Leandro Pecchia

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Professor of Biomedical Engineering

Università Campus Bio-Medico di Roma

Italy

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Leandro Pecchia is a Professor of Biomedical Engineering at Università Campus Bio-Medico di Roma, Italy. His research areas include biomedical natural language processing, machine learning applications in rehabilitation, and the explainable detection of pulmonary diseases. He has contributed to various scholarly articles on topics such as cardiovascular risk prediction, the secure processing of health data, and the intersection of artificial intelligence and medical device regulations.

Recent Grants

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ODIN - Leveraging AI based technology to transform the future of health care delivery in Leading Hospitals in Europe

Open Date: 2021-03-01

Close Date: 2024-08-01

Grant: Close

Clinical Trial Design and Health Technology Assessment (HTA) of AI-based medical device for Hypotension detection

Open Date: 2021-03-01

Close Date: 2021-09-01

Grant: Close

Pilot study on 5G and IoT for wellbeing monitoring

Open Date: 2021-03-01

Close Date: 2021-09-01

Grant: Close

Nocturnal hypoglycaemia detection via ECG & AI in real life

Open Date: 2020-07-01

Close Date: 2022-03-01

Grant: Close

GATEKEEPER - Smart living homes - whole interventions demonstrator for people at health and social risks

Open Date: 2019-10-01

Close Date: 2023-03-01

Leandro Pecchia

Research Interests

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About

Recent Grants

Articles (22)

GATEKEEPER Platform: Secure Processing Environment for European Health Data Space

Deep Learning for Risky Cardiovascular and Cerebrovascular Event Prediction in Hypertensive Patients

Efficient multi-task learning with instance selection for biomedical NLP

Feature-based knowledge distillation for explainable detection of pulmonary diseases

Cross-lingual distillation for domain knowledge transfer with sentence transformers

Machine‐learning models for shoulder rehabilitation exercises classification using a wearable system

Classification of Shoulder Rehabilitation Exercises by Using Wearable Systems and Machine Learning Algorithms

Artificial Intelligence, data protection and medical device regulations: squaring the circle with a historical perspective in Europe

Précaution ou prévention? Des responsabilités de la politique et de la société pendant la gestion de la pandémie de COVID-19 au Bénin

Analysis of Pharmaceutical Companies’ Social Media Activity during the COVID-19 Pandemic and Its Impact on the Public

Hypertension Diagnosis and Management in Africa Using Mobile Phones: A Scoping Review

Effects of home telemonitoring using non-invasive versus conventional approaches on patients affected by congestive heart failure: a systematic literature review and meta-analysis

An Integrated Sensorized Platform for Environmental Monitoring in Healthcare

Recurrence Quantification Analysis of Center of Pressure Trajectories for Balance and Fall-Risk Assessment in Young and Older Adults

Practices of Knowledge Exchange in the Context of the COVID-19 Pandemic

The use of artificial intelligence systems in diagnosis of pneumonia via signs and symptoms: A systematic review

On the universality of medical device regulations: the case of Benin

COVID-19 preparedness and social dynamics in a Sub-Saharan Africa country, Benin

Toward a Symbolic AI Approach to the WHO/ACSM Physical Activity & Sedentary Behavior Guidelines

Personal protective equipment research and innovation in the context of the World Health Organization COVID-19 R&D Blueprint program

Biomedical engineering in low- and middle-income settings: analysis of current state, challenges and best practices

POSB52 Exploring the Misalignment on the Value of Further Research between Payers and Manufacturers: A Case Study on a Novel Total Artificial Heart

Collaborators (10)

Enrico Motta

Ernesto Iadanza

Mario Merone

Davide Piaggio

Muhammad Salman Haleem

Iyabosola Oronti

Silvio Marcello Pagliara

Alessio Antonini

Frans Folkvord

Francesco Scotto di Luzio

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