Paolo Gargiulo
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View article: Development and Mechanical Testing of Synthetic 3D-Printed Models of Healthy and Metastatic Vertebrae
Development and Mechanical Testing of Synthetic 3D-Printed Models of Healthy and Metastatic Vertebrae Open
Experimental characterisation of ex vivo specimens is limited by specimen availability and high costs, whereas 3D printing provides a cost-effective alternative for producing multiple replicas. This study aimed to develop a methodology for…
View article: 2<sup>nd</sup> Congress on Motion Sickness, August 12<sup>th</sup>- 15<sup>th</sup>2025, Akureyri, Iceland
2<sup>nd</sup> Congress on Motion Sickness, August 12<sup>th</sup>- 15<sup>th</sup>2025, Akureyri, Iceland Open
Relevance of motion sickness Motion sickness, in all its forms, remains a universal human challenge. Whether it is seasickness that plagued the Vikings as they crossed the North Atlantic, carsickness affecting millions of daily commuters, …
View article: An Explainable Radiomics-Based Classification Model for Sarcoma Diagnosis
An Explainable Radiomics-Based Classification Model for Sarcoma Diagnosis Open
Objective: This study introduces an explainable, radiomics-based machine learning framework for the automated classification of sarcoma tumors using MRI. The approach aims to empower clinicians, reducing dependence on subjective image inte…
View article: Feature Selection in Healthcare Datasets: Towards a Generalizable Solution
Feature Selection in Healthcare Datasets: Towards a Generalizable Solution Open
The proposed ensemble FS method retains selected features essential for distinguishing clinical outcomes, leading to models that are both computationally efficient and clinically interpretable. Furthermore, the adaptability of this method …
View article: Exploring dynamic alpha band connectivity in Parkinson’s disease: A novel approach to postural control assessment using the BioVRSea paradigm
Exploring dynamic alpha band connectivity in Parkinson’s disease: A novel approach to postural control assessment using the BioVRSea paradigm Open
Purpose: Parkinson’s Disease (PD) is a neurological disorder characterized by impaired postural control (PC) and balance issues. To date, few studies have explored the relationship between brain activity and responses during specific tasks…
View article: Compensation for balance disorders: analysis of this multifactorial process
Compensation for balance disorders: analysis of this multifactorial process Open
The European Society for Clinical Evaluation of Balance Disorders (ESCEBD), based in Nancy, France, has been meeting yearly since 2005 to discuss equilibrium-related themes that are not yet clearly defined or standardized. One of our lates…
View article: A computational 3D analysis for assessing bone remodeling following total hip arthroplasty: a longitudinal study spanning six years
A computational 3D analysis for assessing bone remodeling following total hip arthroplasty: a longitudinal study spanning six years Open
Objectives This study aimed to enhance the comprehension of volumetric bone mineral density (vBMD) changes following Total Hip Arthroplasty (THA) by establishing a protocol to (i) precisely locate alterations in the proximal femur in three…
View article: Toward New Assessment in Sarcoma Identification and Grading Using Artificial Intelligence Techniques
Toward New Assessment in Sarcoma Identification and Grading Using Artificial Intelligence Techniques Open
Background/Objectives: Sarcomas are a rare and heterogeneous group of malignant tumors, which makes early detection and grading particularly challenging. Diagnosis traditionally relies on expert visual interpretation of histopathological b…
View article: Assessing Brain Network Dynamics During Postural Control Task Using EEG Microstates
Assessing Brain Network Dynamics During Postural Control Task Using EEG Microstates Open
The ability to maintain our body's balance and stability in space is crucial for performing daily activities. Effective postural control (PC) strategies rely on integrating visual, vestibular, and proprioceptive sensory inputs. While neuro…
View article: Advancing Meibography Assessment and Automated Meibomian Gland Detection Using Gray Value Profiles
Advancing Meibography Assessment and Automated Meibomian Gland Detection Using Gray Value Profiles Open
Objective: This study introduces a novel method for the automated detection and quantification of meibomian gland morphology using gray value distribution profiles. The approach addresses limitations in traditional manual and deep learning…
View article: Exploring dynamic alpha band connectivity in Parkinson’s disease: A novel approach to postural control assessment using the BioVRSea paradigm
