Scalable Interfaces to Support Program Comprehension. - Wayne Citrin; Carlos Santiago; Benjamin G. Zorn (WPC, 1996)

Incorporating Fisheyeing into a Visual Programming Environment. - Wayne Citrin; Carlos Santiago (VL, 1996)

Planning a urban Radio over Fibre network. - Carlos Santiago; Bodhisattwa Gangopadhyay; João Pedro 001 (EUROCON, 2011)

Robust Deformable Model for Segmenting the Left Ventricle in 3D Volumes of Ultrasound Data. - Carlos Santiago; Jorge S. Marques; Jacinto C. Nascimento (ICPRAM (1), 2012)

Performance evaluation of point matching algorithms for left ventricle motion analysis in MRI. - Carlos Santiago; Jacinto C. Nascimento; Jorge S. Marques (EMBC, 2013)

3D left ventricular segmentation in echocardiography using a probabilistic data association deformable model. - Carlos Santiago; Jacinto C. Nascimento; Jorge S. Marques (ICIP, 2013)

Non-rigid Object Segmentation Using Robust Active Shape Models. - Carlos Santiago; Jacinto C. Nascimento; Jorge S. Marques (AMDO, 2014)

A robust active shape model using an expectation-maximization framework. - Carlos Santiago; Jacinto C. Nascimento; Jorge S. Marques (ICIP, 2014)

Segmentation of the left ventricle in cardiac MRI using a probabilistic data association active shape model. - Carlos Santiago; Jacinto C. Nascimento; Jorge S. Marques (EMBC, 2015)

Robust 3D Active Shape Model for the Segmentation of the Left Ventricle in MRI. - Carlos Santiago; Jacinto C. Nascimento; Jorge S. Marques (IbPRIA, 2015)

2D Segmentation Using a Robust Active Shape Model With the EM Algorithm. - Carlos Santiago; Jacinto C. Nascimento; Jorge S. Marques (IEEE Trans. Image Process., 2015)

Automatic 3-D Segmentation of Endocardial Border of the Left Ventricle From Ultrasound Images. - Carlos Santiago; Jacinto C. Nascimento; Jorge S. Marques (IEEE J. Biomed. Health Informatics, 2015)

A new robust active shape model formulation for cardiac MRI segmentation. - Carlos Santiago; Jacinto C. Nascimento; Jorge S. Marques (ICIP, 2016)

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 (ICIP, 2017)

A new ASM framework for left ventricle segmentation exploring slice variability in cardiac MRI volumes. - Carlos Santiago; Jacinto C. Nascimento; Jorge S. Marques (Neural Comput. Appl., 2017)

Robust Feature Descriptors for Object Segmentation Using Active Shape Models. - Daniela O. Medley; Carlos Santiago; Jacinto C. Nascimento (ACIVS, 2018)

Combining an Active Shape and Motion Models for Object Segmentation in Image Sequences. - Carlos Santiago; Jacinto C. Nascimento; Jorge S. Marques (ICIP, 2018)

Fast segmentation of the left ventricle in cardiac MRI using dynamic programming. - Carlos Santiago; Jacinto C. Nascimento; Jorge S. Marques (Comput. Methods Programs Biomed., 2018)

Video Analysis Based on Human Pose for Unsupervised Summarization and Retrieval. - Carlos Santiago; D. M. Alves; Beatriz Quintino Ferreira; João Carvalho 002; Alberto Messina; João Paulo Costeira (CBMI, 2019)

Segmenting The Left Ventricle In Cardiac In Cardiac MRI: From Handcrafted To Deep Region Based Descriptors. - Daniela O. Medley; Carlos Santiago; Jacinto C. Nascimento (ISBI, 2019)

How Important Is Each Dermoscopy Image? - Catarina Barata; Carlos Santiago (CVPR Workshops, 2020)

Unsupervised vehicle counting via multiple camera domain adaptation. - Luca Ciampi; Carlos Santiago; João Paulo Costeira; Claudio Gennaro; Giuseppe Amato 001 (NeHuAI@ECAI, 2020)

Accelerating Message Propagation in Blockchain Networks. - Carlos Santiago; Choonhwa Lee (ICTC, 2020)

Deep Active Shape Model for Robust Object Fitting. - Daniela O. Medley; Carlos Santiago; Jacinto C. Nascimento (IEEE Trans. Image Process., 2020)

Improving the Explainability of Skin Cancer Diagnosis Using CBIR. - Catarina Barata; Carlos Santiago (MICCAI (3), 2021)

