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Identifying HIV associated neurocognitive disorder using large-scale Granger causality analysis on resting-state functional MRI

Adora M. DSouza, Anas Z. Abidin, Lutz Leistritz, Axel Wismüller, Elsa D. Angelini, Martin A. Styner
<span title="2017-02-24">2017</span> <i title="SPIE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ha25cznnjncxtjoykhsg6fz5ly" style="color: black;">Medical Imaging 2017: Image Processing</a> </i> &nbsp;
MRI (fMRI) and test the effectiveness of these measures for predicting a disease state.  ...  controls and individuals presenting with symptoms of HIV Associated Neurocognitive Disorder (HAND).  ...  The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institute of Health.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1117/12.2254690">doi:10.1117/12.2254690</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/29167591">pmid:29167591</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC5695922/">pmcid:PMC5695922</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/miip/DSouzaALW17.html">dblp:conf/miip/DSouzaALW17</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ueslqxiwujdunoulxue3o6qqlu">fatcat:ueslqxiwujdunoulxue3o6qqlu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200211063247/http://europepmc.org/backend/ptpmcrender.fcgi?accid=PMC5695922&amp;blobtype=pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/67/6a/676a7740e3b364bad6ff1c35a95f3c5081bb1b94.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1117/12.2254690"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5695922" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

A Combined Deep Learning-Gradient Boosting Machine Framework for Fluid Intelligence Prediction [chapter]

Yeeleng S. Vang, Yingxin Cao, Xiaohui Xie
<span title="">2019</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
We train a convolutional neural network to compress the high dimensional MRI data and learn meaningful image features by predicting the 123 continuous-valued derived data provided with each MRI.  ...  The ABCD Neurocognitive Prediction Challenge is a community driven competition asking competitors to develop algorithms to predict fluid intelligence score from T1-w MRIs.  ...  Our method combines the state-of-the-art approach of deep learning to find a good, non-linear compression of the high dimensional 3D MRI data and uses the superior performance of GBM to learn an ensemble  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-030-31901-4_1">doi:10.1007/978-3-030-31901-4_1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fuknspmndzay3oqchyghjaarcq">fatcat:fuknspmndzay3oqchyghjaarcq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200909173800/https://arxiv.org/pdf/1910.07640v1.pdf" title="fulltext PDF download [not primary version]" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <span style="color: #f43e3e;">&#10033;</span> <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/2d/f6/2df6fbd5d869af7a9658cba19fd71532d5362cb2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-030-31901-4_1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Fine particulate matter exposure during childhood relates to hemispheric-specific differences in brain structure

