activity
20182022
most citedPhysics-informed neural networks for improving cerebral hemodynamics predictions

4 citations · 4 across the 4 of their papers we have counts for

collaborators

6 papers

q-bio.QM2022

Cerebrovascular morphology in aging and disease -- imaging biomarkers for ischemic stroke and Alzheimers disease

Aditi Deshpande, Nitya Kari, Jordan Elliott McKenzie +7

Background and Purpose: Altered brain vasculature is a key phenomenon in several neurologic disorders. This paper presents a quantitative assessment of vascular morphology in healt…

q-bio.QM2022

Hyperacute pathophysiology of traumatic and vascular brain injury captured by ultrasound, photoacoustic, and magnetic resonance imaging

Ali Kamali, Laurel Dieckhaus, Emily C. Peters +5

Cerebrovascular dynamics and pathomechanisms that evolve in the minutes and hours following traumatic vascular injury in the brain remain largely unknown. We investigated the patho…

physics.med-ph20214 cited

Physics-informed neural networks for improving cerebral hemodynamics predictions

Mohammad Sarabian, Hessam Babaee, Kaveh Laksari

Determining brain hemodynamics plays a critical role in the diagnosis and treatment of various cerebrovascular diseases. In this work, we put forth a physics-informed deep learning…

q-bio.QM2020

Low-rank representation of head impact kinematics: A data-driven emulator

Patricio Arrue, Nima Toosizadeh, Hessam Babaee +1

Head motion induced by impacts has been deemed as one of the most important measures in brain injury prediction, given that the majority of brain injury metrics use head kinematics…

q-bio.QM2020

Automatic Segmentation, Feature Extraction and Comparison of Healthy and Stroke Cerebral Vasculature

Aditi Deshpande, Nima Jamilpour, Bin Jiang +3

Accurate segmentation of cerebral vasculature and a quantitative assessment of cerebrovascular morphology is critical to various diagnostic and therapeutic purposes and is pertinen…

q-bio.QM2018

Multi-directional dynamic model for traumatic brain injury detection

Kaveh Laksari, Michael Fanton, Lyndia C. Wu +13

Traumatic brain injury (TBI) is a complex injury that is hard to predict and diagnose, with many studies focused on associating head kinematics to brain injury risk. Recently, ther…