Exploring dynamic alpha band connectivity in Parkinson’s disease: A novel approach to postural control assessment using the BioVRSea paradigm Open
Objective Parkinson’s Disease (PD) is a neurological disorder characterized by impaired postural control (PC) and balance issues. To date, few studies have explored the relationship between brain activity and responses during specific task…
View article: Padua Days on Muscle and Mobility Medicine, March 25-29, 2025, Hotel Petrarca, Euganean Thermae, Italy: Program and Abstracts
Padua Days on Muscle and Mobility Medicine, March 25-29, 2025, Hotel Petrarca, Euganean Thermae, Italy: Program and Abstracts Open
Medium-sized scientific conferences held in hotels large enough to accommodate all participants increase opportunities for constructive discussion during breaks, and for evenings that bring together young and senior experts of basic scienc…
View article: Phase slips extracted from derivatives of EEG data provide a deeper insight into the formation of cortical phase transitions
Phase slips extracted from derivatives of EEG data provide a deeper insight into the formation of cortical phase transitions Open
The phase slips are generally extracted from the EEG using Hilbert transforms but could also be extracted from the derivatives of EEG, providing additional information about the formation of cortical phase transitions. We examined this fro…
View article: Ejtm3 experiences after ChatGPT and other AI approaches: values, risks, countermeasures
Ejtm3 experiences after ChatGPT and other AI approaches: values, risks, countermeasures Open
We invariably hear that Artificial Intelligence (AI), a rapidly evolving technology, does not just creatively assemble known knowledge. We are told that AI learns, processes and creates, starting from fixed points to arrive at innovative s…
View article: Assessing neuromuscular system via patellar tendon reflex analysis using EMG in healthy individuals
Assessing neuromuscular system via patellar tendon reflex analysis using EMG in healthy individuals Open
Patellar tendon reflex tests are essential for evaluating neuromuscular function and identifying abnormalities in nerve conduction and muscle response. This study explored how age, height, weight, and gender influence reflex response times…
View article: Combining Postural Sway Parameters and Machine Learning to Assess Biomechanical Risk Associated with Load-Lifting Activities
Combining Postural Sway Parameters and Machine Learning to Assess Biomechanical Risk Associated with Load-Lifting Activities Open
Background/Objectives: Long-term work-related musculoskeletal disorders are predominantly influenced by factors such as the duration, intensity, and repetitive nature of load lifting. Although traditional ergonomic assessment tools can be …
View article: The Impact of Persevering Home Full-Body In-Bed Gym Exercise on Body Muscles in Aging: A Case Report by Quantitative Radio-Densitometric Study Using 3D and 2D Color CT
The Impact of Persevering Home Full-Body In-Bed Gym Exercise on Body Muscles in Aging: A Case Report by Quantitative Radio-Densitometric Study Using 3D and 2D Color CT Open
Background and Clinical Significance: Sarcopenia, characterized by muscle loss and fat infiltration, poses a significant health burden for aging populations. Quantitative Color 2D and 3D radiodensitometry provides a powerful tool to monito…
View article: Mobility Medicine: A call to unify hyper-fragmented specialties by abstracts sent to 2025Pdm3, and typescripts to Ejtm3, and <i>Diagnostics</i>
Mobility Medicine: A call to unify hyper-fragmented specialties by abstracts sent to 2025Pdm3, and typescripts to Ejtm3, and <i>Diagnostics</i> Open
Mega scientific conferences increasingly suffer from the need for short and poster presentations without discussion. An alternative is to organize workshops in hotels large enough to accommodate all participants. This significantly increas…
View article: SOFT-TISSUE COMPOSITION ASYMMETRY PREDICTS LEG MUSCLE STRENGTH CHANGES OVER FIVE YEARS AMONG ICELANDIC OLDER ADULTS
SOFT-TISSUE COMPOSITION ASYMMETRY PREDICTS LEG MUSCLE STRENGTH CHANGES OVER FIVE YEARS AMONG ICELANDIC OLDER ADULTS Open
Background Age-related functional decline emphasizes the need to investigate how tissue composition impacts mobility and independence in older adults. One of the most critical functions associated with mobility disability among older adult…
View article: GENDER DIFFERENCES IN MUSCLE STRENGTH AND TISSUE ASYMMETRY CHANGES OVER FIVE YEARS AMONG OLDER ADULTS
GENDER DIFFERENCES IN MUSCLE STRENGTH AND TISSUE ASYMMETRY CHANGES OVER FIVE YEARS AMONG OLDER ADULTS Open
Background The declines in muscle strength during aging process is linked to reductions in tissue integrity and underlying cellular processes. It suggests potential gender differences in these fundamental mechanisms. The current study inve…
