User profiles for Tyler Toueg

Tyler Toueg

PhD Student, UC Berkeley
Verified email at berkeley.edu
Cited by 125

Tau PET imaging with 18F-PI-2620 in aging and neurodegenerative diseases

EC Mormino, TN Toueg, C Azevedo, JB Castillo… - European journal of …, 2021 - Springer
Purpose In vivo measurement of the spatial distribution of neurofibrillary tangle pathology is
critical for early diagnosis and disease monitoring of Alzheimer’s disease (AD). Methods …

True ultra-low-dose amyloid PET/MRI enhanced with deep learning for clinical interpretation

KT Chen, TN Toueg, MEI Koran, G Davidzon… - European journal of …, 2021 - Springer
Purpose While sampled or short-frame realizations have shown the potential power of deep
learning to reduce radiation dose for PET images, evidence in true injected ultra-low-dose …

Association of CSF biomarkers with hippocampal-dependent memory in preclinical Alzheimer disease

…, EN Wilson, MS Swarovski, MP Hunt, TN Toueg… - Neurology, 2021 - AAN Enterprises
Objective To determine whether memory tasks with demonstrated sensitivity to hippocampal
function can detect variance related to preclinical Alzheimer disease (AD) biomarkers, we …

Hippocampal subfield imaging and fractional anisotropy show parallel changes in Alzheimer's disease tau progression using simultaneous tau‐PET/MRI at 3T

ML Carlson, TN Toueg, MM Khalighi… - Alzheimer's & …, 2021 - Wiley Online Library
Introduction Alzheimer's disease (AD) is the most common form of dementia, characterized
primarily by abnormal aggregation of two proteins, tau and amyloid beta. We assessed tau …

Regional tau deposition reflects different pathways of subsequent neurodegeneration and memory decline in cognitively normal older adults

X Chen, TN Toueg, TM Harrison, SL Baker… - Annals of …, 2024 - Wiley Online Library
Objective Tau pathology is recognized as a primary contributor to neurodegeneration and
clinical symptoms in Alzheimer's disease (AD). This study aims to localize the early tau …

Investigating simultaneity for deep learning–enhanced actual ultra-low-dose amyloid PET/MR imaging

KT Chen, O Adeyeri, TN Toueg… - American Journal …, 2022 - Am Soc Neuroradiology
BACKGROUND AND PURPOSE: Diagnostic-quality amyloid PET images can be created
with deep learning using actual ultra-low-dose PET images and simultaneous structural MR …

Preliminary results investigating synaptic density across the Alzheimer's Disease continuum

…, X Chen, TN Toueg… - Alzheimer's & …, 2023 - Wiley Online Library
Background Progressive loss of synapses occurs throughout the Alzheimer’s Disease (AD)
continuum and is closely associated with cognitive impairment. Here, we present pilot data …

Generalizing ultra-low-dose PET/MRI networks across radiotracers: from amyloid to tau

KT Chen, O Adeyeri, TN Toueg… - Proceedings of the …, 2021 - archive.ismrm.org
We have previously trained a deep learning network with simultaneous PET/MRI inputs to
generate diagnostic quality images from ultra-low-dose amyloid PET acquisitions. With data …

Quantitative Assessment of Deep Learning-enhanced Actual Ultra-low-dose Amyloid PET/MR Imaging

K Chen, D Holley, K Halbert, T Toueg, A Boumis… - 2020 - Soc Nuclear Med
521 Objectives: Combining deep learning-based methods such as convolutional neural
networks (CNNs) with the advantage of complementary information from simultaneous positron …

Pathological tau in cognitively normal older adults predicts prospective neurodegeneration and cognitive decline

X Chen, TN Toueg, TM Harrison… - Alzheimer's & …, 2022 - Wiley Online Library
Background Pathological tau burden has been linked to neurodegeneration in AD patients.
Although previous studies have linked brain atrophy in people at the preclinical stage of AD …