Alessandro Crimi

Orcid: 0000-0001-5397-6363

According to our database1, Alessandro Crimi authored at least 27 papers between 2009 and 2024.

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

Timeline

Legend:

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Bibliography

2024
Synergistic eigenanalysis of covariance and Hessian matrices for enhanced binary classification.
CoRR, 2024

2023
Establishing Trust in ChatGPT BioMedical Generated Text: An Ontology-Based Knowledge Graph to Validate Disease-Symptom Links.
CoRR, 2023

Style Transfer Between Microscopy and Magnetic Resonance Imaging Via Generative Adversarial Network in Small Sample Size Settings.
Proceedings of the IEEE International Conference on Image Processing, 2023

Resting State Brain Connectivity Analysis from EEG and FNIRS Signals.
Proceedings of the Computational Science - ICCS 2023, 2023

Impact of the Pre-processing and Balancing of EEG Data on the Performance of Graph Neural Network for Epileptic Seizure Classification.
Proceedings of the Artificial Intelligence and Soft Computing, 2023

3D Reconstructions of Brain from MRI Scans Using Neural Radiance Fields.
Proceedings of the Artificial Intelligence and Soft Computing, 2023

2022
Bayesian Filtered Generation of Post-surgical Brain Connectomes on Tumor Patients.
Proceedings of the Imaging Systems for GI Endoscopy, and Graphs in Biomedical Image Analysis, 2022

2021
Structurally constrained effective brain connectivity.
NeuroImage, 2021

Classification and Generation of Microscopy Images with Plasmodium Falciparum via Artificial Neural Networks Using Low Cost Settings.
Proceedings of the Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health, 2021

2019
Spreading Model for Patients with Parkinson's Disease Based on Connectivity Differences.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge.
CoRR, 2018

Multi-stage Association Analysis of Glioblastoma Gene Expressions with Texture and Spatial Patterns.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

Relating connectivity changes in brain networks to genetic information in Alzheimer patients.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017
Connectome of Autistic Brains, Global Versus Local Characterization.
Proceedings of the Connectomics in NeuroImaging - First International Workshop, 2017

Case-control discrimination through effective brain connectivity.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

2016
Automatic Measurement of Venous Pressure Using B-Mode Ultrasound.
IEEE Trans. Biomed. Eng., 2016

Effective Brain Connectivity Through a Constrained Autoregressive Model.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Topological Measures of Connectomics for Low Grades Glioma.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2016

2015
Brain Lesions, Introduction.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2015

Segmentation of ultrasound images of fetal anatomic structures using random forest for low-cost settings.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Automatic fetal measurements for low-cost settings by using Local Phase Bone detection.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Vessel tracking for ultrasound-based venous pressure measurement.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013
Multiple sclerosis lesions evolution in patients with clinically isolated syndrome.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

Semi-automatic classification of lesion patterns in patients with clinically isolated syndrome.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2012
A Bayesian Framework for Automated Cardiovascular Risk Scoring on Standard Lumbar Radiographs.
IEEE Trans. Medical Imaging, 2012

2011
Maximum a Posteriori Estimation of Linear Shape Variation With Application to Vertebra and Cartilage Modeling.
IEEE Trans. Medical Imaging, 2011

2009
Bayes estimation of shape model with application to vertebrae boundaries.
Proceedings of the Medical Imaging 2009: Image Processing, 2009


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