Longitudinal prognosis of Parkinson’s outcomes using causal connectivity

Autor: Cooper J. Mellema, Kevin P. Nguyen, Alex Treacher, Aixa X. Andrade, Nader Pouratian, Vibhash D. Sharma, Padraig O'Suileabhain, Albert A. Montillo

Publikováno v: NeuroImage: Clinical, Vol 42, Iss , Pp 103571- (2024)

Despite the prevalence of Parkinson’s disease (PD), there are no clinically-accepted neuroimaging biomarkers to predict the trajectory of motor or cognitive decline or differentiate Parkinson’s disease from atypical progressive parkinsonian disea

Externí odkaz: https://doaj.org/article/1627f5a542ec411cbc80d232aae49bbb

MEGnet: Automatic ICA-based artifact removal for MEG using spatiotemporal convolutional neural networks

Autor: Alex H. Treacher, Prabhat Garg, Elizabeth Davenport, Ryan Godwin, Amy Proskovec, Leonardo Guimaraes Bezerra, Gowtham Murugesan, Ben Wagner, Christopher T. Whitlow, Joel D. Stitzel, Joseph A. Maldjian, Albert A. Montillo

Publikováno v: NeuroImage, Vol 241, Iss , Pp 118402- (2021)

Magnetoencephalography (MEG) is a functional neuroimaging tool that records the magnetic fields induced by neuronal activity; however, signal from non-neuronal sources can corrupt the data. Eye-blinks, saccades, and cardiac activity are three of the

Externí odkaz: https://doaj.org/article/4e30c5a9d9414b18beafbbc0c34b177b

Pitfalls and Recommended Strategies and Metrics for Suppressing Motion Artifacts in Functional MRI

Autor: Vyom Raval, Kevin P. Nguyen, Marco Pinho, Richard B. Dewey Jr, Madhukar Trivedi, Albert A. Montillo

Publikováno v: Neuroinformatics. 20:879-896

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::b76b98d5985b17c665dffc364e47bf37
https://doi.org/10.1007/s12021-022-09565-8

Glaucoma Diagnosis Through the Integration of Optical Coherence Tomography/Angiography and Machine Learning Diagnostic Models

Autor: Karanjit S Kooner, Ashika Angirekula, Alex H Treacher, Ghadeer Al-Humimat, Mohamed F Marzban, Alyssa Chen, Roma Pradhan, Nita Tunga, Chuhan Wang, Pranati Ahuja, Hafsa Zuberi, Albert A Montillo

Publikováno v: Clinical Ophthalmology.

Karanjit S Kooner,1,2 Ashika Angirekula,1 Alex H Treacher,3 Ghadeer Al-Humimat,1,4 Mohamed F Marzban,5 Alyssa Chen,1 Roma Pradhan,1 Nita Tunga,1 Chuhan Wang,1 Pranati Ahuja,1 Hafsa Zuberi,1 Albert A Montillo3,6,7 1Department of Ophthalmology, Univers

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::528bcacf7d9c4fd623871e92609152de
https://www.dovepress.com/glaucoma-diagnosis-through-the-integration-of-optical-coherence-tomogr-peer-reviewed-fulltext-article-OPTH

Machine Learning Prediction of Lymph Node Metastasis in Breast Cancer: Performance of a Multi-institutional MRI-based 4D Convolutional Neural Network.

Autor: Polat DS; From the Department of Diagnostic Radiology (D.S.P., K.H., A.M., B.E.D.), Lyda Hill Department of Bioinformatics (S.N., P.K., M.C.C., L.W., A.M.), and Biomedical Engineering Department (A.M.), University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8585., Nguyen S; From the Department of Diagnostic Radiology (D.S.P., K.H., A.M., B.E.D.), Lyda Hill Department of Bioinformatics (S.N., P.K., M.C.C., L.W., A.M.), and Biomedical Engineering Department (A.M.), University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8585., Karbasi P; From the Department of Diagnostic Radiology (D.S.P., K.H., A.M., B.E.D.), Lyda Hill Department of Bioinformatics (S.N., P.K., M.C.C., L.W., A.M.), and Biomedical Engineering Department (A.M.), University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8585., Hulsey K; From the Department of Diagnostic Radiology (D.S.P., K.H., A.M., B.E.D.), Lyda Hill Department of Bioinformatics (S.N., P.K., M.C.C., L.W., A.M.), and Biomedical Engineering Department (A.M.), University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8585., Cobanoglu MC; From the Department of Diagnostic Radiology (D.S.P., K.H., A.M., B.E.D.), Lyda Hill Department of Bioinformatics (S.N., P.K., M.C.C., L.W., A.M.), and Biomedical Engineering Department (A.M.), University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8585., Wang L; From the Department of Diagnostic Radiology (D.S.P., K.H., A.M., B.E.D.), Lyda Hill Department of Bioinformatics (S.N., P.K., M.C.C., L.W., A.M.), and Biomedical Engineering Department (A.M.), University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8585., Montillo A; From the Department of Diagnostic Radiology (D.S.P., K.H., A.M., B.E.D.), Lyda Hill Department of Bioinformatics (S.N., P.K., M.C.C., L.W., A.M.), and Biomedical Engineering Department (A.M.), University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8585., Dogan BE; From the Department of Diagnostic Radiology (D.S.P., K.H., A.M., B.E.D.), Lyda Hill Department of Bioinformatics (S.N., P.K., M.C.C., L.W., A.M.), and Biomedical Engineering Department (A.M.), University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd, Dallas, TX 75390-8585.

Publikováno v: Radiology. Imaging cancer [Radiol Imaging Cancer] 2024 May; Vol. 6 (3), pp. e230107.