Dora Cserbik, Jiu-Chiuan Chen, Rob McConnell, Kiros Berhane, Elizabeth R. Sowell, Joel Schwartz, Daniel A. Hackman, Eric Kan, Chun C. Fan, Megan M. Herting
<span title="2020-07-10">2020</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3b4x5giqwff7zkza3ey2awkmda" style="color: black;">Environment International</a> </i> &nbsp;
High-resolution structural T1-weighted brain magnetic resonance imaging (MRI) and NIH Toolbox measures of cognition were collected from children at ages 9-10 years.  ...  PM2.5 concentrations were estimated using an ensemble-based model approach and assigned to each child's primary residential address collected at the study visit.  ...  Next, we implemented multilevel mixed effects modeling to examine the association between annual PM 2.5 exposure and structural brain or neurocognitive performance outcomes of interest.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.envint.2020.105933">doi:10.1016/j.envint.2020.105933</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/32659528">pmid:32659528</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC7708513/">pmcid:PMC7708513</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/doggf3hbzndyrpxaxxelgv42ba">fatcat:doggf3hbzndyrpxaxxelgv42ba</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200729064201/https://pdf.sciencedirectassets.com/271763/1-s2.0-S0160412020X00080/1-s2.0-S0160412020318882/main.pdf?X-Amz-Security-Token=IQoJb3JpZ2luX2VjEEYaCXVzLWVhc3QtMSJHMEUCIQCAT4%2FIl%2Bnz4gTg7d97qjEwic5y0rmCmDLauEV8gmPV2wIgWh8jfOvDBKRvyRc%2BqN4BJi72OAkBWDweqmXvI3qkFyAqvQMI%2Fv%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FARADGgwwNTkwMDM1NDY4NjUiDNvk%2FaT9NHo%2By86%2FsCqRA%2FxQmI1%2FDCb6wrvIxQeJKFxmFyT8EwGCfef9SAJvTSSwQNJ9I5LzJpTrQ4bbxAAUh0e%2B3As4d5G6Uxk4tmBHyl%2BJBcTnAfmTVOcohpd3vBioI0Dh9wmH%2FD8%2F375tNWCm3OecTu4NecdeRu81%2BUczu0aO%2BWg8zUkHdYET9Ko0mS0OOUXHjJMqSNsE3nZoWHqugOwjb0NxCdpKlzHlz28oX6iy8PpBJdnfMVHHHkQ60QgsyZbbFU6AK5gebnTYXgAsoHWgVt8VIeZRoKCgBInsQ0TutO5vHm%2FxBj1bIFd3qdZx3Biwz5Ipd2v42oX7M7cvMJo83aPqbKhPO4r41WPjtByEQqQQqZNQMZNSgv7Z10mw6noHIA%2FLQFbqWZ598Nv6GzF3UkgRq7b%2FqwHL9oQIfxQfblEQqI%2B56305d9P0esUywX5VfqNNHlyGCm1NGldtGNEDesPLZAj4vMpu1xH8ddz4LEH8Sc3HcoFxnKQ3NH82%2BeMpc2nFNw4II%2FAjF8TkwoJZs6a7LXjs%2F4JdgFMQTi7WMK%2BLhPkFOusB4CsdEOvrtKOd7d8s4bKT7NNGqEot0mX%2FLeY6fjQ5phHrR8esPk1DGXfDtsOTxu1XFEebSeDj0FSKIkukPBuID1Xk8LpbYDrM0uBqjwKxG9e2ZVCw2OwfRZN6y7bd9NBtAi9njSaCg1zqpHxun4p8TMA13lFbLinerpVjXH2MMoKUXBhzoCC3EY0b7Xo3JneNHM8XFo4J0wZxYxOykWqrf6TeYGQfcbFpbF%2F3%2B0qM867eDiUPC7wRoRuc8vuSGiqXQEGexbrPVIUwGmaVCjZCDXTUaEkvcb3lu9lxhaePS44TWLtfhhLxvI5Q8w%3D%3D&amp;X-Amz-Algorithm=AWS4-HMAC-SHA256&amp;X-Amz-Date=20200729T064119Z&amp;X-Amz-SignedHeaders=host&amp;X-Amz-Expires=300&amp;X-Amz-Credential=ASIAQ3PHCVTY4WSHAFAI%2F20200729%2Fus-east-1%2Fs3%2Faws4_request&amp;X-Amz-Signature=74711e58a84a2d6aa506711edaaada1fffeddbce71a334c08fce977d3fd61502&amp;hash=71a5d6ebc27539687868c41bec4f349314f22845e66c630c8736439b6211f199&amp;host=68042c943591013ac2b2430a89b270f6af2c76d8dfd086a07176afe7c76c2c61&amp;pii=S0160412020318882&amp;tid=spdf-11c9df6e-b007-4d7c-865a-606098769ffd&amp;sid=c0acc6a66e4371427d6a687-d5ef9298bf7dgxrqa&amp;type=client" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f7/f1/f7f1fc829dcf502f0c498255cdc4a7f0bb90aaff.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.envint.2020.105933"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7708513" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Novel verbal fluency scores and structural brain imaging for prediction of cognitive outcome in mild cognitive impairment

