Publications by authors named "Emily Laltoo"

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Parameter Efficient Fine-tuning of Transformer-based Masked Autoencoder Enhances Resource Constrained Neuroimage Analysis.
Nikhil J Dhinagar, Saket S Ozarkar, Ketaki U Buwa, Sophia I Thomopoulos, Conor Owens-Walton, Emily Laltoo

bioRxiv· February 2025

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Microstructural mapping of neural pathways in Alzheimer's disease using macrostructure-informed normative tractometry.
Yixue Feng, Bramsh Q Chandio, Julio E Villalon-Reina, Sophia I Thomopoulos, Talia M Nir, Emily Laltoo

Alzheimers Dement· January 2025

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Comparison of Explainable AI Models for MRI-based Alzheimer's Disease Classification.
Tamoghna Chattopadhyay, Neha Ann Joshy, Chirag Jagad, Emma J Gleave, Sophia I Thomopoulos, Emily Laltoo

bioRxiv· September 2024

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Brain Age Analysis and Dementia Classification using Convolutional Neural Networks trained on Diffusion MRI: Tests in Indian and North American Cohorts.
Tamoghna Chattopadhyay, Neha Ann Joshy, Saket S Ozarkar, Ketaki Buwa, Yixue Feng, Emily Laltoo

Annu Int Conf IEEE Eng Med Biol Soc· July 2024

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Sex Differences in the Brain's White Matter Microstructure during Development assessed using Advanced Diffusion MRI Models.
Sebastian M Benavidez, Zvart Abaryan, Gaon S Kim, Emily Laltoo, James T McCracken

Annu Int Conf IEEE Eng Med Biol Soc· July 2024

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Deep Normative Tractometry for Identifying Joint White Matter Macro- and Micro-structural Abnormalities in Alzheimer's Disease.
Yixue Feng, Bramsh Q Chandio, Julio E Villalon-Reina, Sebastian Benavidez, Tamoghna Chattopadhyay, Emily Laltoo

Annu Int Conf IEEE Eng Med Biol Soc· July 2024

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Counterfactual MRI Generation with Denoising Diffusion Models for Interpretable Alzheimer's Disease Effect Detection.
Nikhil J Dhinagar, Sophia I Thomopoulos, Emily Laltoo, Paul M Thompson

Annu Int Conf IEEE Eng Med Biol Soc· July 2024

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Brain Age Analysis and Dementia Classification using Convolutional Neural Networks trained on Diffusion MRI: Tests in Indian and North American Cohorts.
Tamoghna Chattopadhyay, Neha Ann Joshy, Saket S Ozarkar, Ketaki S Buwa, Yixue Feng, Emily Laltoo

bioRxiv· May 2024

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Sex Differences in the Brain's White Matter Microstructure during Development assessed using Advanced Diffusion MRI Models.
Sebastian M Benavidez, Zvart Abaryan, Gaon S Kim, Emily Laltoo, James T McCracken

bioRxiv· April 2024

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Microstructural Mapping of Neural Pathways in Alzheimer's Disease using Macrostructure-Informed Normative Tractometry.
Yixue Feng, Bramsh Q Chandio, Julio E Villalon-Reina, Sophia I Thomopoulos, Talia M Nir, Emily Laltoo

bioRxiv· April 2024

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Counterfactual MRI Generation with Denoising Diffusion Models for Interpretable Alzheimer's Disease Effect Detection.
Nikhil J Dhinagar, Sophia I Thomopoulos, Emily Laltoo, Paul M Thompson

bioRxiv· February 2024

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Deep Normative Tractometry for Identifying Joint White Matter Macro- and Micro-structural Abnormalities in Alzheimer's Disease.
Yixue Feng, Bramsh Q Chandio, Julio E Villalon-Reina, Sebastian Benavidez, Tamoghna Chattopadhyay, Emily Laltoo

bioRxiv· February 2024

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Large-scale Normative Modeling of Brain Microstructure.
Julio E Villalón-Reina, Alyssa H Zhu, Talia M Nir, Sophia I Thomopoulos, Emily Laltoo

Int Symp Med Inf Process Anal· November 2023

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Few-Shot Classification of Autism Spectrum Disorder using Site-Agnostic Meta-Learning and Brain MRI.
Nikhil J Dhinagar, Vignesh Santhalingam, Katherine E Lawrence, Emily Laltoo, Paul M Thompson

Annu Int Conf IEEE Eng Med Biol Soc· July 2023

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Along-Tract Statistical Mapping of Microstructural Abnormalities in Bipolar Disorder: A Pilot Study.
Leila Nabulsi, Bramsh Q Chandio, Nikhil Dhinagar, Emily Laltoo, Genevieve McPhilemy

Annu Int Conf IEEE Eng Med Biol Soc· July 2023

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Comparison of Anatomical and Diffusion MRI for detecting Parkinson's Disease using Deep Convolutional Neural Network.
Tamoghna Chattopadhyay, Amit Singh, Emily Laltoo, Christina P Boyle, Conor Owens-Walton

Annu Int Conf IEEE Eng Med Biol Soc· July 2023

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Efficiently Training Vision Transformers on Structural MRI Scans for Alzheimer's Disease Detection.
Nikhil J Dhinagar, Sophia I Thomopoulos, Emily Laltoo, Paul M Thompson

Annu Int Conf IEEE Eng Med Biol Soc· July 2023

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Comparison of Anatomical and Diffusion MRI for detecting Parkinson's Disease using Deep Convolutional Neural Network.
Tamoghna Chattopadhyay, Amit Singh, Emily Laltoo, Christina P Boyle, Conor Owens-Walton

bioRxiv· May 2023

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Along-Tract Statistical Mapping of Microstructural Abnormalities in Bipolar Disorder: A Pilot Study.
Leila Nabulsi, Bramsh Q Chandio, Nikhil Dhinagar, Emily Laltoo, Genevieve McPhilemy

bioRxiv· March 2023

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Efficiently Training Vision Transformers on Structural MRI Scans for Alzheimer's Disease Detection.
Nikhil J Dhinagar, Sophia I Thomopoulos, Emily Laltoo, Paul M Thompson

ArXiv· March 2023

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Few-Shot Classification of Autism Spectrum Disorder using Site-Agnostic Meta-Learning and Brain MRI.
Nikhil J Dhinagar, Vignesh Santhalingam, Katherine E Lawrence, Emily Laltoo, Paul M Thompson

ArXiv· March 2023

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White matter microstructure shows sex differences in late childhood: Evidence from 6797 children.
Katherine E Lawrence, Zvart Abaryan, Emily Laltoo, Leanna M Hernandez, Michael J Gandal

Hum Brain Mapp· February 2023

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Curriculum Based Multi-Task Learning for Parkinson's Disease Detection.
Nikhil J Dhinagar, Conor Owens-Walton, Emily Laltoo, Christina P Boyle, Yao-Liang Chen

ArXiv· February 2023

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Age and sex effects on advanced white matter microstructure measures in 15,628 older adults: A UK biobank study.
Katherine E Lawrence, Leila Nabulsi, Vigneshwaran Santhalingam, Zvart Abaryan, Julio E Villalon-Reina, Emily Laltoo

Brain Imaging Behav· December 2021

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