Jacinto C. Nascimento

Best Publications

• Comparison of Segmentation Methods for Melanoma Diagnosis in Dermoscopy Images

  M. Silveira;J.C. Nascimento;J.S. Marques;A.R.S. Marcal

  512
  Citations

• Performance evaluation of object detection algorithms for video surveillance

  J.C. Nascimento;J.S. Marques

  388
  Citations

• Unregistered Multiview Mammogram Analysis with Pre-trained Deep Learning Models

  Gustavo Carneiro;Jacinto C. Nascimento;Andrew P. Bradley

  294
  Citations

• 3DRegNet: A Deep Neural Network for 3D Point Registration

  G. Dias Pais;Srikumar Ramalingam;Venu Madhav Govindu;Jacinto C. Nascimento

  243
  Citations

• Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support : 4th International Workshop, DLMIA 2018, and 8th International Workshop, ML-CDS 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings

  Danail Stoyanov;Zeike Taylor;Gustavo Carneiro;Tanveer Syeda-Mahmood

  235
  Citations

• The Segmentation of the Left Ventricle of the Heart From Ultrasound Data Using Deep Learning Architectures and Derivative-Based Search Methods

  G. Carneiro;J. C. Nascimento;A. Freitas

  234
  Citations

• Automated Analysis of Unregistered Multi-View Mammograms With Deep Learning

  Gustavo Carneiro;Jacinto Nascimento;Andrew P. Bradley

  200
  Citations

• Deep Learning and Data Labeling for Medical Applications

  Gustavo Carneiro;Diana Mateus;Loïc Peter;Andrew Bradley

  194
  Citations

• Precision Radiology: Predicting longevity using feature engineering and deep learning methods in a radiomics framework.

  Luke Oakden-Rayner;Luke Oakden-Rayner;Gustavo Carneiro;Taryn Bessen;Jacinto C. Nascimento

  174
  Citations

• Comparison of target detection algorithms using adaptive background models

  D. Hall;J. Nascimento;P. Ribeiro;E. Andrade

  169
  Citations

• Combining Multiple Dynamic Models and Deep Learning Architectures for Tracking the Left Ventricle Endocardium in Ultrasound Data

  G. Carneiro;J. C. Nascimento

  141
  Citations

• Medical Image Noise Reduction Using the Sylvester–Lyapunov Equation

  J.M. Sanches;J.C. Nascimento;J.S. Marques

  139
  Citations

• Trajectory Classification Using Switched Dynamical Hidden Markov Models

  Jacinto C Nascimento;Mario Figueiredo;Jorge S Marques

  121
  Citations

• Deep reinforcement learning for active breast lesion detection from DCE-MRI

  Gabriel Maicas;Gustavo Carneiro;Andrew P. Bradley;Jacinto C. Nascimento

  110
  Citations

• Robust Shape Tracking With Multiple Models in Ultrasound Images

  J.C. Nascimento;J.S. Marques

  98
  Citations

• Introduction of human-centric AI assistant to aid radiologists for multimodal breast image classification

  Francisco Maria Calisto;Carlos Santiago;Nuno Nunes;Jacinto C. Nascimento

  91
  Citations

• Gait-based Person Re-identification: A Survey

  Athira Nambiar;Alexandre Bernardino;Jacinto C. Nascimento

  90
  Citations

• Assertiveness-based Agent Communication for a Personalized Medicine on Medical Imaging Diagnosis

  Unknown

  79
  Citations

• Adaptive snakes using the EM algorithm

  J.C. Nascimento;J.S. Marques

  74
  Citations

• Robust shape tracking in the presence of cluttered background

  J.C. Nascimento;J.S. Marques

  70
  Citations