LA
Luca Antiga
Models, CardiovascularArteriovenous Shunt, SurgicalHemodynamicsComputer SimulationRenal DialysisDecision Support TechniquesHemorheologyArtifactscs.AIcs.LG
On Valency
published · living versionsW_p6qsgd29·v1 · currentpublished
PyTorch: An Imperative Style, High-Performance Deep Learning Library
with Adam Paszke, Sam Gross, Francisco Massa, Adam Lerer +16
1 version
Preprints & journals
63 papers in the corpus · 2001–2025Interoperable Traceability in Agrifood Supply Chains: Enhancing Transport Systems Through IoT Sensor Data, Blockchain, and DataSpace.40968936 · Farina, Giovanni, Kocian, Alexander, Brunori, Gianluca et al.2025 · 25 citationsSensors (Basel, Switzerland). 2025;25(11)
NeurIPS 2023 LLM Efficiency Fine-tuning Competition2503.13507v1 · Mark Saroufim, Yotam Perlitz, Leshem Choshen et al.2025 · 0 citationsarXiv
AI-SCoRE (artificial intelligence-SARS CoV2 risk evaluation): a fast, objective and fully automated platform to predict the outcome in COVID-19 patients.36038790 · Palmisano, Anna, Vignale, Davide, Boccia, Edda et al.2022 · 18 citationsLa Radiologia medica. 2022;127(9):960-972
Hospitals with and without neurosurgery: a comparative study evaluating the outcome of patients with traumatic brain injury.34727955 · Giugni, Aimone, Gamberini, Lorenzo, Carrara, Greta et al.2021 · 14 citationsScandinavian journal of trauma, resuscitation and emergency medicine. 2021;29(1):158
Prognostic Value of a Combination of Circulating Biomarkers in Critically Ill Patients with Traumatic Brain Injury: Results from the European CREACTIVE Study.34235978 · Gradisek, Primoz, Carrara, Greta, Antiga, Luca et al.2022 · 18 citationsJournal of neurotrauma. 2021;38(19):2667-2676
Avalanche: an End-to-End Library for Continual Learning2104.00405v1 · Vincenzo Lomonaco, Lorenzo Pellegrini, Andrea Cossu et al.2021 · 138 citationsarXiv
PROSAFE: a European endeavor to improve quality of critical care medicine in seven countries.33337119 · Finazzi, Stefano, Paci, Giulia, Antiga, Luca et al.2021 · 31 citationsMinerva anestesiologica. 2020;86(12):1305-1320
Biomarkers for Traumatic Brain Injury: Data Standards and Statistical Considerations.32046588 · Huie, J Russell, Mondello, Stefania, Lindsell, Christopher J et al.2022 · 50 citationsJournal of neurotrauma. 2021;38(18):2514-2529
PyTorch: An Imperative Style, High-Performance Deep Learning Library1912.01703v1 · Adam Paszke, Sam Gross, Francisco Massa et al.2019 · 31,494 citationsarXivon Valency
Convolutional Neural Networks Promising in Lung Cancer T-Parameter Assessment on Baseline FDG-PET/CT.30510492 · Kirienko, Margarita, Sollini, Martina, Silvestri, Giorgia et al.2019 · 88 citationsContrast media & molecular imaging. 2018;2018:1382309
Modeling hemodynamics in intracranial aneurysms: Comparing accuracy of CFD solvers based on finite element and finite volume schemes.29858530 · Botti, Lorenzo, Paliwal, Nikhil, Conti, Pierangelo et al.2019 · 18 citationsInternational journal for numerical methods in biomedical engineering. 2018;34(9):e3111
A fluid-dynamic based approach to reconnect the retinal vessels in fundus photography.29059885 · Caliva, Francesco, Hunter, Andrew, Chudzik, Piotr et al.2018 · 5 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2017;2017:360-364
Effect of Sirolimus on Disease Progression in Patients with Autosomal Dominant Polycystic Kidney Disease and CKD Stages 3b-4.26912555 · Ruggenenti, Piero, Gentile, Giorgio, Perico, Norberto et al.2017 · 44 citationsClinical journal of the American Society of Nephrology : CJASN. 2016;11(5):785-794
AView: An Image-based Clinical Computational Tool for Intracranial Aneurysm Flow Visualization and Clinical Management.26101034 · Xiang, Jianping, Antiga, Luca, Varble, Nicole et al.2017 · 40 citationsAnnals of biomedical engineering. 2016;44(4):1085-96
pyNS: an open-source framework for 0D haemodynamic modelling.25549775 · Manini, Simone, Antiga, Luca, Botti, Lorenzo et al.2016 · 21 citationsAnnals of biomedical engineering. 2015;43(6):1461-73
Multi-trajectories automatic planner for StereoElectroEncephaloGraphy (SEEG).24748210 · De Momi, E, Caborni, C, Cardinale, F et al.2016 · 67 citationsInternational journal of computer assisted radiology and surgery. 2014;9(6):1087-97
