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Octavio E. Martinez Manzanera
Octavio E. Martinez Manzanera
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A method for automatic and objective scoring of bradykinesia using orientation sensors and classification algorithms
O Martinez-Manzanera, E Roosma, M Beudel, RWK Borgemeester, ...
IEEE Transactions on Biomedical Engineering 63 (5), 1016-1024, 2015
822015
Scaled subprofile modeling and convolutional neural networks for the identification of Parkinson’s disease in 3D nuclear imaging data
OM Manzanera, SK Meles, KL Leenders, RJ Renken, M Pagani, D Arnaldi, ...
International journal of neural systems 29 (09), 1950010, 2019
632019
Machine learning in the integration of simple variables for identifying patients with myocardial ischemia
LE Juarez-Orozco, RJJ Knol, CA Sanchez-Catasus, ...
Journal of Nuclear Cardiology 27, 147-155, 2020
602020
The machine learning horizon in cardiac hybrid imaging
LE Juarez-Orozco, O Martinez-Manzanera, SV Nesterov, S Kajander, ...
European Journal of Hybrid Imaging 2, 1-15, 2018
442018
Deep learning in quantitative PET myocardial perfusion imaging: a study on cardiovascular event prediction
LE Juarez-Orozco, O Martinez-Manzanera, FM van der Zant, RJJ Knol, ...
Cardiovascular Imaging 13 (1_Part_1), 180-182, 2020
382020
Automatic classification of gait in children with early-onset ataxia or developmental coordination disorder and controls using inertial sensors
A Mannini, O Martinez-Manzanera, TF Lawerman, D Trojaniello, ...
Gait & posture 52, 287-292, 2017
332017
Is MC dropout bayesian?
LL Folgoc, V Baltatzis, S Desai, A Devaraj, S Ellis, OEM Manzanera, ...
arXiv preprint arXiv:2110.04286, 2021
302021
Machine learning in the evaluation of myocardial ischemia through nuclear cardiology
LE Juarez-Orozco, O Martinez-Manzanera, AE Storti, J Knuuti
Current Cardiovascular Imaging Reports 12, 1-8, 2019
282019
Tremor detection using parametric and non-parametric spectral estimation methods: A comparison with clinical assessment
O Martinez Manzanera, JW Elting, JH van der Hoeven, NM Maurits
PloS one 11 (6), e0156822, 2016
222016
Instrumented finger-to-nose test classification in children with ataxia or developmental coordination disorder and controls
O Martinez-Manzanera, TF Lawerman, HJ Blok, RJ Lunsing, R Brandsma, ...
Clinical Biomechanics 60, 51-59, 2018
192018
A web-based automated image processing research platform for cochlear implantation-related studies
J Margeta, R Hussain, P López Diez, A Morgenstern, T Demarcy, Z Wang, ...
Journal of clinical medicine 11 (22), 6640, 2022
182022
Paediatric motor phenotypes in early‐onset ataxia, developmental coordination disorder, and central hypotonia
TF Lawerman, R Brandsma, NM Maurits, O Martinez‐Manzanera, ...
Developmental Medicine & Child Neurology 62 (1), 75-82, 2020
152020
A method for automatic, objective and continuous scoring of bradykinesia
O Martinez-Manzanera, E Roosma, M Beudel, RWK Borgemeester, ...
2015 IEEE 12th International Conference on Wearable and Implantable Body …, 2015
92015
241 Deep learning in quantitative PET myocardial perfusion imaging to predict adverse cardiovascular events
LE Juarez-Orozco, O Martinez-Manzanera, FM Van Der Zant, RJJ Knol, ...
European Heart Journal-Cardiovascular Imaging 20 (Supplement_3), jez145. 005, 2019
72019
Patient-specific 3d cellular automata nodule growth synthesis in lung cancer without the need of external data
OEM Manzanera, S Ellis, V Baltatzis, A Nair, L Le Folgoc, S Desai, ...
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 5-9, 2021
52021
The pitfalls of sample selection: a case study on lung nodule classification
V Baltatzis, KM Bintsi, LL Folgoc, OE Martinez Manzanera, S Ellis, A Nair, ...
Predictive Intelligence in Medicine: 4th International Workshop, PRIME 2021 …, 2021
52021
Distinguishing patients with a coordination disorder from healthy controls using local features of movement trajectories during the finger-to-nose test
VS Aguilar, OM Manzanera, DA Sival, NM Maurits, JBTM Roerdink
IEEE Transactions on Biomedical Engineering 66 (6), 1714-1722, 2018
52018
Parkinson bradykinesia correlates with EEG background frequency and perceptual forward projection
M Beudel, E Roosma, OEM Manzanera, T van Laar, NM Maurits, ...
Parkinsonism & Related Disorders 21 (7), 783-788, 2015
52015
Quantification of symptoms of movement disorders employing motion sensors
OM Manzanera
32017
Evaluation of 3D GANs for lung tissue modelling in pulmonary CT
S Ellis, OEM Manzanera, V Baltatzis, I Nawaz, A Nair, LL Folgoc, S Desai, ...
arXiv preprint arXiv:2208.08184, 2022
22022
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