Carlos Santiago

64 papers A* 2B 6C 1Misc 1Journal 25Unranked 29
YearRankTypeTitle / Venue / Authors
2026 J jnl
Benchmarking variability in semantic segmentation in minimally invasive abdominal surgery.
Int. J. Comput. Assist. Radiol. Surg.
L. T. Castro, Catarina Barata, P. Martins, F. Afonso, M. Pascoal, Carlos Santiago, Laurent Mennillo, P. Mira, Danail Stoyanov, Manish Chand, Sophia Bano, Antonio S. Soares
2026 J jnl
How to rewrite the stars: Mapping your orchard over time through constellations of fruits.
CoRR
Gonçalo P. Matos, Carlos Santiago, João Paulo Costeira, Ricardo L. Saldanha, Ernesto M. Morgado
2025 J jnl
Benchmarking 3D Human Pose Estimation Models Under Occlusions.
CoRR
Filipa Lino, Carlos Santiago, Manuel Marques
2025 J jnl
Continual Deep Active Learning for Medical Imaging: Replay-Base Architecture for Context Adaptation.
CoRR
Rui Daniel, Maria Rita Verdelho, Catarina Barata, Carlos Santiago
2025 — conf
Continual Deep Active Learning for Medical Imaging: Replay-Based Architecture for Context Adaptation.
IbPRIA (2)
Rui Daniel, Maria Rita Verdelho, Catarina Barata, Carlos Santiago
2025 — conf
Exploring Synergies Between Convolutional Neural Networks and Transformers for Breast Cancer Segmentation.
Deep-Breath@MICCAI
Carlos Santiago, Jacinto C. Nascimento
2025 — conf
Multi-scale Attention-Based Multiple Instance Learning for Breast Cancer Diagnosis.
MICCAI (15)
Mariana Mourão, Jacinto C. Nascimento, Carlos Santiago, Margarida Silveira
2025 J jnl
Personalized explanations for clinician-AI interaction in breast imaging diagnosis by adapting communication to expertise levels.
Int. J. Hum. Comput. Stud.
Francisco Maria Calisto, João Maria Veigas Abrantes, Carlos Santiago, Nuno Jardim Nunes, Jacinto C. Nascimento
2025 J jnl
The Role of Graph-based MIL and Interventional Training in the Generalization of WSI Classifiers.
CoRR
Rita Pereira, Maria Rita Verdelho, Catarina Barata, Carlos Santiago
2024 — conf
3D Human Pose Estimation with Occlusions: Introducing BlendMimic3D Dataset and GCN Refinement.
CVPR Workshops
Filipa Lino, Carlos Santiago, Manuel Marques
2024 J jnl
3D Human Pose Estimation with Occlusions: Introducing BlendMimic3D Dataset and GCN Refinement.
CoRR
Filipa Lino, Carlos Santiago, Manuel Marques
2024 — conf
An Apple Counting System Robust to Multiple Intermittent Occlusions.
EPIA (1)
Gonçalo P. Matos, Tiago G. Oliveira, Filipe Silva, Francisco Martinho, Miguel Leão, Filipe Fonseca, José Silvestre, João Paulo Costeira, Ricardo L. Saldanha, Carlos Santiago, Ernesto M. Morgado
2024 J jnl
In the Wild Video Violence Detection: An Unsupervised Domain Adaptation Approach.
SN Comput. Sci.
Luca Ciampi, Carlos Santiago, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
2024 — conf
Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis.
CVPR Workshops
D. J. Araújo, Maria Rita Verdelho, Alceu Bissoto, Jacinto C. Nascimento, Carlos Santiago, Catarina Barata
2024 J jnl
Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis.
CoRR
Diogo J. Araújo, Maria Rita Verdelho, Alceu Bissoto, Jacinto C. Nascimento, Carlos Santiago, Catarina Barata
2024 — conf
MMIST-ccRCC: A Real World Medical Dataset for the Development of Multi-Modal Systems.
CVPR Workshops
Tiago Mota, Maria Rita Verdelho, Diogo J. Araújo, Alceu Bissoto, Carlos Santiago, Catarina Barata
2024 J jnl
MMIST-ccRCC: A Real World Medical Dataset for the Development of Multi-Modal Systems.
CoRR
Tiago Mota, Maria Rita Verdelho, Alceu Bissoto, Carlos Santiago, Catarina Barata
2024 — conf
Tracking and Counting Apples in Orchards Under Intermittent Occlusions and Low Frame Rates.
