Filippo Molinari
Orcid: 0000-0003-1150-2244
According to our database1,
Filippo Molinari
authored at least 93 papers
between 2006 and 2024.
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Bibliography
2024
Multi-modality approaches for medical support systems: A systematic review of the last decade.
Inf. Fusion, March, 2024
cyto-Knet: An instance segmentation approach for multiple myeloma plasma cells using conditional kernels.
Int. J. Imaging Syst. Technol., January, 2024
2023
Deep neural network technique for automated detection of ADHD and CD using ECG signal.
Comput. Methods Programs Biomed., November, 2023
Deep learning approach for accurate prostate cancer identification and stratification using combined immunostaining of cytokeratin, p63, and racemase.
Comput. Medical Imaging Graph., October, 2023
Application of uncertainty quantification to artificial intelligence in healthcare: A review of last decade (2013-2023).
Comput. Biol. Medicine, October, 2023
Brain tumor detection and screening using artificial intelligence techniques: Current trends and future perspectives.
Comput. Biol. Medicine, September, 2023
EpilepsyNet: Novel automated detection of epilepsy using transformer model with EEG signals from 121 patient population.
Comput. Biol. Medicine, September, 2023
YOLOv5s-CAM: A Deep Learning Model for Automated Detection and Classification for Types of Intracranial Hematoma in CT Images.
IEEE Access, 2023
A Novel Attention-Based Model for Semantic Segmentation of Prostate Glands Using Histopathological Images.
IEEE Access, 2023
Can multiple segmentation methods enhance deep learning networks generalization? A novel hybrid learning paradigm.
Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023
Exploring the Impact of Learning Paradigms on Network Generalization: A Multi-Center IMT Study.
Proceedings of the 24th International Conference on Digital Signal Processing, 2023
2022
Integration of Deep Learning and Active Shape Models for More Accurate Prostate Segmentation in 3D MR Images.
J. Imaging, 2022
Novel Hypertrophic Cardiomyopathy Diagnosis Index Using Deep Features and Local Directional Pattern Techniques.
J. Imaging, 2022
Role of Four-Chamber Heart Ultrasound Images in Automatic Assessment of Fetal Heart: A Systematic Understanding.
Informatics, 2022
Feature-versus deep learning-based approaches for the automated detection of brain tumor with magnetic resonance images: A comparative study.
Int. J. Imaging Syst. Technol., 2022
Application of photoplethysmography signals for healthcare systems: An in-depth review.
Comput. Methods Programs Biomed., 2022
Application of explainable artificial intelligence for healthcare: A systematic review of the last decade (2011-2022).
Comput. Methods Programs Biomed., 2022
Carotid Ultrasound Boundary Study (CUBS): Technical considerations on an open multi-center analysis of computerized measurement systems for intima-media thickness measurement on common carotid artery longitudinal B-mode ultrasound scans.
Comput. Biol. Medicine, 2022
Comput. Biol. Medicine, 2022
Comput. Biol. Medicine, 2022
2021
Comput. Medical Imaging Graph., 2021
The impact of pre- and post-image processing techniques on deep learning frameworks: A comprehensive review for digital pathology image analysis.
Comput. Biol. Medicine, 2021
Automated detection of chronic kidney disease using image fusion and graph embedding techniques with ultrasound images.
Biomed. Signal Process. Control., 2021
A hybrid deep learning approach for gland segmentation in prostate histopathological images.
Artif. Intell. Medicine, 2021
2020
Automated detection of chronic kidney disease using higher-order features and elongated quinary patterns from B-mode ultrasound images.
Neural Comput. Appl., 2020
Stain Color Adaptive Normalization (SCAN) algorithm: Separation and standardization of histological stains in digital pathology.
Comput. Methods Programs Biomed., 2020
A novel hybrid approach for automated detection of retinal detachment using ultrasound images.
Comput. Biol. Medicine, 2020
Comput. Biol. Medicine, 2020
Comput. Biol. Medicine, 2020
Local Preserving Class Separation Framework to Identify Gestational Diabetes Mellitus Mother Using Ultrasound Fetal Cardiac Image.
