Jaime S. Cardoso - Publications, H-index & Citations | Canyam

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Jaime S. Cardoso

universidade do porto

45H-index

543Paper Count

1.1WCitation Count

Published Papers 101

Publication Date

A Sparse Model for Ordinal Regression

IF2.6

2026-09-19

0

OAAI

Jaime S. Cardoso

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Depth Enhanced Cascaded Framework for OCTA Segmentation With Structure- and Connectivity-Aware Losses

IEEE Open Journal of Signal Processing

IF2.7

2026-05-04

0

OAAI

Bisheng Wang; Yuexuan Wang; Jaime S. Cardoso; Lin Wu

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Deciphering the Silent Signals: Unveiling Frequency Importance for Wi-Fi-Based Human Pose Estimation with Explainability

PATTERN RECOGNITION AND IMAGE ANALYSIS, IBPRIA 2025, PT II

IF0

2026-01-01

0

PREAI

Capozzi, Leonardo; Ferreira, Leonardo; Goncalves, Tiago; Rebelo, Ana; Cardoso, Jaime S.; Sequeira, Ana F.

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SiameseOrdinalCLIP: A Language-Guided Siamese Network for the Aesthetic Evaluation of Breast Cancer Locoregional Treatment

ARTIFICIAL INTELLIGENCE AND IMAGING FOR DIAGNOSTIC AND TREATMENT CHALLENGES IN BREAST CARE, DEEP-BREATH 2025

IF0

2026-01-01

1

PREAI

Teixeira, Fabio; Montenegro, Helena; Bonci, Eduard; Cardoso, Maria J.; Cardoso, Jaime S.

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Disentanglement and Assessment of Shortcuts in Ophthalmological Retinal Imaging Exams

FAIRNESS OF AI IN MEDICAL IMAGING, FAIMI 2025

IF0

2026-01-01

0

PREAI

Fernandes, Leonor; Goncalves, Tiago; Matos, Joao; Nakayama, Luis; Cardoso, Jaime S.

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Predicting Aesthetic Outcomes of Breast Cancer Surgery: A Robust and Explainable Image Retrieval Approach

ARTIFICIAL INTELLIGENCE AND IMAGING FOR DIAGNOSTIC AND TREATMENT CHALLENGES IN BREAST CARE, DEEP-BREATH 2025

IF0

2026-01-01

1

PREAI

Ferreira, Pedro; Zolfagharnasab, Mohammad Hossein; Goncalves, Tiago; Bonci, Eduard; Mavioso, Carlos; Cardoso, Maria J.; Cardoso, Jaime S.

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GANs vs. Diffusion Models for Virtual Staining with the HER2match Dataset

DEEP GENERATIVE MODELS, DGM4MICCAI 2025

IF0

2026-01-01

0

PREAI

Klockner, Pascal; Teixeira, Jose; Montezuma, Diana; Cardoso, Jaime S.; Horlings, Hugo M.; Oliveira, Sara P.

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Leveraging Adversarial Learning for Pathological Fidelity in Virtual Staining

DEEP GENERATIVE MODELS, DGM4MICCAI 2025

IF0

2026-01-01

0

PREAI

Teixeira, Jose; Klockner, Pascal; Montezuma, Diana; Cesur, Melis Erdal; Fraga, Joao; Horlings, Hugo M.; Cardoso, Jaime S.; Oliveira, Sara P.

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Anatomically and Clinically Informed Deep Generative Model for Breast Surgery Outcome Prediction

ARTIFICIAL INTELLIGENCE AND IMAGING FOR DIAGNOSTIC AND TREATMENT CHALLENGES IN BREAST CARE, DEEP-BREATH 2025

IF0

2026-01-01

1

PREAI

Santos, Joana; Montenegro, Helena; Bonci, Eduard; Cardoso, Maria J.; Cardoso, Jaime S.

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Towards Utilizing Robust Radiance Fields for 3D Reconstruction of Breast Aesthetics

ARTIFICIAL INTELLIGENCE AND IMAGING FOR DIAGNOSTIC AND TREATMENT CHALLENGES IN BREAST CARE, DEEP-BREATH 2025

IF0

2026-01-01

1

PREAI

Pinto, Goncalo; Zolfagharnasab, Mohammad Hossein; Teixeira, Luis F.; Cruz, Helena; Cardoso, Maria J.; Cardoso, Jaime S.

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A Literature Review on Example-Based Explanations in Medical Image Analysis

Journal of Healthcare Informatics Research

IF3.7

2025-12-03

0

PREAI

Helena Montenegro; Jaime S. Cardoso

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CBVLM: Training-free explainable concept-based Large Vision Language Models for medical image classification

Computers in Biology and Medicine

IF6.3

2025-10-10

0

OAAI

Cristiano Patrício; Isabel Rio-Torto; Jaime S. Cardoso; Luís F. Teixeira; João C. Neves

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H&E to IHC virtual staining methods in breast cancer: an overview and benchmarking

npj Digital Medicine

IF15.1

2025-07-02

0

OAAI

Pascal Klöckner; José Teixeira; Diana Montezuma; João Fraga; Hugo M. Horlings; Jaime S. Cardoso; Sara P. Oliveira

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Information bottleneck with input sampling for attribution

IF6.5

2025-07-01

0

PREAI

Coelho, Bruno; Cardoso, Jaime S.

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Bridging Domain Gaps in Computational Pathology: A Comparative Study of Adaptation Strategies

IF3.5

2025-04-30

0

OAAI

Nunes, Joao D.; Montezuma, Diana; Oliveira, Domingos; Pereira, Tania; Zlobec, Inti; Pinto, Isabel Macedo; Cardoso, Jaime S.

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CINDERELLA Clinical Trial (NCT05196269): Patient Engagement with an AI-based Healthcare Application for Enhancing Breast Cancer Locoregional Treatment Decisions- Preliminary Insights

IF7.9

2025-02-01

0

OAAI

Bonci, E. -a.; Antunes, M.; Bobowicz, M.; Borsoi, L.; Ciani, O.; Cruz, H. Vaz; Di Micco, R.; Ekman, M.; Gentilini, O.; Romariz, M.; Goncalves, T.; Gouveia, P.; Heil, J.; Kabata, P.; Kaidar-Person, O.; Martins, H.; Mavioso, C.; Mika, M.; Oliveira, H. P.; Oprea, N.; Pfob, A.; Haik, J.; Menes, T.; Schinkoethe, T.; Silva, G.; Cardoso, J. S.; Cardoso, M. -j.

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A survey on cell nuclei instance segmentation and classification: Leveraging context and attention

MEDICAL IMAGE ANALYSIS

IF11.8

2025-01-01

0

OAAI

Nunes, Joao D.; Montezuma, Diana; Oliveira, Domingos; Pereira, Tania; Cardoso, Jaime S.

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Leveraging Cold Diffusion for the Decomposition of Identically Distributed Superimposed Images

IEEE Open Journal of Signal Processing

IF2.7

2025-01-01

0

OAAI

Helena Montenegro; Jaime S. Cardoso

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CNN explanation methods for ordinal regression tasks

IF6.5

2025-01-01

1

OAAI

Barbero-Gomez, Javier; Cruz, Ricardo P. M.; Cardoso, Jaime S.; Gutierrez, Pedro A.; Hervas-Martinez, Cesar

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Learning Ordinality in Semantic Segmentation

IF3.6

2025-01-01

0

OAAI

Cruz, Ricardo P. M.; Cristino, Rafael; Cardoso, Jaime S.

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