Factors affecting formation and rupture of intracranial saccular aneurysms.24306170 · Bacigaluppi, S, Piccinelli, M, Antiga, L et al.2014 · 57 citationsNeurosurgical review. 2014;37(1):1-14
Effect of longacting somatostatin analogue on kidney and cyst growth in autosomal dominant polycystic kidney disease (ALADIN): a randomised, placebo-controlled, multicentre trial.23972263 · Caroli, Anna, Perico, Norberto, Perna, Annalisa et al.2013 · 259 citationsLancet (London, England). 2013;382(9903):1485-95
Kidney failure: aims for the next 10 years and barriers to success.23727164 · Remuzzi, Giuseppe, Benigni, Ariela, Finkelstein, Fredric O et al.2013 · 58 citationsLancet (London, England). 2013;382(9889):353-62
Validation of a patient-specific hemodynamic computational model for surgical planning of vascular access in hemodialysis patients.23715122 · Caroli, Anna, Manini, Simone, Antiga, Luca et al.2014 · 80 citationsKidney international. 2013;84(6):1237-45
Impact of hemodynamics on lumen boundary displacements in abdominal aortic aneurysms by means of dynamic computed tomography and computational fluid dynamics.23446648 · Piccinelli, Marina, Vergara, Christian, Antiga, Luca et al.2014 · 30 citationsBiomechanics and modeling in mechanobiology. 2013;12(6):1263-76
Computational model for simulation of vascular adaptation following vascular access surgery in haemodialysis patients.23281788 · Manini, Simone, Passera, Katia, Huberts, Wouter et al.2014 · 36 citationsComputer methods in biomechanics and biomedical engineering. 2014;17(12):1358-67
Automatic trajectory planner for StereoElectroEncephaloGraphy procedures: a retrospective study.23221797 · De Momi, Elena, Caborni, Chiara, Cardinale, Francesco et al.2013 · 45 citationsIEEE transactions on bio-medical engineering. 2013;60(4):986-93
The accuracy of ultrasound volume flow measurements in the complex flow setting of a forearm vascular access.23172170 · Van Canneyt, Koen, Swillens, Abigail, Lovstakken, Lasse et al.2014 · 23 citationsThe journal of vascular access. 2013;14(3):281-90
Helical flows and asymmetry of blood jet in dilated ascending aorta with normally functioning bicuspid valve.23053594 · Faggiano, Elena, Antiga, Luca, Puppini, Giovanni et al.2014 · 57 citationsBiomechanics and modeling in mechanobiology. 2013;12(4):801-13
Patient-specific model of arterial circulation for surgical planning of vascular access.23032951 · Passera, Katia, Manini, Simone, Antiga, Luca et al.2014 · 16 citationsThe journal of vascular access. 2013;14(2):180-92
Intracranial aneurysm neck size overestimation with 3D rotational angiography: the impact on intra-aneurysmal hemodynamics simulated with computational fluid dynamics.22899789 · Schneiders, J J, Marquering, H A, Antiga, L et al.2013 · 49 citationsAJNR. American journal of neuroradiology. 2013;34(1):121-8
Improved prediction of disturbed flow via hemodynamically-inspired geometric variables.22552156 · Bijari, Payam B, Antiga, Luca, Gallo, Diego et al.2012 · 43 citationsJournal of biomechanics. 2012;45(9):1632-7
Automatic neck plane detection and 3D geometric characterization of aneurysmal sacs.22532324 · Piccinelli, Marina, Steinman, David A, Hoi, Yiemeng et al.2013 · 72 citationsAnnals of biomedical engineering. 2012;40(10):2188-211
Influence of bicuspid valve geometry on ascending aortic fluid dynamics: a parametric study.21995712 · Vergara, Christian, Viscardi, Francesca, Antiga, Luca et al.2012 · 62 citationsArtificial organs. 2012;36(4):368-78
Clinical study protocol for the ARCH project - computational modeling for improvement of outcome after vascular access creation.21667457 · Bode, Aron, Caroli, Anna, Huberts, Wouter et al.2012 · 27 citationsThe journal of vascular access. 2011;12(4):369-76
On the importance of blood rheology for bulk flow in hemodynamic models of the carotid bifurcation.21752380 · Morbiducci, Umberto, Gallo, Diego, Massai, Diana et al.2012 · 126 citationsJournal of biomechanics. 2011;44(13):2427-38
Intermediate volume on computed tomography imaging defines a fibrotic compartment that predicts glomerular filtration rate decline in autosomal dominant polycystic kidney disease patients.21683674 · Caroli, Anna, Antiga, Luca, Conti, Sara et al.2012 · 22 citationsThe American journal of pathology. 2011;179(2):619-27
