Archivio Istituzionale della RicercaBURRELLO, ALESSIO
BURRELLO, ALESSIO
Dipartimento Interateneo di Scienze, Progetto e Politiche del Territorio
036284
One-shot Learning for iEEG Seizure Detection Using End-to-end Binary Operations: Local Binary Patterns with Hyperdimensional Computing
2018 Burrello, Alessio; Schindler, Kaspar; Benini, Luca; Rahimi, Abbas
Immunohistopathology and Steroid Profiles Associated With Biochemical Outcomes After Adrenalectomy for Unilateral Primary Aldosteronism
2018 Meyer, Lucie S; Wang, Xiao; Sušnik, Eva; Burrello, Jacopo; Burrello, Alessio; Castellano, Isabella; Eisenhofer, Graeme; Fallo, Francesco; Kline, Gregory A; Knösel, Thomas; Kocjan, Tomaz; Lenders, Jacques W M; Mulatero, Paolo; Naruse, Mitsuhide; Nishikawa, Tetsuo; Peitzsch, Mirko; Rump, Lars C; Beuschlein, Felix; Hahner, Stefanie; Gomez-Sanchez, Celso E; Reincke, Martin; Williams, Tracy Ann
Classification of microadenomas in patients with primary aldosteronism by steroid profiling
2019 Yang, Yuhong; Burrello, Jacopo; Burrello, Alessio; Eisenhofer, Graeme; Peitzsch, Mirko; Tetti, Martina; Knösel, Thomas; Beuschlein, Felix; Lenders, Jacques W M; Mulatero, Paolo; Reincke, Martin; Williams, Tracy Ann
Laelaps: An Energy-Efficient Seizure Detection Algorithm from Long-term Human iEEG Recordings without False Alarms
2019 Burrello, Alessio; Cavigelli, Lukas; Schindler, Kaspar; Benini, Luca; Rahimi, Abbas
Detection of orthostatic hypotension with ambulatory blood pressure monitoring in parkinson's disease
2019 Vallelonga, Fabrizio; Romagnolo, Alberto; Merola, Aristide; Sobrero, Gabriele; Di Stefano, Cristina; Milazzo, Valeria; Burrello, Jacopo; Burrello, Alessio; Zibetti, Maurizio; Milan, Alberto; Veglio, Franco; Maule, Simona
Embedding principal component analysis for data reduction in structural health monitoring on low-cost IoT gateways
2019 Burrello, Alessio; Marchioni, Alex; Brunelli, Davide; Benini, Luca
Blood pressure circadian rhythm alterations in alpha-synucleinopathies
2019 Vallelonga, Fabrizio; Di Stefano, Cristina; Merola, Aristide; Romagnolo, Alberto; Sobrero, Gabriele; Milazzo, Valeria; Burrello, Alessio; Burrello, Jacopo; Zibetti, Maurizio; Veglio, Franco; Maule, Simona
Work-in-Progress: DORY: Lightweight Memory Hierarchy Management for Deep NN Inference on IoT Endnodes
2019 Burrello, A; Conti, F; Garofalo, A; Rossi, D; Benini, L
Development and Validation of Prediction Models for Subtype Diagnosis of Patients With Primary Aldosteronism
2020 Burrello, Jacopo; Burrello, Alessio; Pieroni, Jacopo; Sconfienza, Elisa; Forestiero, Vittorio; Rabbia, Paola; Adolf, Christian; Reincke, Martin; Veglio, Franco; Williams, Tracy Ann; Monticone, Silvia; Mulatero, Paolo
Enhancing Structural Health Monitoring with Vehicle Identification and Tracking
2020 Burrello, Alessio; Brunelli, Davide; Malavisi, Marzia; Benini, Luca
An extracellular vesicle epitope profile is associated with acute myocardial infarction
2020 Burrello, Jacopo; Bolis, Sara; Balbi, Carolina; Burrello, Alessio; Provasi, Elena; Caporali, Elena; Gauthier, Lorenzo Grazioli; Peirone, Andrea; D'Ascenzo, Fabrizio; Monticone, Silvia; Barile, Lucio; Vassalli, Giuseppe
Prediction of hyperaldosteronism subtypes when adrenal vein sampling is unilaterally successful
2020 Burrello, Jacopo; Burrello, Alessio; Pieroni, Jacopo; Sconfienza, Elisa; Forestiero, Vittorio; Amongero, Martina; Rossato, Denis; Veglio, Franco; Williams, Tracy A; Monticone, Silvia; Mulatero, Paolo
Circulating extracellular vesicles as non-invasive biomarker of rejection in heart transplant
2020 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
Energy-efficient adaptive machine learning on IoT end-nodes with class-dependent confidence
