Publications

Publications by Jaime Cardoso

2017

Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support - Third International Workshop, DLMIA 2017, and 7th International Workshop, ML-CDS 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 14, 2017, Proceedings

Authors
Cardoso, MJ; Arbel, T; Carneiro, G; Syeda Mahmood, TF; Tavares, JMRS; Moradi, M; Bradley, AP; Greenspan, H; Papa, JP; Madabhushi, A; Nascimento, JC; Cardoso, JS; Belagiannis, V; Lu, Z;

Publication
DLMIA/ML-CDS@MICCAI

Abstract

2018

Dimensional emotion recognition using visual and textual cues

Authors
Ferreira, PM; Pernes, D; Fernandes, K; Rebelo, A; Cardoso, JS;

Publication
CoRR

Abstract

2020

Tackling unsupervised multi-source domain adaptation with optimism and consistency

Authors
Pernes, D; Cardoso, JS;

Publication
CoRR

Abstract

2021

Towards Privacy-preserving Explanations in Medical Image Analysis

Authors
Montenegro, H; Silva, W; Cardoso, JS;

Publication
CoRR

Abstract

2023

A CAD System for Colorectal Cancer from WSI: A Clinically Validated Interpretable ML-based Prototype

Authors
Neto, PC; Montezuma, D; de Oliveira, SP; Oliveira, D; Fraga, J; Monteiro, A; Monteiro, JC; Ribeiro, L; Gonçalves, S; Reinhard, S; Zlobec, I; Pinto, IM; Cardoso, JS;

Publication
CoRR

Abstract

2022

Colon Nuclei Instance Segmentation using a Probabilistic Two-Stage Detector

Authors
Costa, P; Fu, Y; Nunes, J; Campilho, A; Cardoso, JS;

Publication
CoRR

Abstract