MuCAI'21: 2nd ACM Multimedia Workshop on Multimodal Conversational AI. - João Magalhães; Alexander G. Hauptmann; Ricardo Gamelas Sousa; Carlos Santiago (ACM Multimedia, 2021)

iFetch: Multimodal Conversational Agents for the Online Fashion Marketplace. - Ricardo Gamelas Sousa; Pedro Miguel Ferreira; Pedro Moreira Costa; Pedro Azevedo; João Paulo Costeira; Carlos Santiago; João Magalhães; David Semedo; Rafael Ferreira 003; Alexander I. Rudnicky; Alexander G. Hauptmann (MuCAI @ ACM Multimedia, 2021)

Traffic Density Estimation via Unsupervised Domain Adaptation (Discussion Paper). - Luca Ciampi; Carlos Santiago; João Paulo Costeira; Claudio Gennaro; Giuseppe Amato 001 (SEBD, 2021)

Domain Adaptation for Traffic Density Estimation. - Luca Ciampi; Carlos Santiago; João Paulo Costeira; Claudio Gennaro; Giuseppe Amato 001 (VISIGRAPP (5: VISAPP), 2021)

Concordia: A Streamlined Consensus Protocol for Blockchain Networks. - Carlos Santiago; Shuyang Ren; Choonhwa Lee; Minsoo Ryu (IEEE Access, 2021)

Introduction of human-centric AI assistant to aid radiologists for multimodal breast image classification. - Francisco Maria Calisto; Carlos Santiago; Nuno Nunes 001; Jacinto C. Nascimento (Int. J. Hum. Comput. Stud., 2021)

LOW: Training deep neural networks by learning optimal sample weights. - Carlos Santiago; Catarina Barata; Michele Sasdelli; Gustavo Carneiro 001; Jacinto C. Nascimento (Pattern Recognit., 2021)

A Multi-Rater Benchmark for Perineuronal Nets Detection and Counting in Fluorescence Microscopy Images. - Luca Ciampi; Fabio Carrara; Valentino Totaro; Raffaele Mazziotti; Leonardo Lupori; Carlos Santiago; Giuseppe Amato 001; Tommaso Pizzorusso; Claudio Gennaro (Zenodo, 2021)

BreastScreening-AI: Evaluating medical intelligent agents for human-AI interactions. - Francisco Maria Calisto; Carlos Santiago; Nuno Nunes 001; Jacinto C. Nascimento (Artif. Intell. Medicine, 2022)

Prediction of Antileishmanial Compounds: General Model, Preparation, and Evaluation of 2-Acylpyrrole Derivatives. - Carlos Santiago; Bernabé Ortega-Tenezaca; Iratxe Barbolla; Brenda Fundora-Ortiz; Sonia Arrasate; María Auxiliadora Dea-Ayuela; Humberto González Díaz; Nuria Sotomayor; Esther Lete (J. Chem. Inf. Model., 2022)

Learning to count biological structures with raters' uncertainty. - Luca Ciampi; Fabio Carrara; Valentino Totaro; Raffaele Mazziotti; Leonardo Lupori; Carlos Santiago; Giuseppe Amato 001; Tommaso Pizzorusso; Claudio Gennaro (Medical Image Anal., 2022)

CyCoSeg: A Cyclic Collaborative Framework for Automated Medical Image Segmentation. - Daniela O. Medley; Carlos Santiago; Jacinto C. Nascimento (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Model-Agnostic Temporal Regularizer for Object Localization Using Motion Fields. - Carlos Santiago; Daniela O. Medley; Jorge S. Marques; Jacinto C. Nascimento (IEEE Trans. Image Process., 2022)

Night and Day Instance Segmented Park (NDISPark) Dataset: a Collection of Images taken by Day and by Night for Vehicle Detection, Segmentation and Counting in Parking Areas. - Luca Ciampi; Carlos Santiago; João Paulo Costeira; Claudio Gennaro; Giuseppe Amato 001 (Zenodo, 2022)

Assertiveness-based Agent Communication for a Personalized Medicine on Medical Imaging Diagnosis. - Francisco Maria Calisto; João Gabriel de Matos Fernandes; Margarida Morais; Carlos Santiago; João Maria Veigas Abrantes; Nuno Jardim Nunes; Jacinto C. Nascimento (CHI, 2023)

Unsupervised Domain Adaptation for Video Violence Detection in the Wild. - Luca Ciampi; Carlos Santiago; João Paulo Costeira; Fabrizio Falchi; Claudio Gennaro; Giuseppe Amato 001 (IMPROVE, 2023)