2020 Daghero, F.; Burrello, A.; Jahier Pagliari, D.; Benini, L.; Macii, E.; Poncino, M.
Robust Real-Time Embedded EMG Recognition Framework Using Temporal Convolutional Networks on a Multicore IoT Processor
2020 Zanghieri, Marcello; Benatti, Simone; Burrello, Alessio; Kartsch, Victor; Conti, Francesco; Benini, Luca
The Primary Aldosteronism Surgical Outcome Score for the Prediction of Clinical Outcomes After Adrenalectomy for Unilateral Primary Aldosteronism
2020 Burrello, Jacopo; Burrello, Alessio; Stowasser, Michael; Nishikawa, Tetsuo; Quinkler, Marcus; Prejbisz, Aleksander; Lenders, Jacques W M; Satoh, Fumitoshi; Mulatero, Paolo; Reincke, Martin; Williams, Tracy Ann
Temporal Variability Analysis in sEMG Hand Grasp Recognition using Temporal Convolutional Networks
2020 Zanghieri, M; Benatti, S; Conti, F; Burrello, A; Benini, L
Immune profiling of plasma-derived extracellular vesicles identifies Parkinson disease
2020 Vacchi, Elena; Burrello, Jacopo; Di Silvestre, Dario; Burrello, Alessio; Bolis, Sara; Mauri, Pierluigi; Vassalli, Giuseppe; Cereda, Carlo W; Farina, Cinthia; Barile, Lucio; Kaelin-Lang, Alain; Melli, Giorgia
Hyperdimensional Computing With Local Binary Patterns: One-Shot Learning of Seizure Onset and Identification of Ictogenic Brain Regions Using Short-Time iEEG Recordings
2020 Burrello, Alessio; Schindler, Kaspar; Benini, Luca; Rahimi, Abbas
An Ensemble of Hyperdimensional Classifiers: Hardware-Friendly Short-Latency Seizure Detection With Automatic iEEG Electrode Selection
2021 Burrello, Alessio; Benatti, Simone; Schindler, Kaspar; Benini, Luca; Rahimi, Abbas
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| One-shot Learning for iEEG Seizure Detection Using End-to-end Binary Operations: Local Binary Patterns with Hyperdimensional Computing / Burrello, Alessio; Schindler, Kaspar; Benini, Luca; Rahimi, Abbas. - (2018), pp. 1-4. (Intervento presentato al convegno BioCAS18) [10.1109/biocas.2018.8584751]. | 1-gen-2018 | Alessio Burrello + | BioCAS___iEEG.pdf |
| Immunohistopathology and Steroid Profiles Associated With Biochemical Outcomes After Adrenalectomy for Unilateral Primary Aldosteronism / Meyer, Lucie S; Wang, Xiao; Sušnik, Eva; Burrello, Jacopo; Burrello, Alessio; Castellano, Isabella; Eisenhofer, Graeme; Fallo, Francesco; Kline, Gregory A; Knösel, Thomas; Kocjan, Tomaz; Lenders, Jacques W M; Mulatero, Paolo; Naruse, Mitsuhide; Nishikawa, Tetsuo; Peitzsch, Mirko; Rump, Lars C; Beuschlein, Felix; Hahner, Stefanie; Gomez-Sanchez, Celso E; Reincke, Martin; Williams, Tracy Ann. - In: HYPERTENSION. - ISSN 0194-911X. - 72:3(2018), pp. 650-657. [10.1161/HYPERTENSIONAHA.118.11465] | 1-gen-2018 | Burrello, Alessio + | 1 - post.pdf |
| Classification of microadenomas in patients with primary aldosteronism by steroid profiling / Yang, Yuhong; Burrello, Jacopo; Burrello, Alessio; Eisenhofer, Graeme; Peitzsch, Mirko; Tetti, Martina; Knösel, Thomas; Beuschlein, Felix; Lenders, Jacques W M; Mulatero, Paolo; Reincke, Martin; Williams, Tracy Ann. - In: JOURNAL OF STEROID BIOCHEMISTRY AND MOLECULAR BIOLOGY. - ISSN 0960-0760. - 189:(2019), pp. 274-282. [10.1016/j.jsbmb.2019.01.008] | 1-gen-2019 | Burrello, Alessio + | 4 - post.pdf |
| Laelaps: An Energy-Efficient Seizure Detection Algorithm from Long-term Human iEEG Recordings without False Alarms / Burrello, Alessio; Cavigelli, Lukas; Schindler, Kaspar; Benini, Luca; Rahimi, Abbas. - (2019), pp. 752-757. (Intervento presentato al convegno DATE19) [10.23919/date.2019.8715186]. | 1-gen-2019 | Alessio Burrello + | DATE___iEEG.pdf |
