Search Results - "Burrello, Alessio"

Reducing the Energy Consumption of sEMG-Based Gesture Recognition at the Edge Using Transformers and Dynamic Inference.

Authors: Xie, Chen Burrello, Alessio Daghero, Francesco et al.

Source: Sensors (14248220). Feb2023, Vol. 23 Issue 4, p2065. 21p.

Effects of Dietary Sodium Modulation on Circulating Extracellular Vesicles.

Authors: Burrello, Jacopo Buffolo, Fabrizio Honzel, Brooke et al.

Source: Hypertension (0194911X). Dec2025, Vol. 82 Issue 12, p2197-2207.

Human Activity Recognition on Microcontrollers with Quantized and Adaptive Deep Neural Networks.

Authors: DAGHERO, FRANCESCO BURRELLO, ALESSIO CHEN XI et al.

Source: ACM Transactions on Embedded Computing Systems; Aug2022, Vol. 21 Issue 4, p1-28, 28p

Pruning In Time (PIT): A Lightweight Network Architecture Optimizer for Temporal Convolutional Networks.

Authors: Risso, Matteo Burrello, Alessio Pagliari, Daniele Jahier et al.

Source: DAC: Annual ACM/IEEE Design Automation Conference; 2021, Issue 58, p1015-1020, 6p

DORY: Automatic End-to-End Deployment of Real-World DNNs on Low-Cost IoT MCUs.

Authors: Burrello, Alessio Garofalo, Angelo Bruschi, Nazareno et al.

Source: IEEE Transactions on Computers. Aug2021, Vol. 70 Issue 8, p1253-1268. 16p.

Subjects: Explicit memory, Internet of things, Constraint programming, Energy consumption, Microelectromechanical systems, Cache memory, Kernel operating systems

An Ensemble of Hyperdimensional Classifiers: Hardware-Friendly Short-Latency Seizure Detection With Automatic iEEG Electrode Selection.

Authors: Burrello, Alessio Benatti, Simone Schindler, Kaspar et al.

Source: IEEE Journal of Biomedical & Health Informatics. Apr2021, Vol. 25 Issue 4, p935-946. 12p.

Subjects: Electrodes, Epilepsy, Seizures (Medicine)

Hyperdimensional Computing With Local Binary Patterns: One-Shot Learning of Seizure Onset and Identification of Ictogenic Brain Regions Using Short-Time iEEG Recordings.

Authors: Burrello, Alessio Schindler, Kaspar Benini, Luca et al.

Source: IEEE Transactions on Biomedical Engineering. Feb2020, Vol. 67 Issue 2, p601-613. 13p.

Subjects: Seizures (Medicine), Symbolic dynamics, Cerebral hemispheres, Binary operations, Binary codes, Distributed algorithms, End-to-end delay

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Clinical Score and Machine Learning-Based Model to Predict Diagnosis of Primary Aldosteronism in Arterial Hypertension.

Authors: Buffolo, Fabrizio Burrello, Jacopo Burrello, Alessio et al.

Source: Hypertension (0194911X). Nov2021, Vol. 78 Issue 5, p1595-1604.

Immunohistopathology and Steroid Profiles Associated With Biochemical Outcomes After Adrenalectomy for Unilateral Primary Aldosteronism.

Authors: Wang, Xiao Meyer, Lucie S. Sušnik, Eva et al.

Source: Hypertension (0194911X). Sep2018, Vol. 72 Issue 3, p650-657.

Identification of a serum and urine extracellular vesicle signature predicting renal outcome after kidney transplant.

Authors: Burrello, Jacopo Monticone, Silvia Burrello, Alessio et al.

Source: Nephrology Dialysis Transplantation. Mar2023, Vol. 38 Issue 3, p764-777. 14p.

Prediction of All-Cause Mortality Following Percutaneous Coronary Intervention in Bifurcation Lesions Using Machine Learning Algorithms.

Authors: Burrello, Jacopo Gallone, Guglielmo Burrello, Alessio et al.

Source: Journal of Personalized Medicine. Jun2022, Vol. 12 Issue 6, p990. 16p.

A dynamic clamping approach using in silico IK1 current for discrimination of chamber-specific hiPSC-derived cardiomyocytes.

Authors: Altomare, Claudia Bartolucci, Chiara Sala, Luca et al.

Source: Communications Biology. 3/18/2023, Vol. 6 Issue 1, p1-13. 13p.

Classification of microadenomas in patients with primary aldosteronism by steroid profiling.

Authors: Yang, Yuhong Burrello, Jacopo Burrello, Alessio et al.

Source: Journal of Steroid Biochemistry & Molecular Biology. May2019, Vol. 189, p274-282. 9p.

Circulating extracellular vesicles as non-invasive biomarker of rejection in heart transplant.

Authors: Castellani, Chiara Burrello, Jacopo Fedrigo, Marny et al.

Source: Journal of Heart & Lung Transplantation. Oct2020, Vol. 39 Issue 10, p1136-1148. 13p.

Spiking Neural Network-Based Near-Sensor Computing for Damage Detection in Structural Health Monitoring.

Authors: Barchi, Francesco Zanatta, Luca Parisi, Emanuele et al.

Source: Future Internet. Aug2021, Vol. 13 Issue 8, p219. 1p.

Blood pressure circadian rhythm alterations in alpha-synucleinopathies.

Authors: Vallelonga, Fabrizio Di Stefano, Cristina Merola, Aristide et al.

Source: Journal of Neurology. May2019, Vol. 266 Issue 5, p1141-1152. 12p. 1 Diagram, 5 Charts, 1 Graph.

Risk stratification of patients with SARS-CoV-2 by tissue factor expression in circulating extracellular vesicles.

Authors: Burrello, Jacopo Caporali, Elena Gauthier, Lorenzo Grazioli et al.

Source: Vascular Pharmacology. Aug2022, Vol. 145, pN.PAG-N.PAG. 1p.

Replacing Attention With Modality-Wise Convolution for Energy-Efficient PPG-Based Heart Rate Estimation Using Knowledge Distillation.

Authors: Kasnesis P Toumanidis L Pagliari DJ et al.

Source: IEEE journal of biomedical and health informatics [IEEE J Biomed Health Inform] 2026 Jan; Vol. 30 (1), pp. 339-352.

Publication Type: Journal Article

Journal Info: Publisher: Institute of Electrical and Electronics Engineers Country of Publication: United States NLM ID: 101604520 Publication Model: Print Cited Medium: Internet ISSN: 2168-2208 (Electronic) Linking ISSN: 21682194 NLM ISO Abbreviation: IEEE J Biomed Health Inform Subsets: MEDLINE

Extracellular vesicle signature is associated with cardio-metabolic improvement after bariatric surgery.

Authors: Burrello J Gonzalez Melo M Taheri A et al.

Source: European journal of preventive cardiology [Eur J Prev Cardiol] 2025 Sep 05. Date of Electronic Publication: 2025 Sep 05.

Publication Type: Journal Article

Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 101564430 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2047-4881 (Electronic) Linking ISSN: 20474873 NLM ISO Abbreviation: Eur J Prev Cardiol Subsets: MEDLINE