David Glenn Clark, Paula M. McLaughlin, Ellen Woo, Kristy Hwang, Sona Hurtz, Leslie Ramirez, Jennifer Eastman, Reshil-Marie Dukes, Puneet Kapur, Thomas P. DeRamus, Liana G. Apostolova
<span title="">2016</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/y5b3apqmfve23ds3kch2bvmcxa" style="color: black;">Alzheimer&#39;s and Dementia: Diagnosis, Assessment and Disease Monitoring</a> </i> &nbsp;
Additional scores were derived from structural MRI scans: region of interest measures of hippocampal and ventricular volumes and gray matter scores derived from performing ICA on measures of cortical thickness  ...  Addition of structural brain measurements did not improve performance based on novel scores alone.  ...  Clark, MD for comments on an earlier version of the article and to Naira Goukasian for assistance with preparation of the data and figures.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.dadm.2016.02.001">doi:10.1016/j.dadm.2016.02.001</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/27239542">pmid:27239542</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC4879664/">pmcid:PMC4879664</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ho3xnp5qxnddxntndu2hzfquiu">fatcat:ho3xnp5qxnddxntndu2hzfquiu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170926211014/http://publisher-connector.core.ac.uk/resourcesync/data/elsevier/pdf/455/aHR0cDovL2FwaS5lbHNldmllci5jb20vY29udGVudC9hcnRpY2xlL3BpaS9zMjM1Mjg3MjkxNjAwMDA1MQ%3D%3D.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/06/a6/06a6b69061175164f0b7b13d66ac865e75bf9e1c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.dadm.2016.02.001"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4879664" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Disease Prediction in the At-Risk Mental State for Psychosis Using Neuroanatomical Biomarkers: Results From the FePsy Study

Nikolaos Koutsouleris, Stefan Borgwardt, Eva M. Meisenzahl, Ronald Bottlender, Hans-Jürgen Möller, Anita Riecher-Rössler
<span title="2011-11-10">2011</span> <i title="Oxford University Press (OUP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/o67mrs6u45fmrmhkxo62gcvrli" style="color: black;">Schizophrenia Bulletin</a> </i> &nbsp;
Recently, multivariate machine learning methods have demonstrated the feasibility to predict illness onset in clinically defined at-risk individuals using structural magnetic resonance imaging (MRI) data  ...  The neuroanatomical decision functions underlying these results particularly involved the prefrontal perisylvian and subcortical brain structures.  ...  The authors have declared that there are no conflicts of interest in relation to the subject of this study.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1093/schbul/sbr145">doi:10.1093/schbul/sbr145</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/22080496">pmid:22080496</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC3494048/">pmcid:PMC3494048</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xk3iuysjfbbkbos27uqryjr4gi">fatcat:xk3iuysjfbbkbos27uqryjr4gi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190226005518/http://pdfs.semanticscholar.org/76a7/cde9a6365b9cf35867e7a5369bb71d5c4cc4.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/76/a7/76a7cde9a6365b9cf35867e7a5369bb71d5c4cc4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1093/schbul/sbr145"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> oup.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3494048" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Deviation From Model of Normal Aging in Alzheimer's disease: Application of Deep Learning to Structural MRI data and Cognitive Tests

Tetiana Habuza, Nazar Zaki, Elfadil A. Mohamed, Yauhen Statsenko
<span title="">2022</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
To work out a new marker of neurodegeneration, we created a convolutional neural network-based regression model and predicted the cognitive status of the cognitively preserved examinee from the brain MRI  ...  Hypothetically, the brain structure-function association has features specific for either diseaserelated cognitive deterioration or normal neurocognitive slowing while aging. Materials and methods.  ...  Macrostructural characteristics of the brain (tissue volumes) can be identified with MRI and used for screening for NDs.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2022.3174601">doi:10.1109/access.2022.3174601</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7rox4lhqnng5xgj7nvpqy5bbf4">fatcat:7rox4lhqnng5xgj7nvpqy5bbf4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220513030330/https://ieeexplore.ieee.org/ielx7/6287639/6514899/09773353.pdf?tp=&amp;arnumber=9773353&amp;isnumber=6514899&amp;ref=" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/9a/ff/9affac7931fcf9eb732e498f81e867d75222f8cd.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2022.3174601"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> ieee.com </button> </a>

