Davide Ferrazzoli
Davide Ferrazzoli has a total of 60 co-authors. Here are the top co-authors by number of shared publications:
- Paola Ortelli
Department of Neurorehabilitation, Hospital of Vipiteno (SABES-ASDAA), Vipiteno-Sterzing, Italy
8 shared publications - Luca Sebastianelli
Department of Neurorehabilitation, Hospital of Vipiteno (SABES-ASDAA), Vipiteno-Sterzing, Italy
7 shared publications - Viviana Versace
Department of Neurorehabilitation, Hospital of Vipiteno (SABES-ASDAA), Vipiteno-Sterzing, Italy
7 shared publications Sabrina Dezi
6 shared publicationsAntonio Oliviero
5 shared publicationsLeopold Saltuari
Paracelsus Med Private Univ PMU, Hosp Vipiteno, Dept Neurorehabil, SABES,ASDAA,Teaching Hosp, Vipiteno Sterzing, Italy
4 shared publications
Latest Publications
- 24 August 2026
- Published by Elsevier in Clinical Neurophysiology
- Vol. 192
Abnormal post-exercise depression of corticomotor excitability is associated with fatigue in post-COVID-19 condition
- 24 August 2026
- Published by Elsevier in Clinical Neurophysiology
- Vol. 192
Abnormal post-exercise depression of corticomotor excitability is associated with fatigue in post-COVID-19 condition
- 14 May 2026
- Published by Elsevier in Journal of the Neurological Sciences
- Vol. 487, 126004
Unravelling the relation among fatigue, fatigability and attention in Parkinson's disease
- 14 May 2026
- Published by Elsevier in Journal of the Neurological Sciences
- Vol. 487, 126004
Unravelling the relation among fatigue, fatigability and attention in Parkinson's disease
- 25 February 2026
- Published by Elsevier in Clinical Neurophysiology
- Vol. 185, 2111709
Disrupted intracortical inhibition in the prefrontal cortex relates to cognitive dysfunction in post-COVID-19 condition: A TMS-EEG study
- 25 February 2026
- Published by Elsevier in Clinical Neurophysiology
- Vol. 185, 2111709
Disrupted intracortical inhibition in the prefrontal cortex relates to cognitive dysfunction in post-COVID-19 condition: A TMS-EEG study
- 3 February 2026
- Published by Elsevier in Clinical Neurophysiology
- Vol. 184, 2111692
Neurophysiology in the mirror: A tri-layer model of mirror movements informed by TMS evidence
- 3 February 2026
- Published by Elsevier in Clinical Neurophysiology
- Vol. 184, 2111692
Neurophysiology in the mirror: A tri-layer model of mirror movements informed by TMS evidence
- Top Cited PapersOpen Access
- 29 March 2025
- Published by MDPI AG in Brain Sciences
- Vol. 15 (4) , 357
“Dance Well”—A Multisensory Artistic Dance Intervention for People with Parkinson’s Disease: A Pilot Study
Background/Objectives: Parkinson’s disease (PD) is a complex neurodegenerative disorder responsible for both motor and non-motor disturbances impairing motor behavior. This complexity necessitates integrated, multidisciplinary, and comprehensive models of care. A new and interesting complementary approach is represented by “Dance Well”, i.e., an artistic, multisensory dance intervention based on art and music. This pilot study aims to evaluate the efficacy, feasibility, and safety of a 4-week Dance Well (DW) program in PD patients in early–medium disease stages. Methods: Twenty-four PD patients (H&Y ≤ 3; MoCA score ≥ 13.8) were enrolled and randomly allocated into two groups, both with a twice-per-week frequency and lasting 4 weeks: one group underwent the DW program, while the other underwent conventional physiotherapy (CPT). Demographic, biometric, and clinical data were collected. To study the treatment effect, motor (Unified PD Rating Scale-III, Timed Up and Go Test, Berg Balance Scale, 6-Minute Walk Test, and Falls Efficacy Scale), cognitive (Corsi Supra Span Test, Trail Making Test A and B-A), and emotional–motivational (Beck Depression Inventory, State-Trait Anxiety Inventory, Apathy Evaluation Scale) outcome measures were assessed, before and after the rehabilitation program. To study treatment compliance and safety, the number of dropouts and any adverse events (such as injuries and falls) were recorded. Results: All outcome measures improved in both groups. The percentage of improvement in outcome measures assessing attention and motivation was greater in the DW group. No dropouts, falls, or injuries occurred. Conclusions: In the early–medium stages of PD, DW could be considered a feasible and safe complementary treatment, useful in improving motor, cognitive, and emotional–motivational symptoms.
