Results 191 to 200 of about 80,042 (308)

DeepVelo: Single-cell transcriptomic deep velocity field learning with neural ordinary differential equations. [PDF]

Sci Adv, 2022
Chen Z, King WC, Hwang A, Gerstein M, Zhang J.   +4 more
europepmc   +1 more source

Neurochemical Endpoints to Inform Early‐Stage Trials of Spinocerebellar Ataxia 2 and 3 in a Multisite Setting

Annals of Clinical and Translational Neurology, EarlyView.
ABSTRACT Objective Neurochemical levels measured by brain MR spectroscopy (MRS) have been proposed as endpoints for clinical trials in early‐stage spinocerebellar ataxia (SCA) trials. We tested their trial‐readiness by quantifying neurochemicals in three affected brain regions in early‐stage cohorts of SCA2 and SCA3, examining their reproducibility in ...
James M. Joers, Yaqiao Wei, Dinesh K. Deelchand, Adam Berrington, Young Woo Park, Guita Banan, Michal Povazan, Jens T. Rosenberg, André J. W. van der Kouwe, Tetsuo Ashizawa, Khalaf O. Bushara, Chiadi U. Onyike, Sub H. Subramony, Jeremy D. Schmahmann, Brian J. Soher, Peter B. Barker, Thomas H. Mareci, Eva‐Maria Ratai, Lynn E. Eberly, Gülin Öz   +19 more
wiley   +1 more source

Modeling Chemical Reaction Networks Using Neural Ordinary Differential Equations. [PDF]

J Chem Inf Model
Thöni ACM, Robinson WE, Bachrach Y, Huck WTS, Kachman T.   +4 more
europepmc   +1 more source

Forecasting the outcome of spintronic experiments with Neural Ordinary Differential Equations. [PDF]

Nat Commun, 2022
Chen X, Araujo FA, Riou M, Torrejon J, Ravelosona D, Kang W, Zhao W, Grollier J, Querlioz D.   +8 more
europepmc   +1 more source

Digital Cognitive Phenotyping for Differential Diagnosis and Monitoring in Neurological Conditions

Annals of Clinical and Translational Neurology, EarlyView.
ABSTRACT Objective To assess the utility, accessibility, and equivalence to supervised scales of online cognitive assessment in older individuals with cognitive impairment. Methods Patients with Alzheimer's disease (AD, n = 31), idiopathic normal pressure hydrocephalus (iNPH, n = 26), and traumatic brain injury (TBI, n = 23) completed online cognitive ...
Martina Del Giovane, Valentina Giunchiglia, Michael C. B. David, Magdalena A. Kolanko, William R. Trender, Peter J. Hellyer, Harmeena Kaur, David J. Sharp, Christopher Carswell, Paresh A. Malhotra, Adam Hampshire   +10 more
wiley   +1 more source

A thermodynamic inspired AI based search algorithm for solving ordinary differential equations. [PDF]

Sci Rep
Murugesh V, Priyadharshini M, Mahesh TR, Esleman EA.   +3 more
europepmc   +1 more source

Generation of realistic synthetic data using Multimodal Neural Ordinary Differential Equations. [PDF]

NPJ Digit Med, 2022
Wendland P, Birkenbihl C, Gomez-Freixa M, Sood M, Kschischo M, Fröhlich H.   +5 more
europepmc   +1 more source

Thalamo‐Lesional Connectivity Signatures of Bilateral Tonic–Clonic Seizures in Focal Cortical Dysplasia‐Related Epilepsy

Annals of Clinical and Translational Neurology, EarlyView.
ABSTRACT Objectives Focal cortical dysplasia (FCD) is the most common etiology of drug‐resistant epilepsy in children. Focal to bilateral tonic–clonic seizures (FBTCS) mark a high risk of drug‐resistant epilepsy and involve thalamocortical circuitry in their generation and propagation.
Hua Xie, Xiaotong Li, Venkata Sita Priyanka Illapani, Leigh N. Sepeta, Jason Schroeder, Chima O. Oluigbo, Madison M. Berl, William D. Gaillard, Nathan T. Cohen   +8 more
wiley   +1 more source

Integrating Kolmogorov-Arnold networks with ordinary differential equations for efficient, interpretable, and robust deep learning: Epidemiology of infectious diseases as a case study. [PDF]

Infect Dis Model
Ma K, Lu X, Bragazzi NL, Selzer D, Lehr T, Tang B.   +5 more
europepmc   +1 more source

Recurrent neural networks for dynamical systems: Applications to ordinary differential equations, collective motion, and hydrological modeling. [PDF]

Chaos, 2023
Gajamannage K, Jayathilake DI, Park Y, Bollt EM.   +3 more
europepmc   +1 more source