Alberto Santamaría-Pang

According to our database1, Alberto Santamaría-Pang authored at least 32 papers between 2004 and 2024.

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

Timeline

Legend:

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Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Foundation Models for Biomedical Image Segmentation: A Survey.
CoRR, 2024

2023
3D-MIR: A Benchmark and Empirical Study on 3D Medical Image Retrieval in Radiology.
CoRR, 2023

Region-based Contrastive Pretraining for Medical Image Retrieval with Anatomic Query.
CoRR, 2023

Deep Labeling of fMRI Brain Networks.
CoRR, 2023

2022
Deep Labeling of fMRI Brain Networks Using Cloud Based Processing.
Proceedings of the Advances in Visual Computing - 17th International Symposium, 2022

2021
Adversarial Attacks with Time-Scale Representations.
CoRR, 2021

Emergent Symbolic Language Based Deep Medical Image Classification.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020
Emergent Languages from Pretrained Embeddings Characterize Latent Concepts in Dynamic Imagery.
Int. J. Semantic Comput., 2020

Symbolic Semantic Segmentation and Interpretation of COVID-19 Lung Infections in Chest CT volumes based on Emergent Languages.
CoRR, 2020

Towards Emergent Language Symbolic Semantic Segmentation and Model Interpretability.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Escell: Emergent Symbolic Cellular Language.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

From Symbols to Signals: Symbolic Variational Autoencoders.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Automated Phenotyping via Cell Auto Training (CAT) on the Cell DIVE Platform.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

A Learning Approach to Interactive Advertising.
Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019

Towards Semantic Action Analysis via Emergent Language.
Proceedings of the 2019 IEEE International Conference on Artificial Intelligence and Virtual Reality, 2019

2017
A computational study on convolutional feature combination strategies for grade classification in colon cancer using fluorescence microscopy data.
Proceedings of the Medical Imaging 2017: Digital Pathology, 2017

Blood vessel characterization using virtual 3D models and convolutional neural networks in fluorescence microscopy.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Robust single cell quantification of immune cell subtypes in histological samples.
Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

2016
Multi-channel algorithm for segmentation of tumor blood vessels using multiplexed image data.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015
Automatic Morphological Reconstruction of Neurons from Multiphoton and Confocal Microscopy Images Using 3D Tubular Models.
Neuroinformatics, 2015

Cell segmentation and classification by hierarchical supervised shape ranking.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014
Mapping for tissue based cytometry.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013
Highly multiplexed single-cell analysis of formalin-fixed, paraffin-embedded cancer tissue.
Proc. Natl. Acad. Sci. USA, 2013

Cell segmentation and classification via unsupervised shape ranking.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2012
Tissue segmentation and classification using graph-based unsupervised clustering.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2010
Functional Morphology Analysis of the Left Anterior Descending Coronary Artery in EBCT Images.
IEEE Trans. Biomed. Eng., 2010

Automated liver lesion characterization using fast kVp switching dual energy computed tomography imaging.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010

2008
Denoising for 3-D Photon-Limited Imaging Data Using Nonseparable Filterbanks.
IEEE Trans. Image Process., 2008

2007
Automatic Centerline Extraction of Irregular Tubular Structures Using Probability Volumes from Multiphoton Imaging.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

2006
Adaptive Frames-Based Denoising of Confocal Microscopy Data.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Automatic Reconstruction of Dendrite Morphology from Optical Section Stacks.
Proceedings of the Computer Vision Approaches to Medical Image Analysis, 2006

2004
Three-Dimensional Shape-Motion Analysis of the Left Anterior Descending Coronary Artery in EBCT Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004


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