NA
Nigel Allinson
Algorithmscs.CVProtonscs.LGSemiconductorsBrain tumour segmentationInstrumentation for hadron therapyNeural Networks, ComputerProton therapyProton Therapy
On Valency
published · living versionsW_ctyr365s·v1 · currentpublished
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
with Spyridon Bakas, Mauricio Reyes, Andras Jakab, Stefan Bauer +422
1 version
Preprints & journals
36 papers in the corpus · 1989–2024OPTIma: simplifying calorimetry for proton computed tomography in high proton flux environments.38346338 · Winter, A, Vorselaars, B, Esposito, M et al.2024 · 1 citationPhysics in medicine and biology. 2024;69(5)
Optimal Configuration of Proton Therapy Accelerators for Proton Computed Tomography RSP Resolution2111.02712v1 · Alexander T. Herrod, Alasdair Winter, Serena Psoroulas et al.2021 · 0 citationsarXiv
MRI Brain Tumor Segmentation using Random Forests and Fully Convolutional Networks1909.06337v1 · Mohammadreza Soltaninejad, Lei Zhang, Tryphon Lambrou et al.2019 · 21 citationsIn Proceeding of 2017 International MICCAI BraTS Challenge, pp. 279-283 (2017)
A hybrid model for predicting human physical activity status from lifelogging data1905.10891v2 · Ji Ni, Bowei Chen, Nigel M. Allinson et al.2019 · 23 citationsEuropean Journal of Operational Research, 281(3): 532-542, 2020
Automatic Individual Pig Detection and Tracking in Pig Farms.30857169 · Zhang, Lei, Gray, Helen, Ye, Xujiong et al.2019 · 148 citationsSensors (Basel, Switzerland). 2019;19(5)
Automatic individual pig detection and tracking in surveillance videos1812.04901v1 · Lei Zhang, Helen Gray, Xujiong Ye et al.2018 · 12 citationsarXiv
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge1811.02629v3 · Spyridon Bakas, Mauricio Reyes, Andras Jakab et al.2018 · 1,441 citationsarXivon Valency
PRaVDA: The first solid-state system for proton computed tomography.30420271 · Esposito, Michela, Waltham, Chris, Taylor, Jonathan T et al.2018 · 52 citationsPhysica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB). 2018;55:149-154
Supervised learning based multimodal MRI brain tumour segmentation using texture features from supervoxels.29477436 · Soltaninejad, Mohammadreza, Yang, Guang, Lambrou, Tryphon et al.2018 · 222 citationsComputer methods and programs in biomedicine. 2018;157:69-84
Multimodal MRI brain tumor segmentation using random forests with features learned from fully convolutional neural network1704.08134v1 · Mohammadreza Soltaninejad, Lei Zhang, Tryphon Lambrou et al.2017 · 12 citationsarXiv
Automatic image quality assessment and measurement of fetal head in two-dimensional ultrasound image.28439522 · Zhang, Lei, Dudley, Nicholas J, Lambrou, Tryphon et al.2020 · 33 citationsJournal of medical imaging (Bellingham, Wash.). 2017;4(2):024001
An experimental demonstration of a new type of proton computed tomography using a novel silicon tracking detector.27806609 · Taylor, J T, Poludniowski, G, Price, T et al.2017 · 23 citationsMedical physics. 2016;43(11):6129
A new silicon tracker for proton imaging and dosimetry.27667884 · Taylor, J T, Waltham, C, Price, T et al.2023 · 18 citationsNuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment. 2016;831:362-366
Automated brain tumour detection and segmentation using superpixel-based extremely randomized trees in FLAIR MRI.27651330 · Soltaninejad, Mohammadreza, Yang, Guang, Lambrou, Tryphon et al.2017 · 311 citationsInternational journal of computer assisted radiology and surgery. 2017;12(2):183-203
A supervised texton based approach for automatic segmentation and measurement of the fetal head and femur in 2D ultrasound images.26758386 · Zhang, Lei, Ye, Xujiong, Lambrou, Tryphon et al.2016 · 34 citationsPhysics in medicine and biology. 2016;61(3):1095-115
Proton radiography and tomography with application to proton therapy.26043157 · Poludniowski, G, Allinson, N M, Evans, P M2015 · 171 citationsThe British journal of radiology. 2015;88(1053):20150134
CMOS Active Pixel Sensors as energy-range detectors for proton Computed Tomography.29225666 · Esposito, M, Anaxagoras, T, Evans, P M et al.2025 · 15 citationsJournal of instrumentation : an IOP and SISSA journal. 2015;10