CVPR Workshops
Gonçalo P. Matos, Carlos Santiago, João Paulo Costeira, Ricardo L. Saldanha, Ernesto M. Morgado
2024 — conf
Using Counterfactual Information for Breast Classification Diagnosis.
CVPR Workshops
Miguel Cardoso, Carlos Santiago, Jacinto C. Nascimento
2024 J jnl
XAI for Skin Cancer Detection with Prototypes and Non-Expert Supervision.
CoRR
Miguel Correia, Alceu Bissoto, Carlos Santiago, Catarina Barata
2023 A* conf
Assertiveness-based Agent Communication for a Personalized Medicine on Medical Imaging Diagnosis.
CHI
Francisco Maria Calisto, João Gabriel de Matos Fernandes, Margarida Morais, Carlos Santiago, João Maria Veigas Abrantes, Nuno Jardim Nunes, Jacinto C. Nascimento
2023 — conf
Classification of Breast Cancer in Mri with Multimodal Fusion.
ISBI
Margarida Morais, Francisco Maria Calisto, Carlos Santiago, Clara Aleluia, Jacinto C. Nascimento
2023 — conf
Convolutional Siamese Networks for Myocardial Lesion Classification in T1 Maps.
ISBI
Mac Golub, Carlos Santiago, C. Baleia, Pedro Lopes, Alfredo Ferreira, Rita Gouveia Nunes, Jacinto C. Nascimento
2023 — conf
Global and Local Explanations for Skin Cancer Diagnosis Using Prototypes.
ISIC/Care-AI/MedAGI/DeCaF@MICCAI
Carlos Santiago, Miguel Correia, Maria Rita Verdelho, Alceu Bissoto, Catarina Barata
2023 — conf
Unsupervised Domain Adaptation for Video Violence Detection in the Wild.
IMPROVE
Luca Ciampi, Carlos Santiago, João Paulo Costeira, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
2023 — conf
Weakly-Supervised Diagnosis and Detection of Breast Cancer Using Deep Multiple Instance Learning.
ISBI
Pedro Diogo, Margarida Morais, Francisco Maria Calisto, Carlos Santiago, Clara Aleluia, Jacinto C. Nascimento
2022 J jnl
BreastScreening-AI: Evaluating medical intelligent agents for human-AI interactions.
Artif. Intell. Medicine
Francisco Maria Calisto, Carlos Santiago, Nuno Nunes, Jacinto C. Nascimento
2022 J jnl
CyCoSeg: A Cyclic Collaborative Framework for Automated Medical Image Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell.
Daniela O. Medley, Carlos Santiago, Jacinto C. Nascimento
2022 J jnl
Learning to count biological structures with raters' uncertainty.
Medical Image Anal.
Luca Ciampi, Fabio Carrara, Valentino Totaro, Raffaele Mazziotti, Leonardo Lupori, Carlos Santiago, Giuseppe Amato, Tommaso Pizzorusso, Claudio Gennaro
2022 J jnl
Model-Agnostic Temporal Regularizer for Object Localization Using Motion Fields.
IEEE Trans. Image Process.
Carlos Santiago, Daniela O. Medley, Jorge S. Marques, Jacinto C. Nascimento
2022 J jnl
Prediction of Antileishmanial Compounds: General Model, Preparation, and Evaluation of 2-Acylpyrrole Derivatives.
J. Chem. Inf. Model.
Carlos Santiago, Bernabé Ortega-Tenezaca, Iratxe Barbolla, Brenda Fundora-Ortiz, Sonia Arrasate, María Auxiliadora Dea-Ayuela, Humberto González Díaz, Nuria Sotomayor, Esther Lete
2021 J jnl
Concordia: A Streamlined Consensus Protocol for Blockchain Networks.
IEEE Access
Carlos Santiago, Shuyang Ren, Choonhwa Lee, Minsoo Ryu
2021 — conf
Domain Adaptation for Traffic Density Estimation.
VISIGRAPP (5: VISAPP)
Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato
2021 — conf
Improving the Explainability of Skin Cancer Diagnosis Using CBIR.
MICCAI (3)
Catarina Barata, Carlos Santiago
2021 J jnl
Introduction of human-centric AI assistant to aid radiologists for multimodal breast image classification.
Int. J. Hum. Comput. Stud.
Francisco Maria Calisto, Carlos Santiago, Nuno Nunes, Jacinto C. Nascimento
2021 J jnl
LOW: Training deep neural networks by learning optimal sample weights.
Pattern Recognit.