- 29 March 2025
- Published by MDPI AG in Brain Sciences
- Vol. 15 (4) , 357
Top Cited PapersOpen Access“Dance Well”—A Multisensory Artistic Dance Intervention for People with Parkinson’s Disease: A Pilot Study
Background/Objectives: Parkinson’s disease (PD) is a complex neurodegenerative disorder responsible for both motor and non-motor disturbances impairing motor behavior. This complexity necessitates integrated, multidisciplinary, and comprehensive models of care. A new and interesting complementary approach is represented by “Dance Well”, i.e., an artistic, multisensory dance intervention based on art and music. This pilot study aims to evaluate the efficacy, feasibility, and safety of a 4-week Dance Well (DW) program in PD patients in early–medium disease stages. Methods: Twenty-four PD patients (H&Y ≤ 3; MoCA score ≥ 13.8) were enrolled and randomly allocated into two groups, both with a twice-per-week frequency and lasting 4 weeks: one group underwent the DW program, while the other underwent conventional physiotherapy (CPT). Demographic, biometric, and clinical data were collected. To study the treatment effect, motor (Unified PD Rating Scale-III, Timed Up and Go Test, Berg Balance Scale, 6-Minute Walk Test, and Falls Efficacy Scale), cognitive (Corsi Supra Span Test, Trail Making Test A and B-A), and emotional–motivational (Beck Depression Inventory, State-Trait Anxiety Inventory, Apathy Evaluation Scale) outcome measures were assessed, before and after the rehabilitation program. To study treatment compliance and safety, the number of dropouts and any adverse events (such as injuries and falls) were recorded. Results: All outcome measures improved in both groups. The percentage of improvement in outcome measures assessing attention and motivation was greater in the DW group. No dropouts, falls, or injuries occurred. Conclusions: In the early–medium stages of PD, DW could be considered a feasible and safe complementary treatment, useful in improving motor, cognitive, and emotional–motivational symptoms.
- Open Access
- 17 September 2024
- Published by Elsevier in Journal of the Neurological Sciences
- Vol. 466, 123242
Post-traumatic parkinsonism: The intricate twist between trauma, inflammation and neurodegeneration. A narrative review
- 17 September 2024
- Published by Elsevier in Journal of the Neurological Sciences
- Vol. 466, 123242
Open AccessPost-traumatic parkinsonism: The intricate twist between trauma, inflammation and neurodegeneration. A narrative review
- 19 June 2024
- Published by Elsevier in Clinical Neurophysiology
- Vol. 165, 26-35
Reduced TMS-evoked EEG oscillatory activity in cortical motor regions in patients with post-COVID fatigue
- 19 June 2024
- Published by Elsevier in Clinical Neurophysiology
- Vol. 165, 26-35
Reduced TMS-evoked EEG oscillatory activity in cortical motor regions in patients with post-COVID fatigue
- Open Access
- 8 August 2023
- Published by MDPI AG in Biomedicines
- Vol. 11 (8) , 2228
Lowered Delta Activity in Post-COVID-19 Patients with Fatigue and Cognitive Impairment
In post-COVID-19 syndrome (PCS), neurocognitive symptoms and fatigue are often associated with alterations in electroencephalographic (EEG) activity. The present study investigates the brain source activity at rest in PCS patients (PCS-pts) perceiving cognitive deficits and fatigue. A total of 18 PCS-pts and 18 healthy controls (HCs) were enrolled. A Montreal Cognitive Assessment (MoCA), Perceived Cognitive Difficulties Scale (PDCS) and Fatigue Severity Scale (FSS) were administered for assessing the symptoms’ severity. Brain activity at rest, both with open (OE) and closed eyes (CE), was recorded by high-density EEG (Hd-EEG) and localized by source estimation. Compared to HCs, PCS-pts exhibited worse performance in executive functions, language and memory, and reported higher levels of fatigue. At resting OE state, PCS-pts showed lower delta source activity over brain regions known to be associated with executive processes, and these changes were negatively associated with PDCS scores. Consistent with recent literature data, our findings could indicate a dysfunction in the neuronal networks involved in executive functions in PCS-pts complaining of fatigue and cognitive impairment.
