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About

I was born in Porto, Portugal, in 1980. I graduated in Electrical and Computer Engineering in 2004, received the M.Sc. degree in Automation, Instrumentation and Control in 2008 and the Ph.D. degree in Electrical and Computer Engineering in 2013 at the Faculdade de Engenharia, Universidade do Porto, Portugal.

I am currently working as Senior Researcher at INESC TEC - Instituto de Engenharia de Sistemas e Computadores, Tecnologia e Ciência, a R&D institute affiliated to the Universidade do Porto, in the Visual Computing and Machine Intelligence Group (VCMI) and in the Breast Research Group.

I am also working at the Departamento de Ciências de Computadores of the Faculdade de Ciências of the Universidade do Porto as an Invited Assistant Professor. Between 2014 and 2016 I was contracted as Invited Assistant Professor at Departamento de Engenharia Informática of the Faculdade de Engenharia of the Universidade do Porto. Previously between 2008 and 2011 I was working as Invited Assistant in the same Faculty and Department.

I am also Project Member in 2 funded research project related with Advanced Methodologies for Computer-Aided Detection and Diagnosis (BCCT.plan and NanoSTIMA). In the past I was also project member in 3 other funded projects (one European and 2 National) and 3 other as research assistant.

I was the founded member and coordinator (between 2010 and 2013) of the Bio-related Image Processing and Analysis Student’s Group (BioStar) of the Faculdade de Engenharia, Universidade do Porto.

Since 2007 I have co-authored 10 articles on international journals, all except two with impact factor, with an average value of 4.018, according to the Journal Citation Reports 2015. I am author of 2 book chapters and also 36 works in major refereed international conferences, 20 articles in national refereed conferences and participated in the creation of 3 public datasets. In total, these publications have attracted over 285 citations and correspond to an h-index of 8, using Harzing’s Publish or Perish application on May 9, 2016.

I am one of the mentors and belongs to the organizer committee of the VISion Understanding and Machine Intelligence (VISUM) summer school in 4 of the 5 editions of the event. I am currently supervising 5 PhD Students and co-supervise 1 other. During my career I supervised (or co-supervised) 16 MSc students.

My research interests include medical imaging, bio-imaging, image and video processing, machine learning, artificial intelligence and 3D modelling.

Interest
Topics
Details

Details

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Publications

2020

Automatic detection of perforators for microsurgical reconstruction

Authors
Mavioso, C; Araujo, RJ; Oliveira, HP; Anacleto, JC; Vasconcelos, MA; Pinto, D; Gouveia, PF; Alves, C; Cardoso, F; Cardoso, JS; Cardoso, MJ;

Publication
The Breast

Abstract

2020

Identifying relationships between imaging phenotypes and lung cancer-related mutation status: EGFR and KRAS

Authors
Pinheiro, G; Pereira, T; Dias, C; Freitas, C; Hespanhol, V; Costa, JL; Cunha, A; Oliveira, HP;

Publication
Scientific Reports

Abstract

2020

3D Digital Breast Cancer Models with Multimodal Fusion Algorithms

Authors
Bessa, S; Gouveia, PF; Carvalho, PH; Rodrigues, C; Silva, NL; Cardoso, F; Cardoso, JS; Oliveira, HP; Cardoso, MJ;

Publication
The Breast

Abstract

2020

B-Mode Ultrasound Breast Anatomy Segmentation

Authors
Teixeira, JF; Carreiro, AM; Santos, RM; Oliveira, HP;

Publication
Lecture Notes in Computer Science - Image Analysis and Recognition

Abstract

2020

A Framework for Fusion of T1-Weighted and Dynamic MRI Sequences

Authors
Teixeira, JF; Bessa, S; Gouveia, PF; Oliveira, HP;

Publication
Lecture Notes in Computer Science - Image Analysis and Recognition

Abstract

Supervised
thesis

2019

Unconstrained Human Pose Estimation to Support Breast Cancer Survivor's Prospective Surveillance

Author
João Pedro da Silva Monteiro

Institution
UP-FEUP

2019

Radiomics: Tumour genotype prediction

Author
Catarina Manuela Fonseca Dias

Institution
UP-FEUP

2019

3D Breast Cancer Models: Multimodal Data Registration

Author
Cátia Sofia Gonçalves Rodrigues

Institution
UP-FEUP

2019

A Deep Learning-based Radio-Pathomics Approach for Breast Tumor Signature

Author
Sara Isabel Pires de Oliveira

Institution
UP-FEUP

2019

Chemical and biological dual sensor for evaluation of sulfonamides in environmental waters

Author
Ana Rosa Moreira da Silva

Institution
UP-FEUP