Alessandra Pedrocchi

Prof. Alessandra Pedrocchi

Politecnico di Milano - Department of Electronics, Information and Bioengineering
orcid

Research Focus & Metrics

Academic Career Length

27Years (2000-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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2 October 2019 in Science Translational Medicine
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Journal Article
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FPFrancesco Maria Petrini
Francesco Maria Petrini
GVGiacomo Valle
Giacomo Valle
MBMarko Bumbasirevic
Marko Bumbasirevic
FBFederica Barberi
Federica Barberi
DBDario Bortolotti
Dario Bortolotti
SRStanisa Raspopovic
Stanisa Raspopovic
Recreated missing leg sensations, connected to the prosthesis sensors, restored leg functional abilities and promoted its cognitive integration.

10 August 2022 in Journal of NeuroEngineering and Rehabilitation
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EBElena Bardi
Elena Bardi
GMGandolla Marta
Gandolla Marta
Francesco BraghinFrancesco Braghin
Francesco Braghin
FRFerruccio Resta
Ferruccio Resta
Alessandra PedrocchiAlessandra Pedrocchi
Alessandra Pedrocchi
EAEmilia Ambrosini
Emilia Ambrosini
Introduction: Soft robotic wearable devices, referred to as exosuits, can be a valid alternative to rigid exoskeletons when it comes to daily upper limb support. Indeed, their inherent flexibility improves comfort, usability, and portability while not constraining the user’s natural degrees of freedom. This review is meant to guide the reader in understanding the current approaches across all design and production steps that might be exploited when developing an upper limb robotic exosuit.Methods: The literature research regarding such devices was conducted in PubMed, Scopus, and Web of Science. The investigated features are the intended scenario, type of actuation, supported degrees of freedom, low-level control, high-level control with a focus on intention detection, technology readiness level, and type of experiments conducted to evaluate the device.Results: A total of 105 articles were collected, describing 69 different devices. Devices were grouped according to their actuation type. More than 80% of devices are meant either for rehabilitation, assistance, or both. The most exploited actuation types are pneumatic (52%) and DC motors with cable transmission (29%). Most devices actuate 1 (56%) or 2 (28%) degrees of freedom, and the most targeted joints are the elbow and the shoulder. Intention detection strategies are implemented in 33% of the suits and include the use of switches and buttons, IMUs, stretch and bending sensors, EMG and EEG measurements. Most devices (75%) score a technology readiness level of 4 or 5.Conclusion: Although few devices can be considered ready to reach the market, exosuits show very high potential for the assistance of daily activities. Clinical trials exploiting shared evaluation metrics are needed to assess the effectiveness of upper limb exosuits on target users.

27 December 2013 in PLOS ONE
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Emilia BiffiEmilia Biffi
Emilia Biffi
GRGiulia Regalia
Giulia Regalia
AMAndrea Menegon
Andrea Menegon
Giancarlo FerrignoGiancarlo Ferrigno
Giancarlo Ferrigno
Alessandra PedrocchiAlessandra Pedrocchi
Alessandra Pedrocchi
It is known that cell density influences the maturation process of in vitro neuronal networks. Neuronal cultures plated with different cell densities differ in number of synapses per neuron and thus in single neuron synaptic transmission, which results in a density-dependent neuronal network activity. Although many authors provided detailed information about the effects of cell density on neuronal culture activity, a dedicated report of density and age influence on neuronal hippocampal culture activity has not yet been reported. Therefore, this work aims at providing reference data to researchers that set up an experimental study on hippocampal neuronal cultures, helping in planning and decoding the experiments. In this work, we analysed the effects of both neuronal density and culture age on functional attributes of maturing hippocampal cultures. We characterized the electrophysiological activity of neuronal cultures seeded at three different cell densities, recording their spontaneous electrical activity over maturation by means of MicroElectrode Arrays (MEAs). We had gather data from 86 independent hippocampal cultures to achieve solid statistic results, considering the high culture-to-culture variability. Network activity was evaluated in terms of simple spiking, burst and network burst features. We observed that electrical descriptors were characterized by a functional peak during maturation, followed by a stable phase (for sparse and medium density cultures) or by a decrease phase (for high dense neuronal cultures). Moreover, 900 cells/mm2 cultures showed characteristics suitable for long lasting experiments (e.g. chronic effect of drug treatments) while 1800 cells/mm2 cultures should be preferred for experiments that require intense electrical activity (e.g. to evaluate the effect of inhibitory molecules). Finally, cell cultures at 3600 cells/mm2 are more appropriate for experiments in which time saving is relevant (e.g. drug screenings). These results are intended to be a reference for the planning of in vitro neurophysiological and neuropharmacological experiments with MEAs.

