14 Hits in 13.8 sec

Montage based 3D Medical Image Retrieval from Traumatic Brain Injury Cohort using Deep Convolutional Neural Network [article]

Cailey I. Kerley, Yuankai Huo, Shikha Chaganti, Shunxing Bao, Mayur B. Patel, Bennett A. Landman
2018 arXiv   pre-print
images via a deep convolutional neural network.  ...  To alleviate the manual efforts, in this paper we propose an automated 3D medical image retrieval pipeline, called deep montage-based image retrieval (dMIR), which performs classification on 2D montage  ...  The imaging dataset(s) used for the analysis described were obtained from ImageVU, a research resource supported by the VICTR CTSA award (ULTR000445 from NCATS/NIH), Vanderbilt University Medical Center  ... 
arXiv:1812.04118v1 fatcat:elfi54qvmveclmmmsryezjlb34

5th Iranian Symposium on Brain Mapping Updates 2021

5th Iranian Symposium on Brain Mapping Updates 2021 (ISBM 2021)
2021 Frontiers in biomedical technologies  
and machine learning approaches are likely to reveal the latent fact behind versatile neuroimaging experimental results, standard methodological issues, and clear clinical routines are expected to come from  ...  Written informed consent forms were obtained from all eligible stroke patients with neglect The authors would like to thank the National Brain Mapping Lab (NBML).  ...  Acknowledgement We would like to sincerely appreciate National Brain Mapping Laboratory of Iran for providing us with its standard EEG recording system Acknowledgement This work was supported by Iran's  ... 
doaj:49535b5ee5594ebfbf9a70ba1c872669 fatcat:vxuk76wzufevflgovoeapem3ge

17th Quadrennial Meeting of the World Society for Stereotactic and Functional Neurosurgery. Berlin, Germany, June 26-29, 2017: Abstracts

2017 Stereotactic and Functional Neurosurgery  
Methods: Five patients were included in a prospective, monocentric, 12-month clinical observational study, with blind crossover period (NCT01718249): P1 male, 32 y/o, 12 years after traumatic brain injury  ...  Abstract: Objective: Microelectrode recording (MER) is a widely-used tool to confirm and define deep brain targets during deep brain stimulation (DBS) surgery.  ...  This study highlights the role of unique structural changes in TN and structural brain imaging towards a more objective definition of neuropathic pain disorders.  ... 
doi:10.1159/000478281 pmid:28641280 fatcat:ivcbjloukfgiriry65t37fccm4

ACNP 58th Annual Meeting: Poster Session III

2019 Neuropsychopharmacology  
This study obtains the approval from Japanese association of Neuro-Psychiatric Clinics Study Ethical Review Board, and the data investigated were retrieved from databases and de-identified before data  ...  The goal of this study was to use positron emission tomography (PET) brain imaging to investigate levels of prefrontal-limbic translocator protein (TSPO), a marker of microglia, in vivo in individuals  ...  Methods: High resolution 3D T1 imaging and rest  ... 
doi:10.1038/s41386-019-0547-9 pmid:31801974 pmcid:PMC6957926 fatcat:dd7d43ysfvc5bbbstfl73szya4

Panel and Study Groups

2013 Neuropsychopharmacology  
Methods: We have studied over 238 normal human brains in both DLPFC and hippocampus ranging in age from week 14 in the fetus to 80 years of age, using Illumina microchip arrays, qRT-PCR and RNA Seq.  ...  Second, normal brain development is associated with switching from transcripts that are preferentially expressed in fetal human brain to transcripts that are preferentially expressed postnatally.  ...  We used two cohorts of subjects; an older cohort from the Bronx VA brain bank (18 pairs of subjects), and a younger cohort from the Alabama Brain Collection (10 pairs of subjects).  ... 
doi:10.1038/npp.2013.278 fatcat:expu2u3f3reypazj7tt7jhybfa

Neurological and mental disorders [chapter]

Tarakad S. Ramachandran
2013 Alcohol  
She has taught Medical and Biological Sciences in various universities in Australia, USA, UAE, Bahrain, Pakistan and Brunei.  ...  This chapter is distributed under the terms of the Creative Commons Attribution License ( by/3.0), which permits unrestricted use, distribution, and reproduction in  ...  A new approach to predict the depressive symptoms with Beck Depression Inventory II (BDI-II) scores from video data is proposed based on the deep convolutional neutral networks (DCNN).  ... 
doi:10.1093/acprof:oso/9780199655786.003.0036 fatcat:s4tdazxlxzfnldqys522y4zqvm

BNA Festival of Neuroscience 2019

2019 Brain and Neuroscience Advances  
Methods: An adolescent subset (N=976, age= 14.45 ± 0.45) of the IMAGEN consortium (Schumann, Loth et al. 2010) was identified based on imaging quality control and completion of neuropsychological assessments  ...  Twenty-one negative life events from the LEQ were used to separate the sample into two groups (Low stress/High stress).  ...  brain injury Introduction: Traumatic brain injury (TBI) is a complex and heterogeneous disorder.  ... 
doi:10.1177/2398212819855490 fatcat:y4b5r7rpdnblzoxvb2crpzqhee