- 8 August 2023
- Published by MDPI AG in Biomedicines
- Vol. 11 (8) , 2228
Open AccessLowered Delta Activity in Post-COVID-19 Patients with Fatigue and Cognitive Impairment
In post-COVID-19 syndrome (PCS), neurocognitive symptoms and fatigue are often associated with alterations in electroencephalographic (EEG) activity. The present study investigates the brain source activity at rest in PCS patients (PCS-pts) perceiving cognitive deficits and fatigue. A total of 18 PCS-pts and 18 healthy controls (HCs) were enrolled. A Montreal Cognitive Assessment (MoCA), Perceived Cognitive Difficulties Scale (PDCS) and Fatigue Severity Scale (FSS) were administered for assessing the symptoms’ severity. Brain activity at rest, both with open (OE) and closed eyes (CE), was recorded by high-density EEG (Hd-EEG) and localized by source estimation. Compared to HCs, PCS-pts exhibited worse performance in executive functions, language and memory, and reported higher levels of fatigue. At resting OE state, PCS-pts showed lower delta source activity over brain regions known to be associated with executive processes, and these changes were negatively associated with PDCS scores. Consistent with recent literature data, our findings could indicate a dysfunction in the neuronal networks involved in executive functions in PCS-pts complaining of fatigue and cognitive impairment.
- Open Access
- 11 April 2022
- Published by Springer Nature in npj Parkinson's Disease
- Vol. 8 (1) , 1-9
Optimization of cognitive assessment in Parkinsonisms by applying artificial intelligence to a comprehensive screening test
The assessment of cognitive deficits is pivotal for diagnosis and management in patients with parkinsonisms. Low levels of correspondence are observed between evaluations assessed with screening cognitive tests in comparison with those assessed with in-depth neuropsychological batteries. A new tool, we named CoMDA (Cognition in Movement Disorders Assessment), was composed by merging Mini-Mental State Examination (MMSE), Montreal Cognitive Assessment (MoCA), and Frontal Assessment Battery (FAB). In total, 500 patients (400 with Parkinson’s disease, 41 with vascular parkinsonism, 31 with progressive supranuclear palsy, and 28 with multiple system atrophy) underwent CoMDA (level 1–L1) and in-depth neuropsychological battery (level 2–L2). Machine learning was developed to classify the CoMDA score and obtain an accurate prediction of the cognitive profile along three different classes: normal cognition (NC), mild cognitive impairment (MCI), and impaired cognition (IC). The classification accuracy of CoMDA, assessed by ROC analysis, was compared with MMSE, MoCA, and FAB. The area under the curve (AUC) of CoMDA was significantly higher than that of MMSE, MoCA and FAB (p < 0.0001,p = 0.028 andp = 0.0007, respectively). Among 15 different algorithmic methods, the Quadratic Discriminant Analysis algorithm (CoMDA-ML) showed higher overall-metrics performance levels in predictive performance. Considering L2 as a 3-level continuous feature, CoMDA-ML produces accurate and generalizable classifications: micro-average ROC curve, AUC = 0.81; and AUC = 0.85 for NC, 0.67 for MCI, and 0.83 for IC. CoMDA and COMDA-ML are reliable and time-sparing tools, accurate in classifying cognitive profile in parkinsonisms.This study has been registered on ClinicalTrials.gov (NCT04858893).
- 11 April 2022
- Published by Springer Nature in npj Parkinson's Disease
- Vol. 8 (1) , 1-9
Open AccessOptimization of cognitive assessment in Parkinsonisms by applying artificial intelligence to a comprehensive screening test
The assessment of cognitive deficits is pivotal for diagnosis and management in patients with parkinsonisms. Low levels of correspondence are observed between evaluations assessed with screening cognitive tests in comparison with those assessed with in-depth neuropsychological batteries. A new tool, we named CoMDA (Cognition in Movement Disorders Assessment), was composed by merging Mini-Mental State Examination (MMSE), Montreal Cognitive Assessment (MoCA), and Frontal Assessment Battery (FAB). In total, 500 patients (400 with Parkinson’s disease, 41 with vascular parkinsonism, 31 with progressive supranuclear palsy, and 28 with multiple system atrophy) underwent CoMDA (level 1–L1) and in-depth neuropsychological battery (level 2–L2). Machine learning was developed to classify the CoMDA score and obtain an accurate prediction of the cognitive profile along three different classes: normal cognition (NC), mild cognitive impairment (MCI), and impaired cognition (IC). The classification accuracy of CoMDA, assessed by ROC analysis, was compared with MMSE, MoCA, and FAB. The area under the curve (AUC) of CoMDA was significantly higher than that of MMSE, MoCA and FAB (p < 0.0001,p = 0.028 andp = 0.0007, respectively). Among 15 different algorithmic methods, the Quadratic Discriminant Analysis algorithm (CoMDA-ML) showed higher overall-metrics performance levels in predictive performance. Considering L2 as a 3-level continuous feature, CoMDA-ML produces accurate and generalizable classifications: micro-average ROC curve, AUC = 0.81; and AUC = 0.85 for NC, 0.67 for MCI, and 0.83 for IC. CoMDA and COMDA-ML are reliable and time-sparing tools, accurate in classifying cognitive profile in parkinsonisms.This study has been registered on ClinicalTrials.gov (NCT04858893).