Weakly-Supervised Diagnosis and Detection of Breast Cancer Using Deep Multiple Instance Learning. - Pedro Diogo; Margarida Morais; Francisco Maria Calisto; Carlos Santiago; Clara Aleluia; Jacinto C. Nascimento (ISBI, 2023)

Convolutional Siamese Networks for Myocardial Lesion Classification in T1 Maps. - Mac Golub; Carlos Santiago; C. Baleia; Pedro Lopes 001; Alfredo Ferreira; Rita Gouveia Nunes; Jacinto C. Nascimento (ISBI, 2023)

Classification of Breast Cancer in Mri with Multimodal Fusion. - Margarida Morais; Francisco Maria Calisto; Carlos Santiago; Clara Aleluia; Jacinto C. Nascimento (ISBI, 2023)

Global and Local Explanations for Skin Cancer Diagnosis Using Prototypes. - Carlos Santiago; Miguel Correia 001; Maria Rita Verdelho; Alceu Bissoto; Catarina Barata (ISIC/Care-AI/MedAGI/DeCaF@MICCAI, 2023)

Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis. - D. J. Araújo; Maria Rita Verdelho; Alceu Bissoto; J. C. Nascimento; Carlos Santiago; Catarina Barata (CVPR Workshops, 2024)

Using Counterfactual Information for Breast Classification Diagnosis. - Miguel Cardoso; Carlos Santiago; Jacinto C. Nascimento (CVPR Workshops, 2024)

3D Human Pose Estimation with Occlusions: Introducing BlendMimic3D Dataset and GCN Refinement. - Filipa Lino; Carlos Santiago; Manuel Marques (CVPR Workshops, 2024)

Tracking and Counting Apples in Orchards Under Intermittent Occlusions and Low Frame Rates. - Gonçalo P. Matos; Carlos Santiago; João Paulo Costeira; Ricardo L. Saldanha; Ernesto M. Morgado (CVPR Workshops, 2024)

MMIST-ccRCC: A Real World Medical Dataset for the Development of Multi-Modal Systems. - Tiago Mota; Maria Rita Verdelho; Diogo J. Araújo; Alceu Bissoto; Carlos Santiago; Catarina Barata (CVPR Workshops, 2024)

An Apple Counting System Robust to Multiple Intermittent Occlusions. - 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 (EPIA (1), 2024)

XAI for Skin Cancer Detection with Prototypes and Non-Expert Supervision. - Miguel Correia 001; Alceu Bissoto; Carlos Santiago; Catarina Barata (CoRR, 2024)

Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical Diagnosis. - Diogo J. Araújo; Maria Rita Verdelho; Alceu Bissoto; Jacinto C. Nascimento; Carlos Santiago; Catarina Barata (CoRR, 2024)

MMIST-ccRCC: A Real World Medical Dataset for the Development of Multi-Modal Systems. - Tiago Mota; Maria Rita Verdelho; Alceu Bissoto; Carlos Santiago; Catarina Barata (CoRR, 2024)

In the Wild Video Violence Detection: An Unsupervised Domain Adaptation Approach. - Luca Ciampi; Carlos Santiago; Fabrizio Falchi; Claudio Gennaro; Giuseppe Amato 001 (SN Comput. Sci., 2024)

Continual Deep Active Learning for Medical Imaging: Replay-Based Architecture for Context Adaptation. - Rui Daniel; Maria Rita Verdelho; Catarina Barata; Carlos Santiago (IbPRIA (2), 2025)

Personalized explanations for clinician-AI interaction in breast imaging diagnosis by adapting communication to expertise levels. - Francisco Maria Calisto; João Maria Veigas Abrantes; Carlos Santiago; Nuno Jardim Nunes; Jacinto C. Nascimento (Int. J. Hum. Comput. Stud., 2025)

Continual Deep Active Learning for Medical Imaging: Replay-Base Architecture for Context Adaptation. - Rui Daniel; Maria Rita Verdelho; Catarina Barata; Carlos Santiago (CoRR, 2025)

The Role of Graph-based MIL and Interventional Training in the Generalization of WSI Classifiers. - Rita Pereira; Maria Rita Verdelho; Catarina Barata; Carlos Santiago (CoRR, 2025)

Benchmarking 3D Human Pose Estimation Models Under Occlusions. - Filipa Lino; Carlos Santiago; Manuel Marques (CoRR, 2025)