Richard McKinley
Overview
Explore the profile of Richard McKinley including associated specialties, affiliations and a list of published articles.
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Articles
33
Citations
640
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Recent Articles
1.
Miyatsu T, Oviedo V, Reynaga J, Karuzis V, Martinez D, ORourke P, et al.
Sci Rep
. 2024 Jul;
14(1):17177.
PMID: 39060415
Transcutaneous vagus nerve stimulation (tVNS) is a promising technique for enhancing cognitive performance and skill acquisition. Yet, its efficacy for enhancing learning rate and long-term retention in an ecologically valid...
2.
Gros R, Rodriguez-Nunez O, Felger L, Moriconi S, McKinley R, Pierangelo A, et al.
IEEE Trans Med Imaging
. 2024 Jun;
43(12):4120-4132.
PMID: 38865222
Neuro-oncological surgery is the primary brain cancer treatment, yet it faces challenges with gliomas due to their invasiveness and the need to preserve neurological function. Hence, radical resection is often...
3.
Romascano D, Rebsamen M, Radojewski P, Blattner T, McKinley R, Wiest R, et al.
Neuroimage Clin
. 2024 Jun;
43:103624.
PMID: 38823248
Over the past decades, morphometric analysis of brain MRI has contributed substantially to the understanding of healthy brain structure, development and aging as well as to improved characterisation of disease...
4.
Muri R, Rummel C, McKinley R, Rebsamen M, Maissen-Abgottspon S, Kreis R, et al.
Brain
. 2024 May;
147(11):3863-3873.
PMID: 38723047
Phenylketonuria is a rare metabolic disease resulting from a deficiency of the enzyme phenylalanine hydroxylase. Recent cross-sectional evidence suggests that early-treated adults with phenylketonuria exhibit alterations in cortical grey matter...
5.
Moriconi S, Rodriguez-Nunez O, Gros R, Felger L, Maragkou T, Hewer E, et al.
Int J Comput Assist Radiol Surg
. 2024 Mar;
19(6):1033-1043.
PMID: 38503943
Purpose: Wide-field imaging Mueller polarimetry is a revolutionary, label-free, and non-invasive modality for computer-aided intervention; in neurosurgery, it aims to provide visual feedback of white matter fibre bundle orientation from...
6.
Gros R, Rodriguez-Nunez O, Felger L, Moriconi S, McKinley R, Pierangelo A, et al.
Neurophotonics
. 2023 May;
10(2):025009.
PMID: 37234458
Significance: Imaging Mueller polarimetry (IMP) appears as a promising technique for real-time delineation of healthy and neoplastic tissue during neurosurgery. The training of machine learning algorithms used for the image...
7.
Felger L, Rodriguez-Nunez O, Gros R, Maragkou T, McKinley R, Moriconi S, et al.
Biomed Opt Express
. 2023 May;
14(5):2400-2415.
PMID: 37206128
During neurooncological surgery, the visual differentiation of healthy and diseased tissue is often challenging. Wide-field imaging Muller polarimetry (IMP) is a promising technique for tissue discrimination and in-plane brain fiber...
8.
Mehta R, Filos A, Baid U, Sako C, McKinley R, Rebsamen M, et al.
J Mach Learn Biomed Imaging
. 2023 Mar;
2022.
PMID: 36998700
Deep learning (DL) models have provided state-of-the-art performance in various medical imaging benchmarking challenges, including the Brain Tumor Segmentation (BraTS) challenges. However, the task of focal pathology multi-compartment segmentation (e.g.,...
9.
Pati S, Baid U, Edwards B, Sheller M, Wang S, Reina G, et al.
Nat Commun
. 2023 Jan;
14(1):436.
PMID: 36702828
No abstract available.
10.
Pati S, Baid U, Edwards B, Sheller M, Wang S, Reina G, et al.
Nat Commun
. 2022 Dec;
13(1):7346.
PMID: 36470898
Although machine learning (ML) has shown promise across disciplines, out-of-sample generalizability is concerning. This is currently addressed by sharing multi-site data, but such centralization is challenging/infeasible to scale due to...