Mark D McDonnell
Overview
Explore the profile of Mark D McDonnell including associated specialties, affiliations and a list of published articles.
Author names and details appear as published. Due to indexing inconsistencies, multiple individuals may share a name, and a single author may have variations. MedLuna displays this data as publicly available, without modification or verification
Snapshot
Snapshot
Articles
42
Citations
725
Followers
0
Related Specialties
Related Specialties
Top 10 Co-Authors
Top 10 Co-Authors
Published In
Published In
Affiliations
Affiliations
Soon will be listed here.
Recent Articles
1.
Madakkatel I, Zhou A, McDonnell M, Hypponen E
Sci Rep
. 2021 Nov;
11(1):22997.
PMID: 34837000
We present a simple and efficient hypothesis-free machine learning pipeline for risk factor discovery that accounts for non-linearity and interaction in large biomedical databases with minimal variable pre-processing. In this...
2.
Mittal P, Condina M, Klingler-Hoffmann M, Kaur G, Oehler M, Sieber O, et al.
Cancers (Basel)
. 2021 Nov;
13(21).
PMID: 34771551
Matrix assisted laser desorption/ionization mass spectrometry imaging (MALDI MSI) can determine the spatial distribution of analytes such as protein distributions in a tissue section according to their mass-to-charge ratio. Here,...
3.
Nath N, Lee S, McDonnell M, Lee I
Comput Biol Med
. 2021 May;
134:104433.
PMID: 34004575
Background: Word vectors or word embeddings are n-dimensional representations of words and form the backbone of Natural Language Processing of textual data. This research experiments with algorithms that augment word...
4.
Zadeh Shirazi A, McDonnell M, Fornaciari E, Bagherian N, Scheer K, Samuel M, et al.
Br J Cancer
. 2021 Apr;
125(3):337-350.
PMID: 33927352
Background: Glioblastoma is the most aggressive type of brain cancer with high-levels of intra- and inter-tumour heterogeneity that contribute to its rapid growth and invasion within the brain. However, a...
5.
Boyd C, Brown G, Kleinig T, Dawson J, McDonnell M, Jenkinson M, et al.
Diagnostics (Basel)
. 2021 Apr;
11(3).
PMID: 33808677
Research into machine learning (ML) for clinical vascular analysis, such as those useful for stroke and coronary artery disease, varies greatly between imaging modalities and vascular regions. Limited accessibility to...
6.
Zadeh Shirazi A, Fornaciari E, McDonnell M, Yaghoobi M, Cevallos Y, Tello-Oquendo L, et al.
J Pers Med
. 2020 Nov;
10(4).
PMID: 33198332
In recent years, improved deep learning techniques have been applied to biomedical image processing for the classification and segmentation of different tumors based on magnetic resonance imaging (MRI) and histopathological...
7.
Moezzi B, Pratti L, Hordacre B, Graetz L, Berryman C, Lavrencic L, et al.
Neuroscience
. 2019 Dec;
422:230-239.
PMID: 31806080
Brain connectivity studies have reported that functional networks change with older age. We aim to (1) investigate whether electroencephalography (EEG) data can be used to distinguish between individual functional networks...
8.
Moezzi B, Schaworonkow N, Plogmacher L, Goldsworthy M, Hordacre B, McDonnell M, et al.
J Neurophysiol
. 2018 Jul;
120(5):2532-2541.
PMID: 29975165
Transcranial magnetic stimulation (TMS) is a technique that enables noninvasive manipulation of neural activity and holds promise in both clinical and basic research settings. The effect of TMS on the...
9.
Xu L, Duan F, Gao X, Abbott D, McDonnell M
R Soc Open Sci
. 2017 Oct;
4(9):160889.
PMID: 28989729
Suprathreshold stochastic resonance (SSR) is a distinct form of stochastic resonance, which occurs in multilevel parallel threshold arrays with no requirements on signal strength. In the generic SSR model, an...
10.
McDonnell M, Graham B
PLoS Comput Biol
. 2017 Sep;
13(9):e1005634.
PMID: 28937977
In the brain, the postsynaptic response of a neuron to time-varying inputs is determined by the interaction of presynaptic spike times with the short-term dynamics of each synapse. For a...