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COVLIAS 3.0: cloud-based quantized hybrid UNet3+ deep learning for COVID-19 lesion detection in lung computed tomography.
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- Frontiers in Artificial Intelligence, 2024, p. 1, doi. 10.3389/frai.2024.1304483
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- Article
Structural Brain MR Imaging Alterations in Patients with Systemic Lupus Erythematosus with and without Neuropsychiatric Events.
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- American Journal of Neuroradiology, 2024, v. 45, n. 6, p. 802, doi. 10.3174/ajnr.A8200
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- Article
Photon-Counting Computed Tomography in Atherosclerotic Plaque Characterization.
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- Diagnostics (2075-4418), 2024, v. 14, n. 11, p. 1065, doi. 10.3390/diagnostics14111065
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- Article
UltraAIGenomics: Artificial Intelligence-Based Cardiovascular Disease Risk Assessment by Fusion of Ultrasound-Based Radiomics and Genomics Features for Preventive, Personalized and Precision Medicine: A Narrative Review.
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- Reviews in Cardiovascular Medicine, 2024, v. 25, n. 5, p. 1, doi. 10.31083/j.rcm2505184
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- Article
GeneAI 3.0: powerful, novel, generalized hybrid and ensemble deep learning frameworks for miRNA species classification of stationary patterns from nucleotides.
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- Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-56786-9
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- Article
Effect of late gadolinium enhancement on left atrial impairment in myocarditis patients.
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- European Radiology, 2024, v. 34, n. 3, p. 1846, doi. 10.1007/s00330-023-10176-3
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- Article
Artificial intelligence bias in medical system designs: a systematic review.
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- Multimedia Tools & Applications, 2024, v. 83, n. 6, p. 18005, doi. 10.1007/s11042-023-16029-x
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- Article
Impact of corpus callosum integrity on functional interhemispheric connectivity and cognition in healthy subjects.
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- Brain Imaging & Behavior, 2024, v. 18, n. 1, p. 141, doi. 10.1007/s11682-023-00814-1
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- Article
Atrial and Ventricular Strain Imaging Using CMR in the Prediction of Ventricular Arrhythmia in Patients with Myocarditis.
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- Journal of Clinical Medicine, 2024, v. 13, n. 3, p. 662, doi. 10.3390/jcm13030662
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- Article
Artificial Intelligence in the Differential Diagnosis of Cardiomyopathy Phenotypes.
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- Diagnostics (2075-4418), 2024, v. 14, n. 2, p. 156, doi. 10.3390/diagnostics14020156
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- Article
Correlation of Cognitive Reappraisal and the Microstructural Properties of the Forceps Minor: A Deductive Exploratory Diffusion Tensor Imaging Study.
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- Brain Topography, 2024, v. 37, n. 1, p. 63, doi. 10.1007/s10548-023-01020-4
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- Article
Deep Learning Paradigm and Its Bias for Coronary Artery Wall Segmentation in Intravascular Ultrasound Scans: A Closer Look.
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- Journal of Cardiovascular Development & Disease (JCDD), 2023, v. 10, n. 12, p. 485, doi. 10.3390/jcdd10120485
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- Publication type:
- Article
DermAI 1.0: A Robust, Generalized, and Novel Attention-Enabled Ensemble-Based Transfer Learning Paradigm for Multiclass Classification of Skin Lesion Images.
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- Diagnostics (2075-4418), 2023, v. 13, n. 19, p. 3159, doi. 10.3390/diagnostics13193159
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- Article
Application of multi-spectral CT imaging in Crohn's disease: a systematic review.
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- Acta Radiologica, 2023, v. 64, n. 8, p. 2347, doi. 10.1177/02841851231170849
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- Publication type:
- Article
Prediction of O-6-methylguanine-DNA methyltransferase and overall survival of the patients suffering from glioblastoma using MRI-based hybrid radiomics signatures in machine and deep learning framework.
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- Neural Computing & Applications, 2023, v. 35, n. 18, p. 13647, doi. 10.1007/s00521-023-08405-3
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- Article
Artificial Intelligence Applications in Cardiovascular Magnetic Resonance Imaging: Are We on the Path to Avoiding the Administration of Contrast Media?
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- Diagnostics (2075-4418), 2023, v. 13, n. 12, p. 2061, doi. 10.3390/diagnostics13122061
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- Publication type:
- Article
Attention-Enabled Ensemble Deep Learning Models and Their Validation for Depression Detection: A Domain Adoption Paradigm.
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- Diagnostics (2075-4418), 2023, v. 13, n. 12, p. 2092, doi. 10.3390/diagnostics13122092
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- Article
Role of Ensemble Deep Learning for Brain Tumor Classification in Multiple Magnetic Resonance Imaging Sequence Data.
