Jaime Cardoso

Jaime Cardoso

Universidade do Porto

H-index: 46

Europe-Portugal

About Jaime Cardoso

Jaime Cardoso, With an exceptional h-index of 46 and a recent h-index of 35 (since 2020), a distinguished researcher at Universidade do Porto, specializes in the field of Computer Vision, Pattern Recognition, Machine Learning, Artificial Intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

Author Correction: An interpretable machine learning system for colorectal cancer diagnosis from pathology slides

Phasing segmented telescopes via deep learning methods: application to a deployable CubeSat

Abstract PO3-19-11: CINDERELLA Clinical Trial (NCT05196269): using artificial intelligence-driven healthcare to enhance breast cancer locoregional treatment decisions

Parameter-Efficient Generation of Natural Language Explanations for Chest X-ray Classification

Deep Learning-based Prediction of Breast Cancer Tumor and Immune Phenotypes from Histopathology

Classification of Pulmonary Nodules in 2-[18F]FDG PET/CT Images with a 3D Convolutional Neural Network

FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data

CoNIC Challenge: Pushing the frontiers of nuclear detection, segmentation, classification and counting

Jaime Cardoso Information

University

Position

Full Professor at Faculty of Engineering ; Researcher at INESC TEC

Citations(all)

10175

Citations(since 2020)

6735

Cited By

5388

hIndex(all)

46

hIndex(since 2020)

35

i10Index(all)

154

i10Index(since 2020)

106

Email

University Profile Page

Universidade do Porto

Google Scholar

View Google Scholar Profile

Jaime Cardoso Skills & Research Interests

Computer Vision

Pattern Recognition

Machine Learning

Artificial Intelligence

Top articles of Jaime Cardoso

Title

Journal

Author(s)

Publication Date

Author Correction: An interpretable machine learning system for colorectal cancer diagnosis from pathology slides

NPJ precision oncology

Pedro C Neto

Diana Montezuma

Sara P Oliveira

Domingos Oliveira

João Fraga

...

2024

Phasing segmented telescopes via deep learning methods: application to a deployable CubeSat

JOSA A

Maxime Dumont

Carlos M Correia

Jean-François Sauvage

Noah Schwartz

Morgan Gray

...

2024/3/1

Abstract PO3-19-11: CINDERELLA Clinical Trial (NCT05196269): using artificial intelligence-driven healthcare to enhance breast cancer locoregional treatment decisions

Cancer Research

Eduard-Alexandru Bonci

Orit Kaidar-Person

Marília Antunes

Oriana Ciani

Helena Cruz

...

2024/5/2

Parameter-Efficient Generation of Natural Language Explanations for Chest X-ray Classification

Isabel Rio-Torto

Jaime S Cardoso

Luis Filipe Teixeira

2024/2/13

Deep Learning-based Prediction of Breast Cancer Tumor and Immune Phenotypes from Histopathology

arXiv preprint arXiv:2404.16397

Tiago Gonçalves

Dagoberto Pulido-Arias

Julian Willett

Katharina V Hoebel

Mason Cleveland

...

2024/4/25

Classification of Pulmonary Nodules in 2-[18F]FDG PET/CT Images with a 3D Convolutional Neural Network

Nuclear Medicine and Molecular Imaging

Victor Manuel Alves

Jaime dos Santos Cardoso

João Gama

2024/2

FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data

arXiv preprint arXiv:2404.10378

Ivan DeAndres-Tame

Ruben Tolosana

Pietro Melzi

Ruben Vera-Rodriguez

Minchul Kim

...

2024/4/16

CoNIC Challenge: Pushing the frontiers of nuclear detection, segmentation, classification and counting

Medical image analysis

Simon Graham

Quoc Dang Vu

Mostafa Jahanifar

Martin Weigert

Uwe Schmidt

...

2024/2/1

Weather and Meteorological Optical Range Classification for Autonomous Driving

IEEE Transactions on Intelligent Vehicles

Celso Pereira

Ricardo PM Cruz

João ND Fernandes

João Ribeiro Pinto

Jaime S Cardoso

2024/4/10

Explaining Bounding Boxes in Deep Object Detectors Using Post Hoc Methods for Autonomous Driving Systems

Sensors

Caio Nogueira

Luís Fernandes

João ND Fernandes

Jaime S Cardoso

2024/1/14

An interpretable machine learning system for colorectal cancer diagnosis from pathology slides

NPJ precision oncology

Pedro C Neto

Diana Montezuma

Sara P Oliveira

Domingos Oliveira

João Fraga

...

2024/3/5

Disentangling morphed identities for face morphing detection

Science Talks

Eduarda Caldeira

Pedro C Neto

Tiago Gonçalves

Naser Damer

Ana F Sequeira

...

2024/6/1

Author correction: Computer-aided diagnosis through medical image retrieval in radiology

Scientific reports

Wilson Silva

Tiago Gonçalves

Kirsi Härmä

Erich Schröder

Verena Carola Obmann

...

2023/1/26

Multimodal Context-Aware Detection of Glioma Biomarkers Using MRI and WSI

Tomé Albuquerque

Mei Ling Fang

Benedikt Wiestler

Claire Delbridge

Maria João M Vasconcelos

...

2023/10/8

A CAD system for automatic dysplasia grading on H&E cervical whole-slide images

Scientific Reports

Sara P Oliveira

Diana Montezuma

Ana Moreira

Domingos Oliveira

Pedro C Neto

...

2023/3/9

Machine learning driven adaptive optics photometry and astrometry

Francisco Ribeiro

Paulo Garcia

Jaime S Cardoso

Miguel Silva

Richard Davies

2023/6/25

Unmasking Biases and Navigating Pitfalls in the Ophthalmic Artificial Intelligence Lifecycle: A Review

Luis Filipe Nakayama

João Matos

Justin Quion

Frederico Novaes

William Greig Mitchell

...

2023/10/8

Transformer-Based Multi-Prototype Approach for Diabetic Macular Edema Analysis in OCT Images

Plácido L Vidal

Joaquim de Moura

Jorge Novo

Marcos Ortega

Jaime S Cardoso

2023/6/4

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

arXiv preprint arXiv:2301.02608

Pedro C Neto

Diana Montezuma

Sara P Oliveira

Domingos Oliveira

João Fraga

...

2023/1/6

Intrinsic Explainability for End-to-End Object Detection

IEEE Access

Luís Fernandes

João ND Fernandes

Mariana Calado

João Ribeiro Pinto

Ricardo Cerqueira

...

2023/12/25

See List of Professors in Jaime Cardoso University(Universidade do Porto)

Co-Authors

H-index: 27
Andre Marcal

Andre Marcal

Universidade do Porto

H-index: 25
Guilherme A. Barreto

Guilherme A. Barreto

Universidade Federal do Ceará

H-index: 21
Helder P. Oliveira

Helder P. Oliveira

Universidade do Porto

H-index: 17
Carlos Guedes

Carlos Guedes

New York University

H-index: 14
Luis F. Teixeira

Luis F. Teixeira

Universidade do Porto

H-index: 7
João Carlos Monteiro

João Carlos Monteiro

Universidade do Porto

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