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 | 82 | 2015 |
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 | 63 | 2019 |
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 | 60 | 2020 |
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 | 44 | 2018 |
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 | 38 | 2020 |
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 | 33 | 2017 |
Is MC dropout bayesian? LL Folgoc, V Baltatzis, S Desai, A Devaraj, S Ellis, OEM Manzanera, ... arXiv preprint arXiv:2110.04286, 2021 | 30 | 2021 |
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 | 28 | 2019 |
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 | 22 | 2016 |
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 | 19 | 2018 |
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 | 18 | 2022 |
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 | 15 | 2020 |
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 | 9 | 2015 |
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 | 7 | 2019 |
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 | 5 | 2021 |
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 | 5 | 2021 |
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 | 5 | 2018 |
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 | 5 | 2015 |
Quantification of symptoms of movement disorders employing motion sensors OM Manzanera | 3 | 2017 |
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 | 2 | 2022 |