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- Diagnostics (2075-4418), 2023, v. 13, n. 3, p. 481, doi. 10.3390/diagnostics13030481
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- Publication type:
- Article
A novel genetic algorithm-based approach for compression and acceleration of deep learning convolution neural network: an application in computer tomography lung cancer data.
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- Neural Computing & Applications, 2022, v. 34, n. 23, p. 20915, doi. 10.1007/s00521-022-07567-w
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- Article
The restoring of interhemispheric brain connectivity following carotid endarterectomy: an exploratory observational study.
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- Brain Imaging & Behavior, 2022, v. 16, n. 5, p. 2037, doi. 10.1007/s11682-022-00674-1
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- Article
Attention-Based UNet Deep Learning Model for Plaque Segmentation in Carotid Ultrasound for Stroke Risk Stratification: An Artificial Intelligence Paradigm.
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- Journal of Cardiovascular Development & Disease (JCDD), 2022, v. 9, n. 10, p. 326, doi. 10.3390/jcdd9100326
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- Publication type:
- Article
Multicenter Study on COVID-19 Lung Computed Tomography Segmentation with varying Glass Ground Opacities using Unseen Deep Learning Artificial Intelligence Paradigms: COVLIAS 1.0 Validation.
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- Journal of Medical Systems, 2022, v. 46, n. 10, p. 1, doi. 10.1007/s10916-022-01850-y
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- Publication type:
- Article
Segmentation-Based Classification Deep Learning Model Embedded with Explainable AI for COVID-19 Detection in Chest X-ray Scans.
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- Diagnostics (2075-4418), 2022, v. 12, n. 9, p. N.PAG, doi. 10.3390/diagnostics12092132
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- Publication type:
- Article
Brain Tumor Characterization Using Radiogenomics in Artificial Intelligence Framework.
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- Cancers, 2022, v. 14, n. 16, p. 4052, doi. 10.3390/cancers14164052
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- Article
Applications of Artificial Intelligence in Vascular Diseases.
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- Angiology, 2022, v. 73, n. 7, p. 597, doi. 10.1177/00033197221087779
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- Article
Human activity recognition in artificial intelligence framework: a narrative review.
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- Artificial Intelligence Review, 2022, v. 55, n. 6, p. 4755, doi. 10.1007/s10462-021-10116-x
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- Publication type:
- Article
Deep Learning Paradigm for Cardiovascular Disease/Stroke Risk Stratification in Parkinson's Disease Affected by COVID-19: A Narrative Review.
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- Diagnostics (2075-4418), 2022, v. 12, n. 7, p. N.PAG, doi. 10.3390/diagnostics12071543
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- Publication type:
- Article
The emerging role of atrial strain assessed by cardiac MRI in different cardiovascular settings: an up-to-date review.
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- European Radiology, 2022, v. 32, n. 7, p. 4384, doi. 10.1007/s00330-022-08598-6
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- Article
Role of Artificial Intelligence in Radiogenomics for Cancers in the Era of Precision Medicine.
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- Cancers, 2022, v. 14, n. 12, p. 2860, doi. 10.3390/cancers14122860
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- Article
COVLIAS 2.0-cXAI: Cloud-Based Explainable Deep Learning System for COVID-19 Lesion Localization in Computed Tomography Scans.
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- Diagnostics (2075-4418), 2022, v. 12, n. 6, p. 1482, doi. 10.3390/diagnostics12061482
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- Publication type:
- Article
COVLIAS 1.0 Lesion vs. MedSeg: An Artificial Intelligence Framework for Automated Lesion Segmentation in COVID-19 Lung Computed Tomography Scans.
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- Diagnostics (2075-4418), 2022, v. 12, n. 5, p. N.PAG, doi. 10.3390/diagnostics12051283
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- Publication type:
- Article
Cardiovascular/Stroke Risk Stratification in Parkinson's Disease Patients Using Atherosclerosis Pathway and Artificial Intelligence Paradigm: A Systematic Review.
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- Metabolites (2218-1989), 2022, v. 12, n. 4, p. N.PAG, doi. 10.3390/metabo12040312
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- Article
Role of imaging in rare COVID-19 vaccine multiorgan complications.
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- Insights into Imaging, 2022, v. 13, n. 1, p. 1, doi. 10.1186/s13244-022-01176-w
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- Article
Four Types of Multiclass Frameworks for Pneumonia Classification and Its Validation in X-ray Scans Using Seven Types of Deep Learning Artificial Intelligence Models.
