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 | 119 | 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 | 110 | 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 | 100 | 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 | 85 | 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 | 82 | 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 | 79 | 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 | 74 | 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 | 63 | 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 | 62 | 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 | 60 | 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 | 51 | 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 | 50 | 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 | 46 | 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 | 40 | 2021 |
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 | 31 | 2022 |
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 | 31 | 2021 |
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 | 31 | 2019 |
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 | 30 | 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 | 29 | 2020 |
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 | 28 | 2020 |