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Burrello, Alessio; Benatti, Simone; Schindler, Kaspar; Benini, Luca; Rahimi, Abbas (2021). An Ensemble of Hyperdimensional Classifiers: Hardware-Friendly Short-Latency Seizure Detection with Automatic iEEG Electrode Selection. IEEE journal of biomedical and health informatics, 25(4), pp. 935-946. Institute of Electrical and Electronics Engineers 10.1109/JBHI.2020.3022211
Vacchi, Elena; Burrello, Jacopo; Burrello, Alessio; Bolis, Sara; Monticone, Silvia; Barile, Lucio; Kaelin-Lang, Alain; Melli, Giorgia (2021). Profiling Inflammatory Extracellular Vesicles in Plasma and Cerebrospinal Fluid: An Optimized Diagnostic Model for Parkinson's Disease. Biomedicines, 9(3) MDPI 10.3390/biomedicines9030230
Burrello, Alessio; Schindler, Kaspar Anton; Benini, Luca; Rahimi, Abbas (2020). Hyperdimensional Computing with Local Binary Patterns: One-shot Learning for Seizure Onset Detection and Identification of Ictogenic Brain Regions from Short-time iEEG Recordings. IEEE transactions on bio-medical engineering, 67(2), pp. 601-613. Institute of Electrical and Electronics Engineers 10.1109/TBME.2019.2919137
Castellani, Chiara; Burrello, Jacopo; Fedrigo, Marny; Burrello, Alessio; Bolis, Sara; Di Silvestre, Dario; Tona, Francesco; Bottio, Tomaso; Biemmi, Vanessa; Toscano, Giuseppe; Gerosa, Gino; Thiene, Gaetano; Basso, Cristina; Longnus, Sarah L.; Vassalli, Giuseppe; Angelini, Annalisa; Barile, Lucio (2020). Circulating extracellular vesicles as non-invasive biomarker of rejection in heart transplant. Journal of heart and lung transplantation, 39(10), pp. 1136-1148. Elsevier 10.1016/j.healun.2020.06.011
Zanghieri, Marcello; Burrello, Alessio; Benatti, Simone; Schindler, Kaspar; Benini, Luca (2021). Low-Latency Detection of Epileptic Seizures from iEEG with Temporal Convolutional Networks on a Low-Power Parallel MCU. In: 2021 IEEE Sensors Applications Symposium (SAS) (pp. 1-6). IEEE 10.1109/SAS51076.2021.9530181
Burrello, Alessio; Cavigelli, Lukas; Schindler, Kaspar; Benini, Luca; Rahimi, Abbas (2019). Laelaps: An Energy-Efficient Seizure Detection Algorithm from Long-term Human iEEG Recordings without False Alarms. In: 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE) (pp. 752-757). IEEE 10.23919/DATE.2019.8715186