- Open Access
- 24 February 2022
- Published by Wiley in European Journal of Neurology
- Vol. 29 (6) , 1652-1662
Altered motor cortex physiology and dysexecutive syndrome in patients with fatigue and cognitive difficulties after mild COVID‐19
Background and purpose: Fatigue and cognitive difficulties are reported as the most frequently persistent symptoms in patients after mild SARS‐CoV‐2 infection. An extensive neurophysiological and neuropsychological assessment of such patients was performed focusing on motor cortex physiology and executive cognitive functions.Methods: Sixty‐seven patients complaining of fatigue and/or cognitive difficulties after resolution of mild SARS‐CoV‐2 infection were enrolled together with 22 healthy controls (HCs). Persistent clinical symptoms were investigated by means of a 16‐item questionnaire. Fatigue, exertion, cognitive difficulties, mood and ‘well‐being’ were evaluated through self‐administered tools. Utilizing transcranial magnetic stimulation of the primary motor cortex (M1) resting motor threshold, motor evoked potential amplitude, cortical silent period duration, short‐interval intracortical inhibition, intracortical facilitation, long‐interval intracortical inhibition and short‐latency afferent inhibition were evaluated. Global cognition and executive functions were assessed with screening tests. Attention was measured with computerized tasks.Results: Post COVID‐19 patients reported a mean of 4.9 persistent symptoms, high levels of fatigue, exertion, cognitive difficulties, low levels of well‐being and reduced mental well‐being. Compared to HCs, patients presented higher resting motor thresholds, lower motor evoked potential amplitudes and longer cortical silent periods, concurring with reduced M1 excitability. Long‐interval intracortical inhibition and short‐latency afferent inhibition were also impaired, indicating altered GABAB‐ergic and cholinergic neurotransmission. Short‐interval intracortical inhibition and intracortical facilitation were not affected. Patients also showed poorer global cognition and executive functions compared to HCs and a clear impairment in sustained and executive attention.Conclusions: Patients with fatigue and cognitive difficulties following mild COVID‐19 present altered excitability and neurotransmission within M1 and deficits in executive functions and attention.
- 24 February 2022
- Published by Wiley in European Journal of Neurology
- Vol. 29 (6) , 1652-1662
Open AccessAltered motor cortex physiology and dysexecutive syndrome in patients with fatigue and cognitive difficulties after mild COVID‐19
Background and purpose: Fatigue and cognitive difficulties are reported as the most frequently persistent symptoms in patients after mild SARS‐CoV‐2 infection. An extensive neurophysiological and neuropsychological assessment of such patients was performed focusing on motor cortex physiology and executive cognitive functions.Methods: Sixty‐seven patients complaining of fatigue and/or cognitive difficulties after resolution of mild SARS‐CoV‐2 infection were enrolled together with 22 healthy controls (HCs). Persistent clinical symptoms were investigated by means of a 16‐item questionnaire. Fatigue, exertion, cognitive difficulties, mood and ‘well‐being’ were evaluated through self‐administered tools. Utilizing transcranial magnetic stimulation of the primary motor cortex (M1) resting motor threshold, motor evoked potential amplitude, cortical silent period duration, short‐interval intracortical inhibition, intracortical facilitation, long‐interval intracortical inhibition and short‐latency afferent inhibition were evaluated. Global cognition and executive functions were assessed with screening tests. Attention was measured with computerized tasks.Results: Post COVID‐19 patients reported a mean of 4.9 persistent symptoms, high levels of fatigue, exertion, cognitive difficulties, low levels of well‐being and reduced mental well‐being. Compared to HCs, patients presented higher resting motor thresholds, lower motor evoked potential amplitudes and longer cortical silent periods, concurring with reduced M1 excitability. Long‐interval intracortical inhibition and short‐latency afferent inhibition were also impaired, indicating altered GABAB‐ergic and cholinergic neurotransmission. Short‐interval intracortical inhibition and intracortical facilitation were not affected. Patients also showed poorer global cognition and executive functions compared to HCs and a clear impairment in sustained and executive attention.Conclusions: Patients with fatigue and cognitive difficulties following mild COVID‐19 present altered excitability and neurotransmission within M1 and deficits in executive functions and attention.