1 April 2011 in Stroke
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Journal Article
Closed access
EAEmilia Ambrosini
Emilia Ambrosini
SFSimona Ferrante
Simona Ferrante
Alessandra PedrocchiAlessandra Pedrocchi
Alessandra Pedrocchi
Giancarlo FerrignoGiancarlo Ferrigno
Giancarlo Ferrigno
FMFranco Molteni
Franco Molteni
Background and Purpose—: This study assessed whether cycling induced by functional electrical stimulation (FES) was more effective than passive cycling with placebo stimulation in promoting motor recovery and walking ability in postacute hemiparetic patients. Methods—: In a double-blind, randomized, controlled trial, 35 patients were included and randomized to receive FES-induced cycling training or placebo FES cycling. The 4-week treatment consisted of 20 sessions lasting 25 minutes each. Primary outcome measures included the leg subscale of the Motricity Index and gait speed during a 50-meter walking test. Secondary outcomes were the Trunk Control Test, the Upright Motor Control Test, the mean work produced by the paretic leg, and the unbalance in mechanical work between paretic and nonparetic legs during voluntary pedaling. Participants were evaluated before training, after training, and at 3- to 5-month follow-up visits. Results—: No significant differences were found between groups at baseline. Repeated-measures ANOVA ( P <0.05) revealed significant increases in Motricity Index, Trunk Control Test, Upright Motor Control Test, gait speed, and mean work of the paretic leg after training and at follow-up assessments for FES-treated patients. No outcome measures demonstrated significant improvements after training in the placebo group. Both groups showed no significant differences between assessments after training and at follow-up. A main effect favoring FES-treated patients was demonstrated by repeated-measures ANCOVA for Motricity Index ( P <0.001), Trunk Control Test ( P =0.001), Upright Motor Control Test ( P =0.005), and pedaling unbalance ( P =0.038). Conclusions—: The study demonstrated that 20 sessions of FES cycling training significantly improved lower extremity motor functions and accelerated the recovery of overground locomotion in postacute hemiparetic patients. Improvements were maintained at follow-up.

1 January 2013 in Journal of NeuroEngineering and Rehabilitation
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Alessandra PedrocchiAlessandra Pedrocchi
Alessandra Pedrocchi
SFSimona Ferrante
Simona Ferrante
EAEmilia Ambrosini
Emilia Ambrosini
MGMarta Gandolla
Marta Gandolla
CCClaudia Casellato
Claudia Casellato
Giancarlo FerrignoGiancarlo Ferrigno
Giancarlo Ferrigno
MUNDUS is an assistive framework for recovering direct interaction capability of severely motor impaired people based on arm reaching and hand functions. It aims at achieving personalization, modularity and maximization of the user’s direct involvement in assistive systems. To this, MUNDUS exploits any residual control of the end-user and can be adapted to the level of severity or to the progression of the disease allowing the user to voluntarily interact with the environment. MUNDUS target pathologies are high-level spinal cord injury (SCI) and neurodegenerative and genetic neuromuscular diseases, such as amyotrophic lateral sclerosis, Friedreich ataxia, and multiple sclerosis (MS). The system can be alternatively driven by residual voluntary muscular activation, head/eye motion, and brain signals. MUNDUS modularly combines an antigravity lightweight and non-cumbersome exoskeleton, closed-loop controlled Neuromuscular Electrical Stimulation for arm and hand motion, and potentially a motorized hand orthosis, for grasping interactive objects. The definition of the requirements and of the interaction tasks were designed by a focus group with experts and a questionnaire with 36 potential end-users. Five end-users (3 SCI and 2 MS) tested the system in the configuration suitable to their specific level of impairment. They performed two exemplary tasks: reaching different points in the working volume and drinking. Three experts evaluated over a 3-level score (from 0, unsuccessful, to 2, completely functional) the execution of each assisted sub-action. The functionality of all modules has been successfully demonstrated. User’s intention was detected with a 100% success. Averaging all subjects and tasks, the minimum evaluation score obtained was 1.13 ± 0.99 for the release of the handle during the drinking task, whilst all the other sub-actions achieved a mean value above 1.6. All users, but one, subjectively perceived the usefulness of the assistance and could easily control the system. Donning time ranged from 6 to 65 minutes, scaled on the configuration complexity. The MUNDUS platform provides functional assistance to daily life activities; the modules integration depends on the user’s need, the functionality of the system have been demonstrated for all the possible configurations, and preliminary assessment of usability and acceptance is promising.

1 July 2011 in Brain, Behavior, and Immunity
Verified
Journal Article
Closed access
SRSilvia Rossi
Silvia Rossi
LMLuca Muzio
Luca Muzio
VCValentina De Chiara
Valentina De Chiara
GGGiorgio Grasselli
Giorgio Grasselli
AMAlessandra Musella
Alessandra Musella
Diego CentonzeDiego Centonze
Diego Centonze