Carlos Santiago

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 36

Top Topics

Active Shape Model

Multiple Instance

Domain Adaptation

Top Venues

IEEE Trans. Image Process.

Publications

Miguel Correia, Alceu Bissoto, Carlos Santiago, Catarina Barata
XAI for Skin Cancer Detection with Prototypes and Non-Expert Supervision. CoRR (2024)
Filipa Lino, Carlos Santiago, Manuel Marques
3D Human Pose Estimation with Occlusions: Introducing BlendMimic3D Dataset and GCN Refinement. CoRR (2024)
Diogo J. Araújo, Maria Rita Verdelho, Alceu Bissoto, Jacinto C. Nascimento, Carlos Santiago, Catarina Barata
Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis. CoRR (2024)
Tiago Mota, Maria Rita Verdelho, Alceu Bissoto, Carlos Santiago, Catarina Barata
MMIST-ccRCC: A Real World Medical Dataset for the Development of Multi-Modal Systems. CoRR (2024)
Mac Golub, Carlos Santiago, C. Baleia, Pedro Lopes, Alfredo Ferreira, Rita Gouveia Nunes, Jacinto C. Nascimento
Convolutional Siamese Networks for Myocardial Lesion Classification in T1 Maps. ISBI (2023)
Francisco Maria Galamba Ferrari Calisto, João Gabriel de Matos Fernandes, Margarida Morais, Carlos Santiago, João Maria Veigas Abrantes, Nuno Jardim Nunes, Jacinto C. Nascimento
Assertiveness-based Agent Communication for a Personalized Medicine on Medical Imaging Diagnosis. CHI (2023)
Margarida Morais, Francisco Maria Calisto, Carlos Santiago, Clara Aleluia, Jacinto C. Nascimento
Classification of Breast Cancer in Mri with Multimodal Fusion. ISBI (2023)
Luca Ciampi, Carlos Santiago, João Paulo Costeira, Fabrizio Falchi, Claudio Gennaro, Giuseppe Amato
Unsupervised Domain Adaptation for Video Violence Detection in the Wild. IMPROVE (2023)
Carlos Santiago, Miguel Correia, Maria Rita Verdelho, Alceu Bissoto, Catarina Barata
Global and Local Explanations for Skin Cancer Diagnosis Using Prototypes. ISIC/Care-AI/MedAGI/DeCaF@MICCAI (2023)
Pedro Diogo, Margarida Morais, Francisco Maria Calisto, Carlos Santiago, Clara Aleluia, Jacinto C. Nascimento
Weakly-Supervised Diagnosis and Detection of Breast Cancer Using Deep Multiple Instance Learning. ISBI (2023)
Carlos Santiago, Bernabé Ortega-Tenezaca, Iratxe Barbolla, Brenda Fundora-Ortiz, Sonia Arrasate, María Auxiliadora Dea-Ayuela, Humberto González Díaz, Nuria Sotomayor, Esther Lete
Prediction of Antileishmanial Compounds: General Model, Preparation, and Evaluation of 2-Acylpyrrole Derivatives. J. Chem. Inf. Model. 62 (16) (2022)
Carlos Santiago, Daniela O. Medley, Jorge S. Marques, Jacinto C. Nascimento
Model-Agnostic Temporal Regularizer for Object Localization Using Motion Fields. IEEE Trans. Image Process. 31 (2022)
Luca Ciampi, Fabio Carrara, Valentino Totaro, Raffaele Mazziotti, Leonardo Lupori, Carlos Santiago, Giuseppe Amato, Tommaso Pizzorusso, Claudio Gennaro
Learning to count biological structures with raters' uncertainty. Medical Image Anal. 80 (2022)
Daniela O. Medley, Carlos Santiago, Jacinto C. Nascimento
CyCoSeg: A Cyclic Collaborative Framework for Automated Medical Image Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 44 (11) (2022)
Francisco Maria Calisto, Carlos Santiago, Nuno Nunes, Jacinto C. Nascimento
BreastScreening-AI: Evaluating medical intelligent agents for human-AI interactions. Artif. Intell. Medicine 127 (2022)
Carlos Santiago, Catarina Barata, Michele Sasdelli, Gustavo Carneiro, Jacinto C. Nascimento
LOW: Training deep neural networks by learning optimal sample weights. Pattern Recognit. 110 (2021)
Carlos Santiago, Shuyang Ren, Choonhwa Lee, Minsoo Ryu
Concordia: A Streamlined Consensus Protocol for Blockchain Networks. IEEE Access 9 (2021)
Catarina Barata, Carlos Santiago
Improving the Explainability of Skin Cancer Diagnosis Using CBIR. MICCAI (3) (2021)
Ricardo Gamelas Sousa, Pedro Miguel Ferreira, Pedro Moreira Costa, Pedro Azevedo, Joao Paulo Costeira, Carlos Santiago, João Magalhães, David Semedo, Rafael Ferreira, Alexander I. Rudnicky, Alexander G. Hauptmann
iFetch: Multimodal Conversational Agents for the Online Fashion Marketplace. MuCAI @ ACM Multimedia (2021)
João Magalhães, Alexander G. Hauptmann, Ricardo Gamelas Sousa, Carlos Santiago
MuCAI'21: 2nd ACM Multimedia Workshop on Multimodal Conversational AI. ACM Multimedia (2021)
Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato
Domain Adaptation for Traffic Density Estimation. VISIGRAPP (5: VISAPP) (2021)
Francisco Maria Calisto, Carlos Santiago, Nuno Nunes, Jacinto C. Nascimento
Introduction of human-centric AI assistant to aid radiologists for multimodal breast image classification. Int. J. Hum. Comput. Stud. 150 (2021)
Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato
Traffic Density Estimation via Unsupervised Domain Adaptation (Discussion Paper). SEBD (2021)
Daniela O. Medley, Carlos Santiago, Jacinto C. Nascimento
Deep Active Shape Model for Robust Object Fitting. IEEE Trans. Image Process. 29 (2020)
Catarina Barata, Carlos Santiago
How Important Is Each Dermoscopy Image? CVPR Workshops (2020)
Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato
Unsupervised vehicle counting via multiple camera domain adaptation. NeHuAI@ECAI (2020)
Luca Ciampi, Carlos Santiago, João Paulo Costeira, Claudio Gennaro, Giuseppe Amato
Unsupervised Vehicle Counting via Multiple Camera Domain Adaptation. CoRR (2020)
Carlos Santiago, Choonhwa Lee
Accelerating Message Propagation in Blockchain Networks. ICTC (2020)
Carlos Santiago, D. M. Alves, Beatriz Quintino Ferreira, João Carvalho, Alberto Messina, João Paulo Costeira
Video Analysis Based on Human Pose for Unsupervised Summarization and Retrieval. CBMI (2019)
Daniela O. Medley, Carlos Santiago, Jacinto C. Nascimento
Segmenting The Left Ventricle In Cardiac In Cardiac MRI: From Handcrafted To Deep Region Based Descriptors. ISBI (2019)
Daniela O. Medley, Carlos Santiago, Jacinto C. Nascimento
Robust Feature Descriptors for Object Segmentation Using Active Shape Models. ACIVS (2018)
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
Combining an Active Shape and Motion Models for Object Segmentation in Image Sequences. ICIP (2018)
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
Fast segmentation of the left ventricle in cardiac MRI using dynamic programming. Comput. Methods Programs Biomed. 154 (2018)
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
A new ASM framework for left ventricle segmentation exploring slice variability in cardiac MRI volumes. Neural Comput. Appl. 28 (9) (2017)
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
Fast and accurate segmentation of the LV in MR volumes using a deformable model with dynamic programming. ICIP (2017)
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
A new robust active shape model formulation for cardiac MRI segmentation. ICIP (2016)
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
Segmentation of the left ventricle in cardiac MRI using a probabilistic data association active shape model. EMBC (2015)
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
2D Segmentation Using a Robust Active Shape Model With the EM Algorithm. IEEE Trans. Image Process. 24 (8) (2015)
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
Automatic 3-D Segmentation of Endocardial Border of the Left Ventricle From Ultrasound Images. IEEE J. Biomed. Health Informatics 19 (1) (2015)
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
Robust 3D Active Shape Model for the Segmentation of the Left Ventricle in MRI. IbPRIA (2015)
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
Non-rigid Object Segmentation Using Robust Active Shape Models. AMDO (2014)
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
A robust active shape model using an expectation-maximization framework. ICIP (2014)
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
3D left ventricular segmentation in echocardiography using a probabilistic data association deformable model. ICIP (2013)
Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques
Performance evaluation of point matching algorithms for left ventricle motion analysis in MRI. EMBC (2013)
Carlos Santiago, Jorge S. Marques, Jacinto C. Nascimento
Robust Deformable Model for Segmenting the Left Ventricle in 3D Volumes of Ultrasound Data. ICPRAM (1) (2012)
Carlos Santiago, Bodhisattwa Gangopadhyay, João Pedro
Planning a urban Radio over Fibre network. EUROCON (2011)
Wayne Citrin, Carlos Santiago
Incorporating Fisheyeing into a Visual Programming Environment. VL (1996)
Wayne Citrin, Carlos Santiago, Benjamin G. Zorn
Scalable Interfaces to Support Program Comprehension. WPC (1996)