| 2025 | IBPRIA | Continual Deep Active Learning for Medical Imaging: Replay-Based Architecture for Context Adaptation. | Rui Daniel, Maria Rita Verdelho, Catarina Barata, Carlos Santiago |
| 2025 | MICCAI | Multi-scale Attention-Based Multiple Instance Learning for Breast Cancer Diagnosis. | Mariana Mouro, Jacinto C. Nascimento, Carlos Santiago, Margarida Silveira |
| 2025 | MICCAI | Exploring Synergies Between Convolutional Neural Networks and Transformers for Breast Cancer Segmentation. | Carlos Santiago, Jacinto C. Nascimento |
| 2024 | CVPR | Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis. | D. J. Arajo, Maria Rita Verdelho, Alceu Bissoto, Jacinto C. Nascimento, Carlos Santiago, Catarina Barata |
| 2024 | CVPR | Using Counterfactual Information for Breast Classification Diagnosis. | Miguel Cardoso, Carlos Santiago, Jacinto C. Nascimento |
| 2024 | CVPR | 3D Human Pose Estimation with Occlusions: Introducing BlendMimic3D Dataset and GCN Refinement. | Filipa Lino, Carlos Santiago, Manuel Marques |
| 2024 | CVPR | Tracking and Counting Apples in Orchards Under Intermittent Occlusions and Low Frame Rates. | Gonalo P. Matos, Carlos Santiago, Joo Paulo Costeira, Ricardo L. Saldanha, Ernesto M. Morgado |
| 2024 | CVPR | MMIST-ccRCC: A Real World Medical Dataset for the Development of Multi-Modal Systems. | Tiago Mota, Maria Rita Verdelho, Diogo J. Arajo, Alceu Bissoto, Carlos Santiago, Catarina Barata |
| 2024 | EPIA | An Apple Counting System Robust to Multiple Intermittent Occlusions. | Gonalo P. Matos, Tiago G. Oliveira, Filipe Silva, Francisco Martinho, Miguel Leo, Filipe Fonseca, Jos Silvestre, Joo Paulo Costeira, Ricardo L. Saldanha, Carlos Santiago, Ernesto M. Morgado |
| 2023 | CHI | Assertiveness-based Agent Communication for a Personalized Medicine on Medical Imaging Diagnosis. | Francisco Maria Calisto, Joo Gabriel de Matos Fernandes, Margarida Morais, Carlos Santiago, Joo Maria Veigas Abrantes, Nuno Jardim Nunes, Jacinto C. Nascimento |
| 2023 | MICCAI | Global and Local Explanations for Skin Cancer Diagnosis Using Prototypes. | Carlos Santiago, Miguel Correia, Maria Rita Verdelho, Alceu Bissoto, Catarina Barata |
| 2021 | MICCAI | Improving the Explainability of Skin Cancer Diagnosis Using CBIR. | Catarina Barata, Carlos Santiago |
| 2020 | CVPR | How Important Is Each Dermoscopy Image? | Catarina Barata, Carlos Santiago |
| 2020 | ECAI | Unsupervised vehicle counting via multiple camera domain adaptation. | Luca Ciampi, Carlos Santiago, Joo Paulo Costeira, Claudio Gennaro, Giuseppe Amato |
| 2019 | CBMI | Video Analysis Based on Human Pose for Unsupervised Summarization and Retrieval. | Carlos Santiago, D. M. Alves, Beatriz Quintino Ferreira, Joo Carvalho, Alberto Messina, Joo Paulo Costeira |
| 2018 | ACIVS | Robust Feature Descriptors for Object Segmentation Using Active Shape Models. | Daniela O. Medley, Carlos Santiago, Jacinto C. Nascimento |
| 2018 | ICIP | Combining an Active Shape and Motion Models for Object Segmentation in Image Sequences. | Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques |
| 2017 | ICIP | Fast and accurate segmentation of the LV in MR volumes using a deformable model with dynamic programming. | Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques |
| 2016 | ICIP | A new robust active shape model formulation for cardiac MRI segmentation. | Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques |
| 2015 | IBPRIA | Robust 3D Active Shape Model for the Segmentation of the Left Ventricle in MRI. | Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques |
| 2014 | ICIP | A robust active shape model using an expectation-maximization framework. | Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques |
| 2013 | ICIP | 3D left ventricular segmentation in echocardiography using a probabilistic data association deformable model. | Carlos Santiago, Jacinto C. Nascimento, Jorge S. Marques |
| 2012 | ICPRAM | Robust Deformable Model for Segmenting the Left Ventricle in 3D Volumes of Ultrasound Data. | Carlos Santiago, Jorge S. Marques, Jacinto C. Nascimento |