American Association of Neuropathologists, Inc. Abstracts of the 97th Annual Meeting June 10-13, 2021 St. Louis, Missouri

2021 Journal of Neuropathology and Experimental Neurology  
Here, we performed single nucleus RNA sequencing (snRNA-seq) on postmortem brain tissue from FTD patients carrying the MAPT N279K mutation and from healthy control individuals to identify dysregulated  ...  To examine the effect of age on the genome, we performed single cell whole genome sequencing on neurons isolated from postmortem brain across human lifespan.  ...  Our algorithm utilizes transfer learning methods to enable high-performance convolutional neural networks for different histology and molecular classification tasks, with fine-tuning for enhancing the  ... 
doi:10.1093/jnen/nlab042 pmid:34087938 fatcat:rgowg3kxi5ghpbylpalr2rxkj4

99. Jahrestagung der Deutschen Gesellschaft für Rechtsmedizin

2020 Rechtsmedizin  
Then, we use transfer learning on an independent convolutional neural network architecture (MobileNet) and compare the results with our network.  ...  In this article, we present a custom-made convolutional neural network to classify postmortem computed tomography images of rib fractures (RiFNet).  ...  noncardiac injuries.  ... 
doi:10.1007/s00194-020-00424-x pmid:32874018 pmcid:PMC7450919 fatcat:joteenrw2bcc5pge4m34ezjwy4

ESICM LIVES 2016: part one

L. Bos, L. Schouten, L. van Vught, M. Wiewel, D. Ong, O. Cremer, A. Artigas, I. Martin-Loeches, A. Hoogendijk, T. van der Poll, J. Horn, N. Juffermans (+2434 others)
2016 Intensive Care Medicine Experimental  
Methods Medical records of all patients presenting between January 2009 and December 2013 with non-traumatic SAH were analysed.  ...  We included patients admitted directly from the ED based upon administrative registries Transfers from other hospitals including administrative passages through the ED and admissions after emergency surgery  ...  Introduction Traumatic brain injury (TBI) doesn't seem to be a single insult with a monophasic resolution.  ... 
doi:10.1186/s40635-016-0098-x fatcat:5257rny3rfc7hpwmqijwjtsabu

American Society for Stereotactic and Functional Neurosurgery 2022 Biennial Meeting Atlanta Georgia, June 4-7, 2022: Abstracts

In a separate cohort, anesthetized animals underwent functional ultrasound imaging of the brain to evaluate vascular network activity.  ...  Patient 3 experienced traumatic brain injury 5 years after open right hippocampectomy, precipitating seizure recurrence and new onset PTSD.  ...  Pre-treatment characteristics and treatment data, including energy administered and average temperature achieved were abstracted from the electronic medical record.  ... 
doi:10.1159/000527058 pmid:36176061 fatcat:35ctg2fzwvaf7jpht2cutpxwse

Proceedings of the 3rd International Mobile Brain/Body Imaging Conference

(:Unkn) Unknown, Technische Universität Berlin, Technische Universität Berlin, Klaus Gramann
The 3rd International Mobile Brain/Body Imaging (MoBI) conference in Berlin 2018 brought together researchers from various disciplines interested in understanding the human brain in its natural environment  ...  This imaging approach will lead to new insights into the brain functions underlying active behavior and the impact of behavior on brain dynamics and vice versa, it can be used for the development of more  ...  Conference Proceedings of the 3 rd International Mobile Brain/Body Imaging Conference Berlin, July 12 th to July 14 th 2018 Conference Proceedings of the 3 rd International Mobile Brain/Body Imaging Conference  ... 
doi:10.14279/depositonce-7236 fatcat:cvldfxw4yvgh5dis4vkzi2aqfy

Neuroimaging of human motor control in real world scenarios: from lab to urban environment

Sara Pizzamiglio
The muscular (i.e. intermuscular couplings) and neural (i.e. spontaneous oscillations and cortico­muscular couplings) indicators of the undergoing adaptation process were all symbolic of adaptive strategies  ...  to 1) investigate the neural and muscular correlates of different • Study II is based on a Mobile Brain/Body Imaging (MoBI) design and a fully mobile setup.  ...  CPGs) and central regions (i.e. neural cortex, deep brain structures and brainstem) have a role.  ... 
doi:10.15123/pub.7306 fatcat:i5jmzffmujbmrgyaabs23renwe

Dark Euphoria: The Neo-Gothic Narrative of Millennial Technoculture

Mitchell John Goodwin, University, My, Stephen Stockwell
retrieval and storage.  ...  individual neural networks of the human mind are visible; 49 law enforcement officials and private security contractors are employing increasingly advanced facial recognition software tools, networks  ... 
doi:10.25904/1912/3134 fatcat:a55zu4mcmvchfakyvrgb6cxnwu