Alessio Burrello
Alessio Burrello
Politecnico di Torino, University of Bologna
Подтвержден адрес электронной почты в домене polito.it
Robust real-time embedded EMG recognition framework using temporal convolutional networks on a multicore IoT processor
M Zanghieri, S Benatti, A Burrello, V Kartsch, F Conti, L Benini
IEEE transactions on biomedical circuits and systems 14 (2), 244-256, 2019
Dory: Automatic end-to-end deployment of real-world dnns on low-cost iot mcus
A Burrello, A Garofalo, N Bruschi, G Tagliavini, D Rossi, F Conti
IEEE Transactions on Computers 70 (8), 1253-1268, 2021
One-shot learning for iEEG seizure detection using end-to-end binary operations: Local binary patterns with hyperdimensional computing
A Burrello, K Schindler, L Benini, A Rahimi
2018 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-4, 2018
The primary aldosteronism surgical outcome score for the prediction of clinical outcomes after adrenalectomy for unilateral primary aldosteronism
J Burrello, A Burrello, M Stowasser, T Nishikawa, M Quinkler, A Prejbisz, ...
Annals of surgery 272 (6), 1125-1132, 2020
Laelaps: An energy-efficient seizure detection algorithm from long-term human iEEG recordings without false alarms
A Burrello, L Cavigelli, K Schindler, L Benini, A Rahimi
2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 752-757, 2019
Hyperdimensional computing with local binary patterns: One-shot learning of seizure onset and identification of ictogenic brain regions using short-time iEEG recordings
A Burrello, K Schindler, L Benini, A Rahimi
IEEE Transactions on Biomedical Engineering 67 (2), 601-613, 2019
Circulating extracellular vesicles are endowed with enhanced procoagulant activity in SARS-CoV-2 infection
C Balbi, J Burrello, S Bolis, E Lazzarini, V Biemmi, E Pianezzi, A Burrello, ...
EBioMedicine 67, 2021
Circulating extracellular vesicles as a noninvasive biomarker of rejection in heart transplant
C Castellani, J Burrello, M Fedrigo, A Burrello, S Bolis, D Di Silvestre, ...
The Journal of Heart and Lung Transplantation, 2020
Fully Onboard AI-powered Human-Drone Pose Estimation on Ultra-low Power Autonomous Flying Nano-UAVs
D Palossi, N Zimmerman, A Burrello, F Conti, H Müller, LM Gambardella, ...
IEEE Internet of Things Journal, 2021
Immunohistopathology and steroid profiles associated with biochemical outcomes after adrenalectomy for unilateral primary aldosteronism
LS Meyer, X Wang, E Sušnik, J Burrello, A Burrello, I Castellano, ...
Hypertension 72 (3), 650-657, 2018
Immune profiling of plasma-derived extracellular vesicles identifies Parkinson disease
E Vacchi, J Burrello, D Di Silvestre, A Burrello, S Bolis, P Mauri, G Vassalli, ...
Neurology: Neuroimmunology & Neuroinflammation 7 (6), e866, 2020
Development and validation of prediction models for subtype diagnosis of patients with primary aldosteronism
J Burrello, A Burrello, J Pieroni, E Sconfienza, V Forestiero, P Rabbia, ...
The Journal of Clinical Endocrinology & Metabolism 105 (10), e3706-e3717, 2020
An Ensemble of Hyperdimensional Classifiers: Hardware-Friendly Short-Latency Seizure Detection with Automatic iEEG Electrode Selection
A Burrello, S Benatti, KA Schindler, L Benini, A Rahimi
IEEE journal of biomedical and health informatics, 2020
Q-ppg: Energy-efficient ppg-based heart rate monitoring on wearable devices
A Burrello, DJ Pagliari, M Risso, S Benatti, E Macii, L Benini, M Poncino
IEEE Transactions on Biomedical Circuits and Systems 15 (6), 1196-1209, 2021
Ecg-tcn: Wearable cardiac arrhythmia detection with a temporal convolutional network
TM Ingolfsson, X Wang, M Hersche, A Burrello, L Cavigelli, L Benini
2021 IEEE 3rd International Conference on Artificial Intelligence Circuits …, 2021
Classification of microadenomas in patients with primary aldosteronism by steroid profiling
Y Yang, J Burrello, A Burrello, G Eisenhofer, M Peitzsch, M Tetti, T Knösel, ...
The Journal of steroid biochemistry and molecular biology 189, 274-282, 2019
An extracellular vesicle epitope profile is associated with acute myocardial infarction
J Burrello, S Bolis, C Balbi, A Burrello, E Provasi, E Caporali, LG Gauthier, ...
Journal of cellular and molecular medicine 24 (17), 9945-9957, 2020
Blood pressure circadian rhythm alterations in alpha-synucleinopathies
F Vallelonga, C Di Stefano, A Merola, A Romagnolo, G Sobrero, ...
Journal of Neurology 266, 1141-1152, 2019
Embedded streaming principal components analysis for network load reduction in structural health monitoring
A Burrello, A Marchioni, D Brunelli, S Benatti, M Mangia, L Benini
IEEE Internet of Things journal 8 (6), 4433-4447, 2020
Lightweight neural architecture search for temporal convolutional networks at the edge
M Risso, A Burrello, F Conti, L Lamberti, Y Chen, L Benini, E Macii, ...
IEEE Transactions on Computers 72 (3), 744-758, 2022
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