IEEE Access, 2020
A two-dimensional clinical gait analysis protocol based on markerless recordings from a single RGB-Depth camera.
Proceedings of the 2020 IEEE International Symposium on Medical Measurements and Applications, 2020
Comparison of Histogram-based Textural Features between Cancerous and Normal Prostatic Tissue in Multiparametric Magnetic Resonance Images.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the CENTERIS 2020 - International Conference on ENTERprise Information Systems / ProjMAN 2020 - International Conference on Project MANagement / HCist 2020, 2020
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020
2019
Automatic discrimination of neoplastic epithelium and stromal response in breast carcinoma.
Comput. Biol. Medicine, 2019
Cascaded LSTM recurrent neural network for automated sleep stage classification using single-channel EEG signals.
Comput. Biol. Medicine, 2019
Automated plaque classification using computed tomography angiography and Gabor transformations.
Artif. Intell. Medicine, 2019
Non-invasive analysis of actinic keratosis using a cold stimulation and near-infrared spectroscopy.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Automatic Extraction of Dermatological Parameters from Nevi Using an Inexpensive Smartphone Microscope: A Proof of Concept.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
An efficient data mining framework for the characterization of symptomatic and asymptomatic carotid plaque using bidimensional empirical mode decomposition technique.
Medical Biol. Eng. Comput., 2018
Automated detection and classification of liver fibrosis stages using contourlet transform and nonlinear features.
Comput. Methods Programs Biomed., 2018
Optimized multi-level elongated quinary patterns for the assessment of thyroid nodules in ultrasound images.
Comput. Biol. Medicine, 2018
Automated localization and segmentation techniques for B-mode ultrasound images: A review.
Comput. Biol. Medicine, 2018
2017
Cerebrovascular pattern improved by ozone autohemotherapy: an entropy-based study on multiple sclerosis patients.
Medical Biol. Eng. Comput., 2017
2016
Decision support system for fatty liver disease using GIST descriptors extracted from ultrasound images.
Inf. Fusion, 2016
Application of wavelet techniques for cancer diagnosis using ultrasound images: A Review.
Comput. Biol. Medicine, 2016
2015
Computer-aided diagnosis of diabetic subjects by heart rate variability signals using discrete wavelet transform method.
Knowl. Based Syst., 2015
Ultrasound-based tissue characterization and classification of fatty liver disease: A screening and diagnostic paradigm.
Knowl. Based Syst., 2015
Empirical mode decomposition analysis of near-infrared spectroscopy muscular signals to assess the effect of physical activity in type 2 diabetic patients.
Comput. Biol. Medicine, 2015
Proceedings of the 2015 IEEE International Symposium on Medical Measurements and Applications, 2015
2014
A Selection and Reduction Approach for the Optimization of Ultrasound Carotid Artery Images Segmentation.
Proceedings of the Machine Learning in Healthcare Informatics, 2014
Feature Extraction by Quick Reduction Algorithm: Assessing the Neurovascular Pattern of Migraine Sufferers from NIRS Signals.
Proceedings of the Machine Learning in Healthcare Informatics, 2014
Dual Fuzzy-Snake model for IMT measurement in carotid ultrasound images of low- and high-risk patients.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
2013
Ovarian Tumor Characterization and Classification Using Ultrasound - A New Online Paradigm.
J. Digit. Imaging, 2013
Entropy analysis of muscular near-infrared spectroscopy (NIRS) signals during exercise programme of type 2 diabetic patients: Quantitative assessment of muscle metabolic pattern.
Comput. Methods Programs Biomed., 2013
Inter- and intra-observer variability analysis of completely automated cIMT measurement software (AtheroEdge™) and its benchmarking against commercial ultrasound scanner and expert Readers.
Comput. Biol. Medicine, 2013
Automated IMT estimation and BMI correlation using a low-quality carotid ultrasound image database from India.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Time and time-frequency analysis of near-infrared signals for the assessment of ozone autohemotherapy long-term effects in multiple sclerosis.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
Completely Automated Multiresolution Edge Snapper - A New Technique for an Accurate Carotid Ultrasound IMT Measurement: Clinical Validation and Benchmarking on a Multi-Institutional Database.