Carlos Santiago, Catarina Barata, Michele Sasdelli, Gustavo Carneiro, Jacinto C. Nascimento
2021 A* conf
MuCAI'21: 2nd ACM Multimedia Workshop on Multimodal Conversational AI.
ACM Multimedia
João Magalhães, Alexander G. Hauptmann, Ricardo Gamelas Sousa, Carlos Santiago
2021 — conf
Traffic Density Estimation via Unsupervised Domain Adaptation (Discussion Paper).
SEBD
Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato
2021 — conf
iFetch: Multimodal Conversational Agents for the Online Fashion Marketplace.
MuCAI @ ACM Multimedia
Ricardo Gamelas Sousa, Pedro Miguel Ferreira, Pedro Moreira Costa, Pedro Azevedo, João Paulo Costeira, Carlos Santiago, João Magalhães, David Semedo, Rafael Ferreira, Alexander I. Rudnicky, Alexander G. Hauptmann
2020 — conf
Accelerating Message Propagation in Blockchain Networks.
ICTC
Carlos Santiago, Choonhwa Lee
2020 J jnl
Deep Active Shape Model for Robust Object Fitting.
IEEE Trans. Image Process.
Daniela O. Medley, Carlos Santiago, Jacinto C. Nascimento
2020 — conf
How Important Is Each Dermoscopy Image?
CVPR Workshops
Catarina Barata, Carlos Santiago
2020 J jnl
Unsupervised Vehicle Counting via Multiple Camera Domain Adaptation.
CoRR
Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato
2020 — conf
Unsupervised vehicle counting via multiple camera domain adaptation.
NeHuAI@ECAI
Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato
2019 — conf
Segmenting The Left Ventricle In Cardiac In Cardiac MRI: From Handcrafted To Deep Region Based Descriptors.
ISBI
Daniela O. Medley, Carlos Santiago, Jacinto C. Nascimento
2019 C conf
Video Analysis Based on Human Pose for Unsupervised Summarization and Retrieval.
CBMI
Carlos Santiago, D. M. Alves, Beatriz Quintino Ferreira, João Carvalho, Alberto Messina, João Paulo Costeira
2018 B conf
Combining an Active Shape and Motion Models for Object Segmentation in Image Sequences.
ICIP
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
2018 J jnl
Fast segmentation of the left ventricle in cardiac MRI using dynamic programming.
Comput. Methods Programs Biomed.
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
2018 B conf
Robust Feature Descriptors for Object Segmentation Using Active Shape Models.
ACIVS
Daniela O. Medley, Carlos Santiago, Jacinto C. Nascimento
2017 J jnl
A new ASM framework for left ventricle segmentation exploring slice variability in cardiac MRI volumes.
Neural Comput. Appl.
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
2017 B conf
Fast and accurate segmentation of the LV in MR volumes using a deformable model with dynamic programming.
ICIP
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
2016 B conf
A new robust active shape model formulation for cardiac MRI segmentation.
ICIP
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
2015 J jnl
2D Segmentation Using a Robust Active Shape Model With the EM Algorithm.
IEEE Trans. Image Process.
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
2015 J jnl
Automatic 3-D Segmentation of Endocardial Border of the Left Ventricle From Ultrasound Images.
IEEE J. Biomed. Health Informatics
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
2015 Misc conf
Robust 3D Active Shape Model for the Segmentation of the Left Ventricle in MRI.
IbPRIA
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
2015 — conf
Segmentation of the left ventricle in cardiac MRI using a probabilistic data association active shape model.
EMBC
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
2014 B conf
A robust active shape model using an expectation-maximization framework.
ICIP
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
2014 — conf
Non-rigid Object Segmentation Using Robust Active Shape Models.
AMDO
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
2013 B conf
3D left ventricular segmentation in echocardiography using a probabilistic data association deformable model.
ICIP
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
2013 — conf
Performance evaluation of point matching algorithms for left ventricle motion analysis in MRI.
EMBC
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
2012 — conf
Robust Deformable Model for Segmenting the Left Ventricle in 3D Volumes of Ultrasound Data.
ICPRAM (1)
Carlos Santiago, Jorge S. Marques, Jacinto C. Nascimento
2011 — conf
Planning a urban Radio over Fibre network.
EUROCON
Carlos Santiago, Bodhisattwa Gangopadhyay, João Pedro
1996 — conf
Incorporating Fisheyeing into a Visual Programming Environment.
VL
Wayne Citrin, Carlos Santiago
1996 — conf
Scalable Interfaces to Support Program Comprehension.
WPC
Wayne Citrin, Carlos Santiago, Benjamin G. Zorn