Proton tracking for medical imaging and dosimetry.29367858 · Taylor, J T, Allport, P P, Casse, G L et al.2025 · 26 citationsJournal of instrumentation : an IOP and SISSA journal. 2015;10
Proton computed tomography reconstruction using a backprojection-then-filtering approach.25426839 · Poludniowski, G, Allinson, N M, Evans, P M2016 · 34 citationsPhysics in medicine and biology. 2014;59(24):7905-18
Performance of a novel wafer scale CMOS active pixel sensor for bio-medical imaging.24909098 · Esposito, M, Anaxagoras, T, Konstantinidis, A C et al.2015 · 19 citationsPhysics in medicine and biology. 2014;59(13):3533-54
Proton-counting radiography for proton therapy: a proof of principle using CMOS APS technology.24785680 · Poludniowski, G, Allinson, N M, Anaxagoras, T et al.2015 · 41 citationsPhysics in medicine and biology. 2014;59(11):2569-81
Towards real-time VMAT verification using a prototype, high-speed CMOS active pixel sensor.23615376 · Zin, Hafiz M, Harris, Emma J, Osmond, John P F et al.2013 · 10 citationsPhysics in medicine and biology. 2013;58(10):3359-75
Imaging of moving fiducial markers during radiotherapy using a fast, efficient active pixel sensor based EPID.22047380 · Osmond, John P F, Zin, Hafiz M, Harris, Emma J et al.2012 · 3 citationsMedical physics. 2011;38(11):6152-9
Multitraining support vector machine for image retrieval.17076417 · Li, Jing, Allinson, Nigel, Tao, Dacheng et al.2006 · 144 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2006;15(11):3597-601
Estimation of protein secondary structure from synchrotron radiation circular dichroism spectra.17270882 · Procopiou, Andreas, Allinson, Nigel M, Jones, Gareth R et al.2007 · 2 citationsConference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference. 2004;2004:2893-6
Image denoising using self-organizing map-based nonlinear independent component analysis.12416696 · Haritopoulos, Michel, Yin, Hujun, Allinson, Nigel M2002 · 61 citationsNeural networks : the official journal of the International Neural Network Society. 2002;15(8-9):1085-98
Self-organizing mixture networks for probability density estimation.18244394 · Yin, H, Allinson, N M2010 · 125 citationsIEEE transactions on neural networks. 2001;12(2):405-11
Integration of macromolecular diffraction data using radial basis function networks.16609226 · Pokrić, B, Allinson, N M, Helliwell, J R2006 · 1 citationJournal of synchrotron radiation. 2000;7(Pt 6):386-94
A charge coupled device array detector for single-wavelength and multiwavelength ultraviolet absorbance in capillary electrophoresis.21662863 · Bergström, E T, Goodall, D M, Pokrić, B et al.2012 · 23 citationsAnalytical chemistry. 1999;71(19):4376-84
Basis function models of the CMAC network.12662720 · Kolcz, A, Allinson, Nigel M.2019 · 10 citationsNeural networks : the official journal of the International Neural Network Society. 1999;12(1):107-126
N-tuple Regression Network.12662568 · Allinson, Nigel M., Kolcz, Aleksander2019 · 21 citationsNeural networks : the official journal of the International Neural Network Society. 1996;9(5):855-869
On the distribution and convergence of feature space in self-organizing maps.7584896 · Yin, H, Allinson, N M1995 · 69 citationsNeural computation. 1995;7(6):1178-87
Performance Model for High Spatial Resolution Csl Scintillator Screens Coupled to CCD Detectors.21307487 · Castelli, C M, Allinson, N M2012 · 1 citationJournal of X-ray science and technology. 1995;5(2):207-20
Development of Non-Intensified Charge-Coupled Device Area X-ray Detectors.16728784 · Allinson, N M2012 · 28 citationsJournal of synchrotron radiation. 1994;1(Pt 1):54-62
Charge Coupled Device (CCD) Area Detector for On-Line (40- to 80-ms) Acquisition of Laue Diffraction Data from Protein Crystals.21307407 · Allinson, N M, Brammer, R, Helliwell, J R et al.2012 · 9 citationsJournal of X-ray science and technology. 1989;1(2):143-53
A Comparison of DEF X-Ray Film and a Photodiode Array (Reticon) as Detectors for an X-Ray Crystal Spectrometer.21307409 · Goodman, D A, Eason, R W, Shiwai, B et al.2012 · 2 citationsJournal of X-ray science and technology. 1989;1(2):162-70
Career total: 294 works. 36 are in this corpus.
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