Biomedical Engineer 

Biorobotics & Ergonomics

Andrea Cardarelli | Linktree

About Me

Introduction 

Education

Curriculum Vitae | Italiano

Curriculum Vitae | English

Projects

During the course of Biodesign, I developed with my team a syringe infusion pump, a mechatronic device equipped with a flowmeter to control the flow rate of drug delivery.


Syringe Infusion Pump

Reconstruction of joint angles during flexion-extension movements of a finger of the hand from RGB images using marker-based (MATLAB GUI) and marker-less (Mediapipe) approaches.

Biomechanics of human movement

Development of a defence strategy against medical DeepFakes using artificial intelligence methods. The aim is to distinguish between real and fake tumours and identify where medical scans have been tampered.

Medical DeepFakes: Challenge "AI against AI"

The project is based on the HAR (human activity recognition) process and is divided into a series of steps, starting with data acquisition, dataset creation, feature selection, dataset partitioning and classifier training.

Android App development to discriminate different activities (walking, running, climbing stairs, escalator, lift)

Development of a mobile robotic platform capable of operating in automatic mode (line follower) or tele-operated mode (control via Bluetooth).

Mobile Robotic Platform 

Development of an industrial manipulator, starting with a kinematic chain using the Lego Mindstorms EV3 kit, subsequent integration of the prototype with software development in Python and Matlab and execution of the assigned task.

Industrial Manipulator with the Lego Mindstorms EV3 kit


Starting from a dataset containing chest X-rays of healthy subjects, cancer patients and covid 19 patients:
•	Realisation of a pathology recognition application with classification networks using features


Deep Learning & Image Processing  (Features)

Starting from a dataset containing chest X-rays of COVID....
•	Developing an application with neural networks using raw images
•	Validate with a 3 fold cross validation 
•	Calculate performance: accuracy, recall and precision


Deep Learning & Image Processing (Convolutional Neural Networks)

INTRODUCTION OF THE PROJECTS:

Analysis of the assigned ECG signal and identification of noise sources, subsequent design of a filtering strategy to reduce the incidence of noise. Optimisation of the filtering strategy using specific filter

Signal Processing

Internship at Technoscience MEBIC 

Image Processing and use of a fitness tracker for patient monitoring covid -19 

Precision agriculture, development of a flowmeter prototype controlled by a microcontroller

Certifications 

Machine Learning with MATLAB

CYBERX - MIND4FUTURE

Image Processing

General and Specific Training Course for Workers

MATLAB Fundamentals

MATLAB Onramp

I had the pleasure to benefit from this course to be introduced to the new MDR 2017/745 and learn how it will impact the medical device field.

Easy Medical Device MDR 2017/745

1ST INTERNATIONAL WORKSHOP ON WEARABLE SENSORS AND DEVICES, ARTIFICIAL INTELLIGENCE AND WEARABLE PRODUCT MARKET"

2020 IEE EMBS INTERNATIONAL WORKSHOP ON WEARABLE SENSORS AND DEVICES

Faber School - IoT and environmental monitoring 

Pubblications  Close-up Engineering

Miocardite: cos'è, sintomi, cause e diagnostica della malattia infiammatoria | CUENEWS

Pillola anti-Covid riduce il rischio di morte e ricoveri del 50% | CUENEWS

Biosensore microfluidico monitora livelli di antibiotici tramite respiro | CUENEWS

Non è vero che i vaccini non sono stati sperimentati

Cancro al seno, il deep learning può aiutare a prevenirne i rischi | CUENEWS

Artrosi ginocchio: cura con l’uso delle cellule staminali mesenchimali

Deep Learning per diagnosticare tumori della pelle tramite smartphone | CUENEWS

Variante delta: è necessaria una terza dose di vaccino? | CUENEWS