Tomé Albuquerque

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Colorectal Cancer

Color Image Enhancement

Machine Learning

Ordinal Regression

Top Venues

MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI

Intell. Syst. Appl.

Publications

Azar Kazemi, Ashkan Rasouli-Saravani, Masoumeh Gharib, Tomé Albuquerque, Saeid Eslami, Peter J. Schüffler
A systematic review of machine learning-based tumor-infiltrating lymphocytes analysis in colorectal cancer: Overview of techniques, performance metrics, and clinical outcomes. Comput. Biol. Medicine 173 (2024)
Tomé Albuquerque, Anil Yüce, Markus D. Herrmann, Alvaro Gomariz
Characterizing the Interpretability of Attention Maps in Digital Pathology. CoRR (2024)
Tomé Albuquerque, Luís Rosado, Ricardo Cruz, Maria João M. Vasconcelos, Tiago Oliveira, Jaime S. Cardoso
Rethinking low-cost microscopy workflow: Image enhancement using deep based Extended Depth of Field methods. Intell. Syst. Appl. 17 (2023)
Jaime S. Cardoso, Ricardo Cruz, Tomé Albuquerque
Unimodal Distributions for Ordinal Regression. CoRR (2023)
Eduardo Castro, Pedro M. Ferreira, Ana Rebelo, Isabel Rio-Torto, Leonardo Capozzi, Mafalda Falcão Ferreira, Tiago Gonçalves, Tomé Albuquerque, Wilson Silva, Carolina Afonso, Ricardo Gamelas Sousa, Claudio Cimarelli, Nadia Daoudi, Gabriel Moreira, Hsiu-yu Yang, Ingrid Hrga, Javed Ahmad, Monish Keswani, Sofia C. Beco
Fill in the blank for fashion complementary outfit product Retrieval: VISUM summer school competition. Mach. Vis. Appl. 34 (1) (2023)
Tomé Albuquerque, Mei Ling Fang, Benedikt Wiestler, Claire Delbridge, Maria João M. Vasconcelos, Jaime S. Cardoso, Peter Schüffler
Multimodal Context-Aware Detection of Glioma Biomarkers Using MRI and WSI. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI (2023)
Tomé Albuquerque, Ana Moreira, Beatriz Barros, Diana Montezuma, Sara P. Oliveira, Pedro C. Neto, João C. Monteiro, Liliana Ribeiro, Sofia Gonçalves, Ana Monteiro, Isabel M. Pinto, Jaime S. Cardoso
Quality Control in Digital Pathology: Automatic Fragment Detection and Counting. EMBC (2022)
Paulo Maia, Joana Morgado, Tiago Gonçalves, Tomé Albuquerque
Applying Machine Learning for Traffic Forecasting in Porto, Portugal. PKDD/ECML Workshops (2) (2021)
Tomé Albuquerque, Ana Moreira, Jaime S. Cardoso
Deep Ordinal Focus Assessment for Whole Slide Images. ICCVW (2021)
Tomé Albuquerque, Jaime S. Cardoso
Embedded Regularization For Classification Of Colposcopic Images. ISBI (2021)
Tomé Albuquerque, Ricardo Cruz, Jaime S. Cardoso
Ordinal losses for classification of cervical cancer risk. PeerJ Comput. Sci. 7 (2021)