IEEE Trans. Image Process., 2012
Hypothesis Validation of Far-Wall Brightness in Carotid-Artery Ultrasound for Feature-Based IMT Measurement Using a Combination of Level-Set Segmentation and Registration.
IEEE Trans. Instrum. Meas., 2012
An Accurate and Generalized Approach to Plaque Characterization in 346 Carotid Ultrasound Scans.
IEEE Trans. Instrum. Meas., 2012
J. Medical Syst., 2012
Ultrasound IMT measurement on a multi-ethnic and multi-institutional database: Our review and experience using four fully automated and one semi-automated methods.
Comput. Methods Programs Biomed., 2012
ThyroScreen system: High resolution ultrasound thyroid image characterization into benign and malignant classes using novel combination of texture and discrete wavelet transform.
Comput. Methods Programs Biomed., 2012
Biomed. Signal Process. Control., 2012
Biomed. Signal Process. Control., 2012
Distal wall delineation using automated Dual Snake paradigm: A multi-center and multi-ethnic carotid ultrasound evaluation.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Carotid IMT variability (IMTV): Its design and validation in symptomatic vs. asymptomatic 142 Italian population.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Carotid far wall characterization using LBP, Laws' Texture Energy and wall variability: A novel class of Atheromatic systems.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Carotid ultrasound symptomatology using atherosclerotic plaque characterization: A class of Atheromatic systems.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Automated benign & malignant thyroid lesion characterization and classification in 3D contrast-enhanced ultrasound.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Completely automated robust edge snapper for carotid ultrasound IMT measurement on a multi-institutional database of 300 images.
Medical Biol. Eng. Comput., 2011
Inter-Greedy Technique for Fusion of Different Segmentation Strategies Leading to High-Performance Carotid IMT Measurement in Ultrasound Images.
J. Medical Syst., 2011
CAUDLES-EF: Carotid Automated Ultrasound Double Line Extraction System Using Edge Flow.
J. Digit. Imaging, 2011
Completely automated multiresolution edge snapper (CAMES): a new technique for an accurate carotid ultrasound IMT measurement and its validation on a multi-institutional database.
Proceedings of the Medical Imaging 2011: Image Processing, 2011
CARES: Completely Automated Robust Edge Snapper for carotid ultrasound IMT measurement on a multi-institutional database of 300 images: a two stage system combining an intensity-based feature approach with first order absolute moments.
Proceedings of the Medical Imaging 2011: Image Processing, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Automated high-performance cIMT measurement techniques using patented AtheroEdge™: A screening and home monitoring system.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
CARES 3.0: A two stage system combining feature-based recognition and edge-based segmentation for CIMT measurement on a multi-institutional ultrasound database of 300 images.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Time-Frequency Characterization of Cerebral Hemodynamics of Migraine Sufferers as Assessed by NIRS Signals.
EURASIP J. Adv. Signal Process., 2010
A state of the art review on intima-media thickness (IMT) measurement and wall segmentation techniques for carotid ultrasound.
Comput. Methods Programs Biomed., 2010
Automatic recognition and validation of the common carotid artery wall segmentation in 100 longitudinal ultrasound images: an integrated approach using feature selection, fitting and classification.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
2009
IEEE Trans. Instrum. Meas., 2009
IEEE Trans. Biomed. Eng., 2009
2008
Noise Estimation in Infrared Image Sequences: A Tool for the Quantitative Evaluation of the Effectiveness of Registration Algorithms.
IEEE Trans. Biomed. Eng., 2008
2007
Characterization of a Completely User-Independent Algorithm for Carotid Artery Segmentation in 2-D Ultrasound Images.
IEEE Trans. Instrum. Meas., 2007
2006
Electrical manifestations of muscle fatigue during concentric and eccentric isokinetic knee flexion-extension movements.
IEEE Trans. Biomed. Eng., 2006
User-independent Plaque Characterization and Accurate IMT Measurement of Carotid Artery Wall using Ultrasound.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Evaluation of feature-based registration in dynamic infrared imaging for breast cancer diagnosis.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006