| Detection of orthostatic hypotension with ambulatory blood pressure monitoring in parkinson's disease / Vallelonga, Fabrizio; Romagnolo, Alberto; Merola, Aristide; Sobrero, Gabriele; Di Stefano, Cristina; Milazzo, Valeria; Burrello, Jacopo; Burrello, Alessio; Zibetti, Maurizio; Milan, Alberto; Veglio, Franco; Maule, Simona. - In: HYPERTENSION RESEARCH. - ISSN 0916-9636. - 42:(2019), pp. 1552-1560. [10.1038/s41440-019-0267-x] | 1-gen-2019 | Di Stefano, CristinaMilazzo, ValeriaBurrello, AlessioMilan, Alberto + | s41440-019-0267-x.pdf |
| Embedding principal component analysis for data reduction in structural health monitoring on low-cost IoT gateways / Burrello, Alessio; Marchioni, Alex; Brunelli, Davide; Benini, Luca. - (2019), pp. 235-239. (Intervento presentato al convegno CF '19: Proceedings of the 16th ACM International Conference on Computing Frontiers) [10.1145/3310273.3322822]. | 1-gen-2019 | Alessio Burrello + | CF_____HPCA.pdf |
| Blood pressure circadian rhythm alterations in alpha-synucleinopathies / Vallelonga, Fabrizio; Di Stefano, Cristina; Merola, Aristide; Romagnolo, Alberto; Sobrero, Gabriele; Milazzo, Valeria; Burrello, Alessio; Burrello, Jacopo; Zibetti, Maurizio; Veglio, Franco; Maule, Simona. - In: JOURNAL OF NEUROLOGY. - ISSN 0340-5354. - 266:5(2019), pp. 1141-1152. [10.1007/s00415-019-09244-w] | 1-gen-2019 | Burrello, Alessio + | 3 - post.pdf |
| Work-in-Progress: DORY: Lightweight Memory Hierarchy Management for Deep NN Inference on IoT Endnodes / Burrello, A; Conti, F; Garofalo, A; Rossi, D; Benini, L. - (2019), pp. 1-2. (Intervento presentato al convegno ESWEEK) [10.1145/3349567.3351726]. | 1-gen-2019 | Burrello, A + | ESWEEK_____DORY.pdf |
| Development and Validation of Prediction Models for Subtype Diagnosis of Patients With Primary Aldosteronism / Burrello, Jacopo; Burrello, Alessio; Pieroni, Jacopo; Sconfienza, Elisa; Forestiero, Vittorio; Rabbia, Paola; Adolf, Christian; Reincke, Martin; Veglio, Franco; Williams, Tracy Ann; Monticone, Silvia; Mulatero, Paolo. - In: THE JOURNAL OF CLINICAL ENDOCRINOLOGY AND METABOLISM. - ISSN 0021-972X. - 105:10(2020), pp. e3706-e3717. [10.1210/clinem/dgaa379] | 1-gen-2020 | Burrello, Alessio + | 11 - post.pdf; 11 - pre.pdf |
| Enhancing Structural Health Monitoring with Vehicle Identification and Tracking / Burrello, Alessio; Brunelli, Davide; Malavisi, Marzia; Benini, Luca. - (2020), pp. 1-6. (Intervento presentato al convegno 2020 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)) [10.1109/I2MTC43012.2020.9128641]. | 1-gen-2020 | Burrello, Alessio + | I_MTC_____CarDetection.pdf |
| An extracellular vesicle epitope profile is associated with acute myocardial infarction / Burrello, Jacopo; Bolis, Sara; Balbi, Carolina; Burrello, Alessio; Provasi, Elena; Caporali, Elena; Gauthier, Lorenzo Grazioli; Peirone, Andrea; D'Ascenzo, Fabrizio; Monticone, Silvia; Barile, Lucio; Vassalli, Giuseppe. - In: JOURNAL OF CELLULAR AND MOLECULAR MEDICINE. - ISSN 1582-1838. - 24:17(2020), pp. 9945-9957. [10.1111/jcmm.15594] | 1-gen-2020 | Burrello, Alessio + | 10 - post.pdf |
| Prediction of hyperaldosteronism subtypes when adrenal vein sampling is unilaterally successful / Burrello, Jacopo; Burrello, Alessio; Pieroni, Jacopo; Sconfienza, Elisa; Forestiero, Vittorio; Amongero, Martina; Rossato, Denis; Veglio, Franco; Williams, Tracy A; Monticone, Silvia; Mulatero, Paolo. - In: EUROPEAN JOURNAL OF ENDOCRINOLOGY. - ISSN 0804-4643. - 183:6(2020), pp. 657-667. [10.1530/EJE-20-0656] | 1-gen-2020 | Burrello, AlessioAmongero, Martina + | 6 - pre.pdf; 6 - post.pdf |
