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All papers authored by Pauline Mouches

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2023 G. Delgado García, Engbers Jdt, S. Wiebe, P. Mouches

ORCID

, K. Amador, Forkert Nd, J. White, T. Sajobi, Klein Km, Josephson Cb, Calgary Comprehensive Epilepsy Program Collaborators

Machine learning using multimodal clinical, electroencephalographic, and magnetic resonance imaging data can predict incident depression in adults with epilepsy: A pilot study.

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Winok Lapidaire, Nils D. Forkert, Forkert Nd, Wilby Williamson, Odaro Huckstep, Cheryl Mj Tan, Tan Cm, Maryam Alsharqi, Afifah Mohamed, Jamie Kitt, Holger Burchert, Pauline Mouches

ORCID

, Helen Dawes, Charlie Foster, Thomas W. Okell and 3 other authors

Aerobic exercise increases brain vessel lumen size and blood flow in young adults with elevated blood pressure. Secondary analysis of the TEPHRA randomized clinical trial

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Milton Camacho

ORCID

, Matthias Wilms

ORCID

, Pauline Mouches

ORCID

, Hannes Almgren

ORCID

ORCID

, Richard Camicioli, Zahinoor Ismail

ORCID

, Oury Monchi, Nils D. Forkert

Explainable classification of Parkinson’s disease using deep learning trained on a large multi-center database of T1-weighted MRI datasets

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2022 Pauline Mouches

ORCID

, Matthias Wilms, Agampreet Aulakh, Sönke Langner, Nils D. Forkert, Forkert Nd

Multimodal brain age prediction fusing morphometric and imaging data and association with cardiovascular risk factors

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Raissa Souza, Pauline Mouches

ORCID

, Matthias Wilms, Anup Tuladhar, Sönke Langner, Nils D. Forkert, Forkert Nd

An analysis of the effects of limited training data in distributed learning scenarios for brain age prediction

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Moore Ja, Jasmine A. Moore

ORCID

, Anup Tuladhar, Zahinoor Ismail, Pauline Mouches

ORCID

, Matthias Wilms, Nils D. Forkert, Forkert Nd

Dementia in Convolutional Neural Networks: Using Deep Learning Models to Simulate Neurodegeneration of the Visual System

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Stanley Eam, Emma A. M. Stanley, Matthias Wilms, Pauline Mouches

ORCID

, Nils D. Forkert, Forkert Nd

Fairness-related performance and explainability effects in deep learning models for brain image analysis

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Yedavalli Vs, Vivek S. Yedavalli, Eric K. van Staalduinen, Kristen W. Yeom, Quon Jl, Jennifer L. Quon, Elizabeth Tong, van Staalduinen Ek, Pauline Mouches

ORCID

, Lily H. Kim, Kim Lh, Steinberg Gk, Gary K. Steinberg, Grant Ga, Gerald A. Grant and 3 other authors

Intracranial Artery Morphology in Pediatric Moya Moya Disease and Moya Moya Syndrome

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Matthias Wilms, Jordan J. Bannister, Pauline Mouches

ORCID

, Agampreet Aulakh, Sönke Langner, Nils D. Forkert

An exploratory causal analysis of the relationships between the brain age gap and cardiovascular risk factors

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Bernardo Crespo Pimentel

ORCID

, Roland Veltkamp, Pimentel Bc, Karl Georg Haeusler, Thies Ingwersen, Nils D. Forkert, Haeusler Kg, Eckhard Schlemm, Deepthi Rajashekar, Forkert Nd, Pauline Mouches

ORCID

, Alina Königsberg, Manuel C. Olma, Michael Krämer, Paulus Kirchhof and 15 other authors

Association of stroke lesion shape with newly detected atrial fibrillation – Results from the MonDAFIS study

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Pauline Mouches

ORCID

, Matthias Wilms, Deepthi Rajashekar, Sönke Langner, Nils D. Forkert

Multimodal biological brain age prediction using magnetic resonance imaging and angiography with the identification of predictive regions

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Raissa Souza, Anup Tuladhar, Pauline Mouches

ORCID

, Matthias Wilms, Lakshay Tyagi, Nils D. Forkert

Multi-institutional Travelling Model for Tumor Segmentation in MRI Datasets

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Matthias Wilms, Jordan J. Bannister, Pauline Mouches

ORCID

, M. Ethan MacDonald, M. Ethan MacDonald, Deepthi Rajashekar

ORCID

, Sönke Langner, Nils D. Forkert

Invertible modeling of bidirectional relationships in neuroimaging with normalizing flows: application to brain aging

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2021 Quon Jl, Jennifer L. Quon, Pauline Mouches

ORCID

, Lily H. Kim, Kim Lh, Rashad Jabarkheel, Yi Zhang, Steinberg Gk, Gary K. Steinberg, Grant Ga, Gerald A. Grant, Michael S. B. Edwards, Edwards Msb, Yeom Kw, Kristen W. Yeom and 2 other authors

Age-dependent Intracranial Artery Morphology in Healthy Children

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Pauline Mouches

ORCID

, Sönke Langner, Forkert Nd, Martin Domin, Michael D. Hill, Hill Md, Nils D. Forkert

Influence of cardiovascular risk-factors on morphological changes of cerebral arteries in healthy adults across the life span

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Mehrafarin Ramezani, Pauline Mouches

ORCID

, Eunjin Yoon, Deepthi Rajashekar, Jennifer A. Ruskey, Etienne Leveille, Ruskey Ja, Kristina Martens, Mekale Kibreab, Iris Kathol, Tracy Hammer, Nadia Maarouf, Justyna Sarna, Gerald Pfeffer, Davide Martino and 4 other authors

Investigating the relationship between the SNCA gene and cognitive abilities in idiopathic Parkinson’s disease using machine learning

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Sascha Gill, Meng Wang, Pauline Mouches

ORCID

, Deepthi Rajashekar

ORCID

, Tolulope Sajobi, Frank P. MacMaster, MacMaster Fp, Eric E. Smith, Smith Ee, Nils D. Forkert, Forkert Nd, Zahinoor Ismail, Alzheimer's Disease Neuroimaging Initiative

Neural correlates of the impulse dyscontrol domain of mild behavioral impairment

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2020 Lucas Lo Vercio

ORCID

, Lucas Lo Vercio, Kimberly Amador

ORCID

, Jordan Jj Bannister, Sebastian Crites, Alejandro Gutierrez

ORCID

, M. Ethan MacDonald, Matthew Ethan MacDonald, Jasmine Moore

ORCID

, Nanjia Wang, Pauline Mouches

ORCID

, Ro, Anup Tuladhar

ORCID

, Deepthi Rajashekar

ORCID

, Matthias Wilms

ORCID

and 6 other authors

Supervised machine learning tools: a tutorial for clinicians

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Lazaro M. Sanchez-Rodriguez

ORCID

, Yasser Iturria-Medina, Pauline Mouches

ORCID

, Roberto C. Sotero

Detecting brain network communities: considering the role of information flow and its different temporal scales

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Trevor A. Seeger, Seeger Ta, Aron Sahand Talai, Jason Tabor, Stacy Sick, Kathryn J. Schneider, Schneider Kj, Craig Jenne, Parker La, Talai As, Deepthi Rajashekar

ORCID

, Pauline Mouches

ORCID

, Nils D. Forkert, Forkert Nd, Carolyn Emery and 3 other authors

The Association of Saliva Cytokines and Pediatric Sports-Related Concussion Outcomes

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