View article: Assessing Brain Network Dynamics during Postural Control Task using EEG Microstates
Assessing Brain Network Dynamics during Postural Control Task using EEG Microstates Open
The ability to maintain our body’s balance and stability in space is crucial for performing daily activities. Effective postural control (PC) strategies rely on integrating visual, vestibular, and proprioceptive sensory inputs. While neuro…
View article: Mechanical and Biological Characterization of Ionic and Photo-Crosslinking Effects on Gelatin-Based Hydrogel for Cartilage Tissue Engineering Applications
Mechanical and Biological Characterization of Ionic and Photo-Crosslinking Effects on Gelatin-Based Hydrogel for Cartilage Tissue Engineering Applications Open
Articular cartilage degeneration poses a significant public health challenge; techniques such as 3D bioprinting are being explored for its regeneration in vitro. Gelatin-based hydrogels represent one of the most promising biopolymers used …
View article: Beyond pixel: Superpixel-based MRI segmentation through traditional machine learning and graph convolutional network
Beyond pixel: Superpixel-based MRI segmentation through traditional machine learning and graph convolutional network Open
Our proposed pipeline demonstrates the efficacy of employing superpixel generation as a coarse segmentation technique for the final tendon segmentation. Whether utilizing RF, SVM-based superpixel classification, or GCN-based classification…
View article: Resting-State Electroencephalography Alpha Dynamic Connectivity: Quantifying Brain Network State Evolution in Individuals with Psychosis
Resting-State Electroencephalography Alpha Dynamic Connectivity: Quantifying Brain Network State Evolution in Individuals with Psychosis Open
This study investigates brain dynamic connectivity patterns in psychosis and their relationship with psychopathological profile and cognitive functioning using a novel dynamic connectivity pipeline on resting-state EEG. Data from seventy-e…
View article: State of art of mobility medicine: some more abstracts and evidence that the success of Pdm3 is based on extra-session relationships
State of art of mobility medicine: some more abstracts and evidence that the success of Pdm3 is based on extra-session relationships Open
Scientific conferences increasingly suffer from the need for short presentations in which speakers like to dwell on the details of their work. A mitigating factor is to encourage discussion and planning of collaborations by organizing smal…
View article: Scalable Ensemble Feature Selection Strategy to Enhance Clinical Interpretability in Multi-Biometric Healthcare Dataset
Scalable Ensemble Feature Selection Strategy to Enhance Clinical Interpretability in Multi-Biometric Healthcare Dataset Open
View article: Virtual Cardiac Histology: Towards a Radiodensitometric Characterization of Left Ventricular Cardiac Muscle in Healthy and Pathological Conditions
Virtual Cardiac Histology: Towards a Radiodensitometric Characterization of Left Ventricular Cardiac Muscle in Healthy and Pathological Conditions Open
View article: Designing a Synthetic 3D-Printed Knee Cartilage: FEA Model, Micro-Structure and Mechanical Characteristics
Designing a Synthetic 3D-Printed Knee Cartilage: FEA Model, Micro-Structure and Mechanical Characteristics Open
Articular cartilage morphology and composition are essential factors in joint biomechanics, and their alteration is a crucial aspect of osteoarthritis (OA), a prevalent disease that causes pain and functional loss. This research focuses on…
View article: Five Padua days on muscle and mobility medicine (2024Pdm3) 27 February - 2 March, 2024 at Hotel Petrarca, Thermae of Euganean Hills, Padua, and San Luca Hall, Prato della Valle, Padua, Italy
Five Padua days on muscle and mobility medicine (2024Pdm3) 27 February - 2 March, 2024 at Hotel Petrarca, Thermae of Euganean Hills, Padua, and San Luca Hall, Prato della Valle, Padua, Italy Open
At the end of the 2023 Padua Days of Muscle and Mobility Medicine the next year's meeting was scheduled from 27 February to 2 March 2024 (2024Pdm3). During the summer and autumn the program was confirmed with Scientific Sessions that will …
View article: Development of soft tissue asymmetry indicators to characterize aging and functional mobility
Development of soft tissue asymmetry indicators to characterize aging and functional mobility Open
Introduction: The aging population poses significant challenges to healthcare systems globally, necessitating a comprehensive understanding of age-related changes affecting physical function. Age-related functional decline highlights the u…