Personal information

Portugal

Activities

Employment (1)

Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência: Porto, PT

2017-07-01 to present | Researcher
Employment
Source: Self-asserted source
Tânia Melo

Education and qualifications (2)

Universidade do Porto Faculdade de Engenharia: Porto, Porto, PT

2020-02-01 to present | Doutoramento (Engenharia Eletrotécnica e de Computadores)
Education
Source: Self-asserted source
Tânia Melo

Universidade do Porto Faculdade de Engenharia: Porto, PT

2011-09-15 to 2016-10-14 | Integrated Master in Bioengineering
Education
Source: Self-asserted source
Tânia Melo

Funding (1)

Plataforma de Análise de Imagem e de Aprendizagem Computacional para a Inovação no Rastreio da Retinopatia Diabética

2017-07 to present | Contract
Fundação para a Ciência e a Tecnologia (Lisboa, PT)
GRANT_NUMBER:

CMUP-ERI/TIC/0028/2014

Source: check_circle
CIÊNCIAVITAE

Works (10)

Human versus Artificial Intelligence: Validation of a Deep Learning Model for Retinal Layer and Fluid Segmentation in Optical Coherence Tomography Images from Patients with Age-Related Macular Degeneration

Diagnostics
2024-05-08 | Journal article
Contributors: Mariana Miranda; Joana Santos-Oliveira; Ana Maria Mendonça; Vânia Sousa; Tânia Melo; Ângela Carneiro
Source: check_circle
Crossref

OCT Image Synthesis through Deep Generative Models

2023 IEEE 36TH INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, CBMS
2023 | Conference paper
Part of ISSN: 2372-9198
AUTHENTICUSID: P-00Y-V72
WOSUID:

WOS:001037777900098

EID:

2-s2.0-85166467924

Contributors: Melo, T; Cardoso, J; Carneiro, A; Campilho, A; Mendonça, AM
Source: check_circle
Authenticus

Retinal layer and fluid segmentation in optical coherence tomography images using a hierarchical framework

Journal of Medical Imaging
2023-02-21 | Journal article
Part of ISSN: 2329-4302
Contributors: Tânia Melo; Ângela Carneiro; Aurélio Campilho; Ana Maria Mendonça
Source: Self-asserted source
Tânia Melo

IDRiD: Diabetic Retinopathy - Segmentation and Grading Challenge

MEDICAL IMAGE ANALYSIS
2020 | Journal article
Part of ISSN: 1361-8415
AUTHENTICUSID: P-00R-3ZZ
WOSUID:

WOS:000501405800010

EID:

2-s2.0-85074152892

Contributors: Porwal, P; Pachade, S; Kokare, M; Deshmukh, G; Son, J; Bae, W; Liu, LH; Wang, J; Liu, XH; Gao, LX et al.
Source: check_circle
Authenticus
grade
Preferred source (of 3)‎

Microaneurysm detection in color eye fundus images for diabetic retinopathy screening

COMPUTERS IN BIOLOGY AND MEDICINE
2020 | Journal article
Part of ISSN: 0010-4825
AUTHENTICUSID: P-00S-R9A
WOSUID:

WOS:000582723600004

EID:

2-s2.0-85091627917

OTHER-ID:

dblp:journals/cbm/MeloMC20

Contributors: Melo, T; Mendonca, AM; Campilho, A
Source: check_circle
Authenticus
grade
Preferred source (of 3)‎

Optic Disc and Fovea Detection in Color Eye Fundus Images

Image Analysis and Recognition - 17th International Conference, ICIAR 2020, Póvoa de Varzim, Portugal, June 24-26, 2020, Proceedings, Part II
2020 | Conference paper
Part of ISSN: 0302-9743
AUTHENTICUSID: P-00S-B2D
EID:

2-s2.0-85087280750

OTHER-ID:

dblp:conf/iciar/MendoncaMAC20

Contributors: Mendonça, AM; Melo, T; Araújo, T; Campilho, A
Source: check_circle
Authenticus
grade
Preferred source (of 2)‎

Optic Disc and Fovea Detection in Fundus Images: A Contribution to the IDRiD Grand Challenge

RECPAD
2019-10-31 | Conference paper
SOURCE-WORK-ID:

cv-prod-id-827132

Contributors: Mendonça, Ana Maria; Melo, Tânia; Araújo, Teresa; Campilho, Aurélio
Source: check_circle
CIÊNCIAVITAE

Classification of Breast Cancer Histology Images Through Transfer Learning Using a Pre-trained Inception Resnet V2

Image Analysis and Recognition - 15th International Conference, ICIAR 2018, Póvoa de Varzim, Portugal, June 27-29, 2018, Proceedings
2018 | Conference paper
Part of ISSN: 0302-9743
AUTHENTICUSID: P-00N-ZM5
EID:

2-s2.0-85049437809

OTHER-ID:

dblp:conf/iciar/FerreiraMSMS0C18

Contributors: Ferreira, CA; Melo, T; Sousa, P; Meyer, MI; Shakibapour, E; Costa, P; Campilho, A
Source: check_circle
Authenticus
grade
Preferred source (of 2)‎

Creation of Retinal Mosaics for Diabetic Retinopathy Screening: A Comparative Study

Image Analysis and Recognition - 15th International Conference, ICIAR 2018, Póvoa de Varzim, Portugal, June 27-29, 2018, Proceedings
2018 | Conference paper
Part of ISSN: 0302-9743
AUTHENTICUSID: P-00N-ZM4
EID:

2-s2.0-85049472135

OTHER-ID:

dblp:conf/iciar/MeloMC18

Contributors: Melo, T; Mendonça, AM; Campilho, A
Source: check_circle
Authenticus
grade
Preferred source (of 2)‎

Detection of red lesions associated with Diabetic Retinopathy

Universidade do Porto Faculdade de Engenharia
2016-10-14 | Dissertation/Thesis
SOURCE-WORK-ID:

cv-prod-id-459142

OTHER-ID:

201808528

Contributors: Tânia Filipa Fernandes Melo
Source: check_circle
CIÊNCIAVITAE