Interplay of brain structure and function in neonatal congenital heart disease

Ala Birca, Vasily A. Vakorin, Prashob Porayette, Sujana Madathil, Vann Chau, Mike Seed, Sam M. Doesburg, Susan Blaser, Dragos A. Nita, Rohit Sharma, Emma G. Duerden, Edward J. Hickey (+2 others)
<span title="2016-08-14">2016</span> <i title="Wiley"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/valszhg5dbb5hkurekzuzn2ijq" style="color: black;">Annals of Clinical and Translational Neurology</a> </i> &nbsp;
resonance imaging (MRI) to determine the presence of brain injury and structural brain development, and diffusion tensor MRI to assess brain microstructural development.  ...  Results: Neonates with MRI brain injury and delayed structural and microstructural brain development demonstrated significantly stronger high-frequency (beta and gamma frequency band) connectivity.  ...  Acknowledgments We thank Patrick McQuillen for his critical appraisal of the manuscript. We are also thankful to Jean Gotman who helped with the data analysis by providing the Stel  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/acn3.336">doi:10.1002/acn3.336</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/27648460">pmid:27648460</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC5018583/">pmcid:PMC5018583</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vbrfa33e5vbq3bqw6bgy7a372e">fatcat:vbrfa33e5vbq3bqw6bgy7a372e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200207213238/http://europepmc.org/backend/ptpmcrender.fcgi?accid=PMC5018583&amp;blobtype=pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b9/bb/b9bbbd3f179179a1752497c12761070cf7c31618.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/acn3.336"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> wiley.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5018583" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Maturity of brain structures and white matter connectomes, and their relationship with psychiatric symptoms in youth [article]

Alex Luna, Joel Bernanke, JIOOK CHA, Jonathan Posner
<span title="2020-03-06">2020</span> <i title="Cold Spring Harbor Laboratory"> medRxiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Brain neuromaturation can be indexed using brain predicted age difference (BrainPAD), a metric derived by the application of machine learning (ML) algorithms to neuroimaging.  ...  Morphometry estimates (from structural MRI), white matter connectomes (from diffusion MRI), or both were fed to an automated ML pipeline to develop BrainPAD models.  ...  Acknowledgements We thank the Healthy Brain Network participants and the staff at the Child Mind Institute. Mr.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1101/2020.03.02.20029488">doi:10.1101/2020.03.02.20029488</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kcumwjl3yjdcfmfebihqkw4oaq">fatcat:kcumwjl3yjdcfmfebihqkw4oaq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200710062553/https://www.medrxiv.org/content/10.1101/2020.03.02.20029488v1.full.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/5a/a8/5aa8db81e3a878b7199a212a09bd6640386f670e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1101/2020.03.02.20029488"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> medrxiv.org </button> </a>