An integrated framework to quantitatively link mouse-specific hemodynamics to aneurysm formation in angiotensin II-infused ApoE -/- mice.21614649 · Trachet, Bram, Renard, Marjolijn, De Santis, Gianluca et al.2011 · 48 citationsAnnals of biomedical engineering. 2011;39(9):2430-44
Geometry of the internal carotid artery and recurrent patterns in location, orientation, and rupture status of lateral aneurysms: an image-based computational study.21273931 · Piccinelli, Marina, Bacigaluppi, Susanna, Boccardi, Edoardo et al.2012 · 51 citationsNeurosurgery. 2011;68(5):1270-85; discussion 1285
Scan-Rescan reproducibility of carotid bifurcation geometry from routine contrast-enhanced MR angiography.21274992 · Bijari, Payam B, Antiga, Luca, Wasserman, Bruce A et al.2011 · 14 citationsJournal of magnetic resonance imaging : JMRI. 2011;33(2):482-9
Shear stress reverses dome formation in confluent renal tubular cells.22178879 · Cattaneo, Irene, Condorelli, Lucia, Terrinoni, Anna R et al.2012 · 29 citationsCellular physiology and biochemistry : international journal of experimental cellular physiology, biochemistry, and pharmacology. 2011;28(4):673-82
Comparative finite element model analysis of ascending aortic flow in bicuspid and tricuspid aortic valve.20618222 · Viscardi, Francesca, Vergara, Christian, Antiga, Luca et al.2011 · 94 citationsArtificial organs. 2010;34(12):1114-20
Outflow conditions for image-based hemodynamic models of the carotid bifurcation: implications for indicators of abnormal flow.20815639 · Morbiducci, Umberto, Gallo, Diego, Massai, Diana et al.2011 · 118 citationsJournal of biomechanical engineering. 2010;132(9):091005
Quantitative analysis of bulk flow in image-based hemodynamic models of the carotid bifurcation: the influence of outflow conditions as test case.20589532 · Morbiducci, Umberto, Gallo, Diego, Ponzini, Raffaele et al.2011 · 65 citationsAnnals of biomedical engineering. 2010;38(12):3688-705
Sirolimus therapy to halt the progression of ADPKD.20466742 · Perico, Norberto, Antiga, Luca, Caroli, Anna et al.2010 · 167 citationsJournal of the American Society of Nephrology : JASN. 2010;21(6):1031-40
Overestimation of cerebral aneurysm wall thickness by black blood MRI?20187225 · Steinman, David A, Antiga, Luca, Wasserman, Bruce A2010 · 11 citationsJournal of magnetic resonance imaging : JMRI. 2010;31(3):766
Reducing polycystic liver volume in ADPKD: effects of somatostatin analogue octreotide.20185596 · Caroli, Anna, Antiga, Luca, Cafaro, Mariateresa et al.2010 · 146 citationsClinical journal of the American Society of Nephrology : CJASN. 2010;5(5):783-9
Software for hepatic vessel classification: feasibility study for virtual surgery.20033513 · Sboarina, A, Foroni, R I, Minicozzi, A et al.2010 · 22 citationsInternational journal of computer assisted radiology and surgery. 2010;5(1):39-48
Correlations among indicators of disturbed flow at the normal carotid bifurcation.19449967 · Lee, Sang-Wook, Antiga, Luca, Steinman, David A2009 · 265 citationsJournal of biomechanical engineering. 2009;131(6):061013
A framework for geometric analysis of vascular structures: application to cerebral aneurysms.19447701 · Piccinelli, Marina, Veneziani, Alessandro, Steinman, David A et al.2009 · 348 citationsIEEE transactions on medical imaging. 2009;28(8):1141-55
Developing regulatory-compliant electronic case report forms for clinical trials: experience with the demand trial.19261946 · Ene-Iordache, Bogdan, Carminati, Sergio, Antiga, Luca et al.2009 · 37 citationsJournal of the American Medical Informatics Association : JAMIA. 2009;16(3):404-8
Rethinking turbulence in blood.19458411 · Antiga, Luca, Steinman, David A2009 · 126 citationsBiorheology. 2009;46(2):77-81
An objective approach to digital removal of saccular aneurysms: technique and applications.20348537 · Ford, M D, Hoi, Y, Piccinelli, M et al.2010 · 87 citationsThe British journal of radiology. 2009;82 Spec No 1:S55-61
On the overestimation of early wall thickening at the carotid bulb by black blood MRI, with implications for coronary and vulnerable plaque imaging.18956420 · Antiga, L, Wasserman, B A, Steinman, D A2009 · 90 citationsMagnetic resonance in medicine. 2008;60(5):1020-8
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