| Circulating extracellular vesicles as non-invasive biomarker of rejection in heart transplant / 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. - In: THE JOURNAL OF HEART AND LUNG TRANSPLANTATION. - ISSN 1053-2498. - 39:10(2020), pp. 1136-1148. [10.1016/j.healun.2020.06.011] | 1-gen-2020 | Burrello, Alessio + | 7 - post.pdf; 7+-+pre_compressed.pdf |
| Energy-efficient adaptive machine learning on IoT end-nodes with class-dependent confidence / Daghero, F.; Burrello, A.; Jahier Pagliari, D.; Benini, L.; Macii, E.; Poncino, M.. - ELETTRONICO. - (2020), pp. 1-4. (Intervento presentato al convegno 27th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2020 tenutosi a Virtual conference nel 2020) [10.1109/ICECS49266.2020.9294863]. | 1-gen-2020 | Daghero F.Burrello A.Jahier Pagliari D.Macii E.Poncino M. + | Daghero et al. - 2020 - Energy-Efficient Adaptive Machine Learning on IoT End-Nodes With Class-Dependent Confidence.pdf; class_score_margin.pdf |
| Robust Real-Time Embedded EMG Recognition Framework Using Temporal Convolutional Networks on a Multicore IoT Processor / Zanghieri, Marcello; Benatti, Simone; Burrello, Alessio; Kartsch, Victor; Conti, Francesco; Benini, Luca. - In: IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS. - ISSN 1932-4545. - 14:2(2020), pp. 244-256. [10.1109/TBCAS.2019.2959160] | 1-gen-2020 | Burrello, Alessio + | TbioCAS_____TCNsEMG.pdf |
| The Primary Aldosteronism Surgical Outcome Score for the Prediction of Clinical Outcomes After Adrenalectomy for Unilateral Primary Aldosteronism / Burrello, Jacopo; Burrello, Alessio; Stowasser, Michael; Nishikawa, Tetsuo; Quinkler, Marcus; Prejbisz, Aleksander; Lenders, Jacques W M; Satoh, Fumitoshi; Mulatero, Paolo; Reincke, Martin; Williams, Tracy Ann. - In: ANNALS OF SURGERY. - ISSN 0003-4932. - 272:6(2020), pp. 1125-1132. [10.1097/SLA.0000000000003200] | 1-gen-2020 | Burrello, Alessio + | 9 - pre.pdf; 9 - post.pdf |
| Temporal Variability Analysis in sEMG Hand Grasp Recognition using Temporal Convolutional Networks / Zanghieri, M; Benatti, S; Conti, F; Burrello, A; Benini, L. - (2020), pp. 228-232. (Intervento presentato al convegno 2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS)) [10.1109/AICAS48895.2020.9073888]. | 1-gen-2020 | Burrello, A + | AICAS___EMG.pdf |
| Immune profiling of plasma-derived extracellular vesicles identifies Parkinson disease / Vacchi, Elena; Burrello, Jacopo; Di Silvestre, Dario; Burrello, Alessio; Bolis, Sara; Mauri, Pierluigi; Vassalli, Giuseppe; Cereda, Carlo W; Farina, Cinthia; Barile, Lucio; Kaelin-Lang, Alain; Melli, Giorgia. - In: NEUROLOGY® NEUROIMMUNOLOGY & NEUROINFLAMMATION. - ISSN 2332-7812. - 7:6(2020), p. e866. [10.1212/NXI.0000000000000866] | 1-gen-2020 | Burrello, Alessio + | 8 - post.pdf |
| Hyperdimensional Computing With Local Binary Patterns: One-Shot Learning of Seizure Onset and Identification of Ictogenic Brain Regions Using Short-Time iEEG Recordings / Burrello, Alessio; Schindler, Kaspar; Benini, Luca; Rahimi, Abbas. - In: IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING. - ISSN 0018-9294. - 67:2(2020), pp. 601-613. [10.1109/TBME.2019.2919137] | 1-gen-2020 | Burrello, Alessio + | iEEG_TBME____.pdf |
| An Ensemble of Hyperdimensional Classifiers: Hardware-Friendly Short-Latency Seizure Detection With Automatic iEEG Electrode Selection / Burrello, Alessio; Benatti, Simone; Schindler, Kaspar; Benini, Luca; Rahimi, Abbas. - In: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. - ISSN 2168-2194. - 25:4(2021), pp. 935-946. [10.1109/JBHI.2020.3022211] | 1-gen-2021 | Burrello, Alessio + | JBHI_______Epilepsy___ensamble.pdf |