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Student beats the teacher: deep neural networks for lateral ventricles segmentation in brain MR

Jonas Teuwen, Mohsen Ghafoorian, Rashindra Manniesing, Frank-Erik de Leeuw, Nico Karssemeijer, Bram van Ginneken, Bram Platel, Elsa D. Angelini, Bennett A. Landman
2018 Medical Imaging 2018: Image Processing  
To show this, we use noisy segmentation labels generated by a conventional region growing algorithm to train a deep network for lateral ventricle segmentation.  ...  In the past few years, deep neural networks have shown to outperform the classical models in many imaging domains.  ...  In this work, we presented a fully automated algorithm for the segmentation of the lateral ventricles on brain MR images that is well capable of discriminating between the left and right ventricles.  ... 
doi:10.1117/12.2293569 dblp:conf/miip/GhafoorianTMLGK18 fatcat:nqgmk2mmkzeizkhjf4la3euxzq

Front Matter: Volume 10574

Proceedings of SPIE, Elsa D. Angelini, Bennett A. Landman
2018 Medical Imaging 2018: Image Processing  
Publication of record for individual papers is online in the SPIE Digital Library. Paper Numbering: Proceedings of SPIE follow an e-First publication model.  ...  SPIE uses a seven-digit CID article numbering system structured as follows:  The first five digits correspond to the SPIE volume number.  The last two digits indicate publication order within the volume  ...  the teacher: deep neural networks for lateral ventricles segmentation in brain MR [10574-99] 10574 2V Fully convolutional neural networks improve abdominal organ segmentation (Cum Laude Poster Award)  ... 
doi:10.1117/12.2315755 fatcat:jdfbaent6vhu5dwlrqrqt66vce

Hippocampus segmentation in CT using deep learning: impact of MR versus CT-based training contours

Annika Hänsch, Jan Hendrik Moltz, Benjamin Geisler, Christiane Engel, Jan Klein, Angelo Genghi, Jan Schreier, Tomasz Morgas, Benjamin Haas
2020 Journal of Medical Imaging  
Convolutional neural networks (CNNs) for hippocampus segmentation on CT were trained on CT-based or propagated MR-based contours.  ...  Deep learning methods for direct CT hippocampus auto-segmentation exist, but use MR-based training contours.  ...  This means that the student beats the teacher 15 principle does not hold in this case.  ... 
doi:10.1117/1.jmi.7.6.064001 pmid:33195733 pmcid:PMC7656855 fatcat:s5tvwj3kbngktarrvblohzzbb4


1885 Journal of the Royal Microscopical Society  
responsible for the views of the authors of the papers noted, or for any claim to novelty or otherwise made by them.  ...  ZOOLOGY. of the Vertebrata. Primitive History of the Vertebrate Body.t-In his seventh essay Dr. A.  ...  $-Mr. G. B. Howes has published an atlas of practical elementary biology, which ought to be very useful, especially to those students who are working without the aid of a teacher.  ... 
doi:10.1111/j.1365-2818.1885.tb05805.x fatcat:qfmyxri26bgojkcbkcd36s5plm

Anatomical Society Summer Meeting, University of Oxford, Oxford, 2018

2018 Journal of Anatomy  
Neonatal hypoxia is the most common cause of death and brain damage in newborn children, accounting for 30% of all infant mortality globally.  ...  Complex, foliated regions of the brain constitute the majority of brain tissue, but develop from only two brain Abstracts 399 P4 A stereological study of the fetal rat brain in the reduced uterine perfusion  ...  The RUPP group showed enlarged lateral ventricles, increased cortical nuclear volume and decreased cell density per unit area compared with the control group; however, there was no difference in total  ... 
doi:10.1111/joa.12923 fatcat:ca3uniijyzbijdjytst3lrwdxm

Abstracts for the Joint Meeting of Anatomical Societies, 19-22 May 2011, Bursa, Turkey

2011 Anatomy (International Journal of Experimental and Clinical Anatomy)  
Tridimensional reconstructions, experiments and many staining methods have expanded considerably the number of anatomical details recognized in this territory, probably one of the most complex in the brain  ...  In all these cases continuous longitudinal domains can be distinguished, as well as a number of anteroposterior (transverse) neuromeric units of the neural wall.  ...  We have previously demonstrated the presence of significantly more apoptotic cell death, in five brain regions (Median preoptic nucleus, Subventricular Zone of the lateral ventricles (SVZ) and CA1, CA3  ... 
doi:10.2399/ana.11.001s fatcat:e6qs7cmzqreejhsdrol7i665c4

Abstracts of the 16th Annual Meeting of The Israel Society for Neuroscience: Eilat, Israel, November 25–27, 2007

2007 Neural Plasticity  
The Israel Society for Neuroscience—ISFN—was founded in 1993 by a group of Israeli leading scientists conducting research in the area of neurobiology.  ...  At this annual meetings, the senior Israeli neurobiologists, their teams, and their graduate students, as well as foreign scientists and students, present their recent research findings in platform and  ...  The effects of music background on sleep efficiency, anxiety and depression in Schizophrenia patients  ... 
doi:10.1155/2007/30585 pmid:25148070 pmcid:PMC2366074 fatcat:u4tjfw6shnaxpnzwezieeiqnpm

Eastern Cardiothoracic Surgical Society 55th Annual Meeting

2018 Innovations (Philadelphia): technology and techniques in cardiothoracic and vascular surgery  
into segments, a sequence of fully connected neural networks (NNs) to perform nonlinear feature mappings of segmentation data, and finally our linear recurrent convolutional neural network model for performing  ...  The correlation between the dynamics of neural activity within different brain sites is calculated for experimental data to show similar dynamics of epileptic neural activity as the simulated by the network  ... 
doi:10.1097/imi.0000000000000471 fatcat:m7dkilztybhelp2q6upbwkkyle