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- Diagnostics (2075-4418), 2022, v. 12, n. 3, p. 652, doi. 10.3390/diagnostics12030652
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- Publication type:
- Article
A Powerful Paradigm for Cardiovascular Risk Stratification Using Multiclass, Multi-Label, and Ensemble-Based Machine Learning Paradigms: A Narrative Review.
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- Diagnostics (2075-4418), 2022, v. 12, n. 3, p. 722, doi. 10.3390/diagnostics12030722
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- Publication type:
- Article
The mid-term effects of carotid endarterectomy on cognition and regional neural activity analyzed with the amplitude of low frequency fluctuations technique.
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- Neuroradiology, 2022, v. 64, n. 3, p. 531, doi. 10.1007/s00234-021-02815-7
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- Publication type:
- Article
Correction to: The mid-term effects of carotid endarterectomy on cognition and regional neural activity analyzed with the amplitude of low frequency fluctuations technique.
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- 2022
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- Publication type:
- Correction Notice
Identifying the Vulnerable Carotid Atherosclerotic Plaque in Patients With Asymptomatic Carotid Stenosis.
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- 2022
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- Publication type:
- Editorial
Automated deep learning-based paradigm for high-risk plaque detection in B-mode common carotid ultrasound scans: an asymptomatic Japanese cohort study.
- Published in:
- International Angiology, 2022, v. 41, n. 1, p. 9, doi. 10.23736/S0392-9590.21.04771-4
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- Publication type:
- Article
Cardiovascular disease detection using machine learning and carotid/femoral arterial imaging frameworks in rheumatoid arthritis patients.
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- Rheumatology International, 2022, v. 42, n. 2, p. 215, doi. 10.1007/s00296-021-05062-4
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- Publication type:
- Article
Bias Investigation in Artificial Intelligence Systems for Early Detection of Parkinson's Disease: A Narrative Review.
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- Diagnostics (2075-4418), 2022, v. 12, n. 1, p. 166, doi. 10.3390/diagnostics12010166
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- Publication type:
- Article
Unseen Artificial Intelligence—Deep Learning Paradigm for Segmentation of Low Atherosclerotic Plaque in Carotid Ultrasound: A Multicenter Cardiovascular Study.
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- Diagnostics (2075-4418), 2021, v. 11, n. 12, p. 2257, doi. 10.3390/diagnostics11122257
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- Publication type:
- Article
COVLIAS 1.0 vs. MedSeg: Artificial Intelligence-Based Comparative Study for Automated COVID-19 Computed Tomography Lung Segmentation in Italian and Croatian Cohorts.
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- Diagnostics (2075-4418), 2021, v. 11, n. 12, p. 2367, doi. 10.3390/diagnostics11122367
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- Publication type:
- Article
Inter-Variability Study of COVLIAS 1.0: Hybrid Deep Learning Models for COVID-19 Lung Segmentation in Computed Tomography.
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- Diagnostics (2075-4418), 2021, v. 11, n. 11, p. 2025, doi. 10.3390/diagnostics11112025
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- Publication type:
- Article
Ten Fast Transfer Learning Models for Carotid Ultrasound Plaque Tissue Characterization in Augmentation Framework Embedded with Heatmaps for Stroke Risk Stratification.
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- Diagnostics (2075-4418), 2021, v. 11, n. 11, p. 2109, doi. 10.3390/diagnostics11112109
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- Publication type:
- Article
Role of artificial intelligence in cardiovascular risk prediction and outcomes: comparison of machine-learning and conventional statistical approaches for the analysis of carotid ultrasound features and intra-plaque neovascularization.
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- International Journal of Cardiovascular Imaging, 2021, v. 37, n. 11, p. 3145, doi. 10.1007/s10554-021-02294-0
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- Publication type:
- Article
Whole-Body MRI in Rheumatology: Major Advances and Future Perspectives.
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- Diagnostics (2075-4418), 2021, v. 11, n. 10, p. 1770, doi. 10.3390/diagnostics11101770
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- Publication type:
- Article
CT findings of COVID-19 pneumonia in ICU-patients.
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- Journal of Public Health Research, 2021, v. 10, n. 4, p. 169, doi. 10.4081/jphr.2021.2270
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- Article
The association between white matter hyperintensities, cognition and regional neural activity in healthy subjects.
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- European Journal of Neuroscience, 2021, v. 54, n. 4, p. 5427, doi. 10.1111/ejn.15403
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- Publication type:
- Article
COVLIAS 1.0: Lung Segmentation in COVID-19 Computed Tomography Scans Using Hybrid Deep Learning Artificial Intelligence Models.
- Published in:
- Diagnostics (2075-4418), 2021, v. 11, n. 8, p. 1405, doi. 10.3390/diagnostics11081405
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- Article