Mapping abnormal subcortical brain morphometry in an elderly HIV+ cohort

Benjamin S. C. Wade, Victor G. Valcour, Lauren Wendelken-Riegelhaupt, Pardis Esmaeili-Firidouni, Shantanu H. Joshi, Yalin Wang, Paul M. Thompson
<span title="">2015</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/qcepwfkflvg5toaa6fh2alj3b4" style="color: black;">2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI)</a> </i> &nbsp;
Over 50% of HIV+ individuals exhibit neurocognitive impairment and subcortical atrophy, but the pattern of brain abnormalities associated with HIV is still poorly understood.  ...  The thalamus, corpus striatum, hippocampus, amygdala, brainstem, callosum and ventricles were segmented from brain MRIs.  ...  We report the classification accuracies of three separate RF classifiers constructed from the (1) volume of each structure, (2) RD, and (3) JD maps of each structure.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/isbi.2015.7164033">doi:10.1109/isbi.2015.7164033</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/26413207">pmid:26413207</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC4578225/">pmcid:PMC4578225</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/isbi/WadeVWEJWT15.html">dblp:conf/isbi/WadeVWEJWT15</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fmiwrapzczfozl5nj6aehflrxu">fatcat:fmiwrapzczfozl5nj6aehflrxu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180724125938/https://cloudfront.escholarship.org/dist/prd/content/qt7g9599hs/qt7g9599hs.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/fd/fd/fdfdbd5781e0a879207c5690051741a17b2e1770.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/isbi.2015.7164033"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4578225" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Fixel-Based Analysis and Free Water Corrected DTI Evaluation of HIV-Associated Neurocognitive Disorders

Alan Finkelstein, Abrar Faiyaz, Miriam T. Weber, Xing Qiu, Md Nasir Uddin, Jianhui Zhong, Giovanni Schifitto
<span title="2021-11-04">2021</span> <i title="Frontiers Media SA"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4kchoxo3jrfubkck3y7nfncina" style="color: black;">Frontiers in Neurology</a> </i> &nbsp;
Four different binary classifiers were used to show the specificity of the MRI metrics for classifying cognitive impairment in HIV+ individuals.Results: Whole-brain FBA showed significant reductions (up  ...  Previous studies have evaluated WM fiber tract-specific brain regions in HIV-associated neurocognitive disorders (HAND) using diffusion tensor imaging (DTI).  ...  ACKNOWLEDGMENTS We thank our study participants and staff who were involved in image acquisition and clinical/neurocognitive assessments.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3389/fneur.2021.725059">doi:10.3389/fneur.2021.725059</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/34803875">pmid:34803875</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC8600320/">pmcid:PMC8600320</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qb4tk74vrnerlizprmtbhdexli">fatcat:qb4tk74vrnerlizprmtbhdexli</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211122200908/https://fjfsdata01prod.blob.core.windows.net/articles/files/725059/pubmed-zip/.versions/1/.package-entries/fneur-12-725059/fneur-12-725059.pdf?sv=2018-03-28&amp;sr=b&amp;sig=37CeQw8VlM%2B%2Bu76xDDJzwahottE7ScOOx8C4vHnax2U%3D&amp;se=2021-11-22T20%3A09%3A36Z&amp;sp=r&amp;rscd=attachment%3B%20filename%2A%3DUTF-8%27%27fneur-12-725059.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/3e/70/3e70e592f27358ff0b38309e2b0df5f84bd5fb9a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3389/fneur.2021.725059"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> frontiersin.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8600320" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Independent and interactive effects of blood pressure and cardiac function on brain volume and white matter hyperintensities in heart failure

Michael L. Alosco, Adam M. Brickman, Mary Beth Spitznagel, Erica Y. Griffith, Atul Narkhede, Naftali Raz, Ronald Cohen, Lawrence H. Sweet, Joel Hughes, Jim Rosneck, John Gunstad
<span title="">2013</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/jtciccensvgfniyhctkjsuay4q" style="color: black;">Journal of the American Society of Hypertension : JASH</a> </i> &nbsp;
However, the independent and interactive effects of blood pressure and systemic perfusion on brain structure in HF have yet to be investigated.  ...  All participants underwent brain magnetic resonance imaging to quantify total brain, total and subcortical gray matter volume, and white matter hyperintensities (WMH) volume.  ...  Acknowledgments Support for this work included National Institutes of Health (NIH) grants DK075119 and HLO89311. Dr.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jash.2013.04.011">doi:10.1016/j.jash.2013.04.011</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/23735419">pmid:23735419</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC3770819/">pmcid:PMC3770819</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sceicmpawrewrlewf6qtzdq4zy">fatcat:sceicmpawrewrlewf6qtzdq4zy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191108032110/http://europepmc.org/backend/ptpmcrender.fcgi?accid=PMC3770819&amp;blobtype=pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/5b/b9/5bb928d436cd3cd03244fd8f8ae8901a38772c8e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jash.2013.04.011"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3770819" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Machine Learning and Novel Biomarkers for the Diagnosis of Alzheimer's Disease