Abstracts Presented at the Thirty–Fourth Annual International Neuropsychological Society Conference, February 1–4, 2006, Boston, Massachussetts, USA

2006 Journal of the International Neuropsychological Society  
Results : Using ANCOVA, TOMM scores accounted for a significant amount of variance in test performance on Digit Span and all subtests of the CVLT-II (η 2 ranged from .133 to .248), but not Trails A or  ...  Objective: Response inhibition (RI) is mediated by prefrontal cortex, its circuitry, and associated cortical regions that are vulnerable in traumatic brain injury (TBI).  ...  neural networks.  ... 
doi:10.1017/s1355617706069918 fatcat:cy3cbwlgrvccfnn6w7inplceni

Monitoring reperfused myocardial infarction with delayed left ventricular systolic dysfunction in rabbits by longitudinal imaging

Yuanbo Feng, Bianca Hemmeryckx, Liesbeth Frederix, Marleen Lox, Jun Wu, Ward Heggermont, Hua Rong Lu, David Gallacher, Raymond Oyen, H Roger Lijnen, Yicheng Ni
2018 Quantitative Imaging in Medicine and Surgery  
As for MI_S_LVSD versus MI_M_LVSD rabbits, the thickening of anterior, inferior and lateral walls was significantly more decreased at both stages (P<0.05). Echo confirmed the findings of cMRI.  ...  This experimental LVSD platform in rabbits may interest researchers in the field of experimental cardiology and help strengthen drug development and translational research for the management of cardiovascular  ...  Ethical Statement: This retrospective study was performed in compliance with the requirements of the institutional review board and approved by the institution ethical committee.  ... 
doi:10.21037/qims.2018.09.05 pmid:30306056 pmcid:PMC6177364 fatcat:cqroeb5ch5enlh76obrg4rlyea

Practical postgraduate teaching in Human Anatomy: A review

José Ramón Sañudo, Departamento de Anatomía y Embriología Humanas, Universidad Complutense de Madrid, Spain, Ernest F. Talarico, Fabrice Duparc, Friedrich Paulsen, Veronica Macchi, George Feigl, Rodrigo Elizondo-Omaña, Raffaele De Caro, P. Aragonés, Stephen McHanwell, Bernhard Moriggl (+1 others)
2021 European journal of anatomy : official journal of the Spanish Society of Anatomy  
The courses should have a large practical component (in content and organization) but also should provide the latest scientifically based theoretical knowledge, respecting the learning of anatomy as well  ...  Anatomy is a fundamental subject for both medical and surgical training.  ...  to express their sincere appreciation to the faculty and staff of the Anatomy Department at the University of Costa Rica School of Medicine, and to the student doctors who agreed to participate in this  ... 
doi:10.52083/zdge3745 fatcat:e3qrpiegtzfzhdx736zlspsd5y

A Compend of Human Physiology, Especially Adapted For the Use of Medical Students

Albert P. Brubaker
1901 American Journal of the Medical Sciences  
unnecessary for students in our medical colleges.  ...  into the anterior part of the lateral ventricle.  ...  " If there is a book in the whole of medical literature in which so much is said in so few words, it has never come within our reach." Chicago Medical Journal. " The best text-book for students.  ... 
doi:10.1097/00000441-190108000-00013 fatcat:crqhkn7z4bgsvf5uweh6zxxar4

Substrates and triggers for the initiation of arrhythmias

David Auerbach, José Jalife
2012 Physiology News  
Acknowledgements Studies of PDGFRα + cells in the authors' laboratories are supported by a Pilot Project Grant from the University of Nevada and Core Facilities funded by the National Institute of Diabetes  ...  Acknowledgements We wish to acknowledge the financial support provided by the National Health and Medical Research Council (NH&MRC) of Australia to grant nos. 535033 and 535034.  ...  By placing the stimulating electrode in the STN and one 18 PN SCIENCE NEWS AND VIEWS Axonal filtering as a mechanism of deep brain stimulation in Parkinson's disease Deep brain stimulation (DBS) in Parkinson's  ... 
doi:10.36866/pn.85.15 fatcat:v6dvogkxojbftomixztxqrpxs4

Abstracts Presented at the International Neuropsychological Society, the Swiss Neuropshchological Society (SVNP), and the German Neuropsychological Society (GNP) Meeting, July 26–30, 2006, Zurich, Switzerland

2006 Journal of the International Neuropsychological Society  
These data support the notion that resonant neural networks are important for processing language stimuli even early in the decoding process and that these neural networks may communicate within the gamma  ...  Results: ANCOVAs that controlled for sex, age, and total cerebral volume revealed smaller total brain volumes and larger lateral ventricles in one of both VLBW groups compared with term controls.  ...  ERP analysis showed a complex N3-N4 for both the literal and metaphorical endings, with an increase in the later pick (N4) for the figurative one.  ... 
doi:10.1017/s1355617706069955 fatcat:weo5fxgnqja2tlehcvrqmenrqe

Literary notices

1894 Journal of Comparative Neurology  
The brain at this period is divided into three segments.  ...  All clicks falling between two heart-beats were grouped together, the click coming nearest in time to the heart-beat being accented.  ... 
doi:10.1002/cne.910040105 fatcat:bvdxblyu3bc2xpo44cmucql2jy
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