Iván Macía

Orcid: 0000-0003-0448-7840

According to our database1, Iván Macía authored at least 34 papers between 2004 and 2023.

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

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
PDSS: A Pharmacological Decision Support System for Diabetics Patients with COVID-19.
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

2022
Automated anatomical labeling of a topologically variant abdominal arterial system via probabilistic hypergraph matching.
Medical Image Anal., 2022

Analysis of Potential Biases on Mammography Datasets for Deep Learning Model Development.
Proceedings of the Applications of Medical Artificial Intelligence, 2022

CADIA: A Success Story in Breast Cancer Diagnosis with Digital Pathology and AI Image Analysis.
Proceedings of the Applications of Medical Artificial Intelligence, 2022

Comparative Evaluation of Oversampling Techniques for Balancing Metabolic Profiles.
Proceedings of the 9th International Conference on Bioinformatics Research and Applications, 2022

2021
Unsupervised domain adaptation for the segmentation of breast tissue in mammography images.
Comput. Methods Programs Biomed., 2021

Fully Automatic Cardiac Segmentation And Quantification For Pulmonary Hypertension Analysis Using Mice Cine Mr Images.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020
MRI to CTA Translation for Pulmonary Artery Evaluation Using CycleGANs Trained with Unpaired Data.
Proceedings of the Thoracic Image Analysis - Second International Workshop, 2020

2019
Breast pectoral muscle segmentation in mammograms using a modified holistically-nested edge detection network.
Medical Image Anal., 2019

3D convolutional neural network for abdominal aortic aneurysm segmentation.
CoRR, 2019

Prediction of Failure of Induction of Labor from Ultrasound Images Using Radiomic Features.
Proceedings of the Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis, 2019

Abdominal Aortic Aneurysm Segmentation Using Convolutional Neural Networks Trained with Images Generated with a Synthetic Shape Model.
Proceedings of the Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting, 2019

Architecture for a Multimodal and Domain-Independent Clinical Decision Support System Software Development Kit.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

DESIREE DEMO - A Web-Based Software Ecosystem for the Personalized, Collaborative and Multidisciplinary Management of Primary Breast Cancer.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

Breast Cancer Digital Patient Model to Capture and Visualize Real World Data.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

2018
Fully automatic detection and segmentation of abdominal aortic thrombus in post-operative CTA images using Deep Convolutional Neural Networks.
Medical Image Anal., 2018

3D Pulmonary Artery Segmentation from CTA Scans Using Deep Learning with Realistic Data Augmentation.
Proceedings of the Image Analysis for Moving Organ, Breast, and Thoracic Images, 2018

Comparison of regularization techniques for DCNN-based abdominal aortic aneurysm segmentation.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017
DCNN-Based Automatic Segmentation and Quantification of Aortic Thrombus Volume: Influence of the Training Approach.
Proceedings of the Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis, 2017

Augmenting Guideline-based CDSS with Experts Knowledge.
Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017

2016
Standard and fenestrated endograft sizing in EVAR planning: Description and validation of a semi-automated 3D software.
Comput. Medical Imaging Graph., 2016

2015
Robust CT to US 3D-3D Registration by Using Principal Component Analysis and Kalman Filtering.
Proceedings of the Computational Methods and Clinical Applications for Spine Imaging, 2015

2012
Knowledge management in image-based analysis of blood vessel structures.
Knowl. Inf. Syst., 2012

Vascular Section Estimation in Medical Images Using Combined Feature Detection and Evolutionary Optimization.
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

2011
Detection of type II endoleaks in abdominal aortic aneurysms after endovascular repair.
Comput. Biol. Medicine, 2011

2010
Towards a Proposal for a Vessel Knowledge Representation Model.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010

Thrombus Volume Change Visualization after Endovascular Abdominal Aortic Aneurysm Repair.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

Hybrid Decision Support System for Endovascular Aortic Aneurysm Repair Follow-Up.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

2009
Stent Graft Change Detection After Endovascular Abdominal Aortic Aneurysm Repair.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2009

Segmentation of Abdominal Aortic Aneurysms in CT Images Using a Radial Model Approach.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2009

An Automatic Segmentation and Reconstruction of Mandibular Structures from CT-Data.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2009

2004
Computer-Aided Surgery based on Auto-Stereoscopic Augmented Reality.
Proceedings of the 8th International Conference on Information Visualisation, 2004

Application of Virtual Showcase Technologies in Real Scenarios: The Case of San Telmo Museum.
Proceedings of the 2004 Computer Graphics International (CGI 2004), 16-19 June 2004, 2004

Augmented reality based on auto-stereoscopic display for computer-aided surgery.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004


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