílio na Gestão da Diabetes: Avaliação e Compensação Correta de Refeições, Congresso Português de Diabetes, Quarteira, Portugal, March, 2020 | BibTex
D. Machado, V.S.C. Costa, I. Dutra, P. Brandão, Diabetes management guidance by a logical unit supported by datamining in a mobile application, Mediterranean Conference on Medical and Biological Engineering and Computing MEDICON, Coimbra, Portugal, September, 2019,
| Abstract | BibTex
D. Machado, R. Parra, P. Brandão, C. N. Neves, C. E. Esteves, D. C. Carvalho, Gamification to Incentivize Mhealth Diabetes Management, Kenes International International Conf. on Advanced Technologies and Treatments for Diabetes - ATTD, Vienna, Austria, February, 2018 | BibTex
D. Machado, T.P. Paiva, I. Dutra, V.S.C. Costa, P. Brandão, Managing Diabetes: Pattern Discovery and Counselling supported by user data in a mobile platform, IEEE workshop on ICT Solutions for eHealth ICTS4sHealth, Heraklion, Greece, Vol., pp. 296 - 299, July, 2017 | Full text (PDF 101 KBs) | BibTex
D. Machado, I. Dutra, P. Brandão, V.S.C. Costa, Managing Diabetes: counselling supported by user data in a mobile platform, RuleML+RR: International Joint Conference on Rules and Reasoning, London, United Kingdom, Vol. 1875, pp. -, July, 2017,
| Abstract | Full text (PDF 700 KBs) | BibTex
D. Machado, T.P. Paiva, I. Dutra, P. Brandão, V.S.C. Costa, C. N. Neves, S. Oliveira, C. E. Esteves, C. Arteiro, M.P. Pereira, D. C. Carvalho, Auxílio na Gestão da Diabetes: Descoberta de padrões nos registos e aconselhamento numa aplicação móvel, Congresso Português de Diabetes, Albufeira, Portugal, Vol. NA, pp. NA - NA, March, 2017 | Full text (PDF 252 KBs) | BibTex
P. Brandão, D. Machado, T.P. Paiva, I. Dutra, C. N. Neves, S. Oliveira, C. E. Esteves, C. Arteiro, D. C. Carvalho, Helping on diabetes management: showing patterns on records and providing advices on a smartphone app, Kenes International International Conf. on Advanced Technologies and Treatments for Diabetes - ATTD, Paris, France, February, 2017,
| Abstract | BibTex
D. Machado, V.S.C. Costa, P. Brandão, MyDiabetes - Rule Based Advice System, Conf. on Telecommunications - ConfTele, Aveiro, Portugal, Vol. NA, pp. NA - NA, September, 2015,
| Abstract | BibTex

IT Member Profile

Diogo Machado

Scientific Achievements

As Co-supervisor

As Co-supervisor