Carlos Santiago

Orcid: 0000-0002-4737-0020

According to our database1, Carlos Santiago authored at least 44 papers between 1996 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
XAI for Skin Cancer Detection with Prototypes and Non-Expert Supervision.
CoRR, 2024

2023
Global and Local Explanations for Skin Cancer Diagnosis Using Prototypes.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023

Classification of Breast Cancer in Mri with Multimodal Fusion.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Convolutional Siamese Networks for Myocardial Lesion Classification in T1 Maps.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Weakly-Supervised Diagnosis and Detection of Breast Cancer Using Deep Multiple Instance Learning.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Unsupervised Domain Adaptation for Video Violence Detection in the Wild.
Proceedings of the 3rd International Conference on Image Processing and Vision Engineering, 2023

Assertiveness-based Agent Communication for a Personalized Medicine on Medical Imaging Diagnosis.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022
Model-Agnostic Temporal Regularizer for Object Localization Using Motion Fields.
IEEE Trans. Image Process., 2022

CyCoSeg: A Cyclic Collaborative Framework for Automated Medical Image Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Learning to count biological structures with raters' uncertainty.
Medical Image Anal., 2022

Prediction of Antileishmanial Compounds: General Model, Preparation, and Evaluation of 2-Acylpyrrole Derivatives.
J. Chem. Inf. Model., 2022

BreastScreening-AI: Evaluating medical intelligent agents for human-AI interactions.
Artif. Intell. Medicine, 2022

2021
LOW: Training deep neural networks by learning optimal sample weights.
Pattern Recognit., 2021

Introduction of human-centric AI assistant to aid radiologists for multimodal breast image classification.
Int. J. Hum. Comput. Stud., 2021

Concordia: A Streamlined Consensus Protocol for Blockchain Networks.
IEEE Access, 2021

Domain Adaptation for Traffic Density Estimation.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Traffic Density Estimation via Unsupervised Domain Adaptation (Discussion Paper).
Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021

iFetch: Multimodal Conversational Agents for the Online Fashion Marketplace.
Proceedings of the MuCAI'21: Proceedings of the 2nd ACM Multimedia Workshop on Multimodal Conversational AI, 2021

MuCAI'21: 2nd ACM Multimedia Workshop on Multimodal Conversational AI.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Improving the Explainability of Skin Cancer Diagnosis Using CBIR.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020
Deep Active Shape Model for Robust Object Fitting.
IEEE Trans. Image Process., 2020

Accelerating Message Propagation in Blockchain Networks.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2020

Unsupervised vehicle counting via multiple camera domain adaptation.
Proceedings of the First International Workshop on New Foundations for Human-Centered AI (NeHuAI) co-located with 24th European Conference on Artificial Intelligence (ECAI 2020), 2020

How Important Is Each Dermoscopy Image?
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Segmenting The Left Ventricle In Cardiac In Cardiac MRI: From Handcrafted To Deep Region Based Descriptors.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Video Analysis Based on Human Pose for Unsupervised Summarization and Retrieval.
Proceedings of the 2019 International Conference on Content-Based Multimedia Indexing, 2019

2018
Fast segmentation of the left ventricle in cardiac MRI using dynamic programming.
Comput. Methods Programs Biomed., 2018

Combining an Active Shape and Motion Models for Object Segmentation in Image Sequences.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Robust Feature Descriptors for Object Segmentation Using Active Shape Models.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2018

2017
A new ASM framework for left ventricle segmentation exploring slice variability in cardiac MRI volumes.
Neural Comput. Appl., 2017

Fast and accurate segmentation of the LV in MR volumes using a deformable model with dynamic programming.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2016
A new robust active shape model formulation for cardiac MRI segmentation.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015
Automatic 3-D Segmentation of Endocardial Border of the Left Ventricle From Ultrasound Images.
IEEE J. Biomed. Health Informatics, 2015

2D Segmentation Using a Robust Active Shape Model With the EM Algorithm.
IEEE Trans. Image Process., 2015

Robust 3D Active Shape Model for the Segmentation of the Left Ventricle in MRI.
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

Segmentation of the left ventricle in cardiac MRI using a probabilistic data association active shape model.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
A robust active shape model using an expectation-maximization framework.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Non-rigid Object Segmentation Using Robust Active Shape Models.
Proceedings of the Articulated Motion and Deformable Objects, 2014

2013
3D left ventricular segmentation in echocardiography using a probabilistic data association deformable model.
Proceedings of the IEEE International Conference on Image Processing, 2013

Performance evaluation of point matching algorithms for left ventricle motion analysis in MRI.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Robust Deformable Model for Segmenting the Left Ventricle in 3D Volumes of Ultrasound Data.
Proceedings of the ICPRAM 2012, 2012

2011
Planning a urban Radio over Fibre network.
Proceedings of EUROCON 2011, 2011

1996
Incorporating Fisheyeing into a Visual Programming Environment.
Proceedings of the 1996 IEEE Symposium on Visual Languages, 1996

Scalable Interfaces to Support Program Comprehension.
Proceedings of the 4th International Workshop on Program Comprehension (WPC '96), 1996


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