Chun-Hung Chang, Chieh-Hsin Lin, Hsien-Yuan Lane
<span title="2021-03-09">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3loumxx7kzamnlu4h6x3xoz6ay" style="color: black;">International Journal of Molecular Sciences</a> </i> &nbsp;
Artificial intelligence techniques like machine learning tools have being increasingly used in precision diagnosis.  ...  Several machine learning algorithms including support vector machine, logistic regression, random forest, and naïve Bayes) to build an optimal predictive model to distinguish patients with AD from healthy  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/ijms22052761">doi:10.3390/ijms22052761</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/33803217">pmid:33803217</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/33ixois7qjgjtmdwik3vla5xke">fatcat:33ixois7qjgjtmdwik3vla5xke</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210313104514/https://res.mdpi.com/d_attachment/ijms/ijms-22-02761/article_deploy/ijms-22-02761-v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c7/67/c7675b9130f3148d953817152867b916eb83c054.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/ijms22052761"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Mapping abnormal subcortical brain morphometry in an elderly HIV + cohort

Benjamin S.C. Wade, Victor G. Valcour, Lauren Wendelken-Riegelhaupt, Pardis Esmaeili-Firidouni, Shantanu H. Joshi, Boris A. Gutman, Paul M. Thompson
<span title="">2015</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/47gmsc3hojdm5kdlgbg4peyvyi" style="color: black;">NeuroImage: Clinical</a> </i> &nbsp;
Over 50% of HIV+ individuals exhibit neurocognitive impairment and subcortical atrophy, but the profile of brain abnormalities associated with HIV is still poorly understood.  ...  All shape and volume features were included in a random forest (RF) model. The model was validated with 2-fold cross-validation.  ...  Again, using 2-fold cross validation, we investigated the performance of feature subsets comprised exclusively of one of, volume, RD or JD features.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.nicl.2015.10.006">doi:10.1016/j.nicl.2015.10.006</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/26640768">pmid:26640768</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC4625216/">pmcid:PMC4625216</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dlh4sieo6ngz7gbzmgl4rig6ay">fatcat:dlh4sieo6ngz7gbzmgl4rig6ay</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190322153800/https://core.ac.uk/download/pdf/82336169.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/7b/aa/7baa352110526fdb12fb9c2c3b54187050ac3020.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.nicl.2015.10.006"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4625216" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Cognitive complaints in older adults at risk for Alzheimer's disease are associated with altered resting-state networks

Joey A. Contreras, Joaquín Goñi, Shannon L. Risacher, Enrico Amico, Karmen Yoder, Mario Dzemidzic, John D. West, Brenna C. McDonald, Martin R. Farlow, Olaf Sporns, Andrew J. Saykin
<span title="2016-12-22">2017</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/y5b3apqmfve23ds3kch2bvmcxa" style="color: black;">Alzheimer&#39;s and Dementia: Diagnosis, Assessment and Disease Monitoring</a> </i> &nbsp;
Each FC pattern was then used as a response in a multilinear regression model including neurocognitive variables associated with AD (cognitive complaint index [CCI] scores from self and informant, an episodic  ...  Specific patterns of FC were differently associated with neurocognitive variables thought to change early in the course of AD.  ...  Brain connectomics is a field of study that uses graph theory to analyze the ensemble of brain connectivity networks, including functional networks.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.dadm.2016.12.004">doi:10.1016/j.dadm.2016.12.004</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/28149942">pmid:28149942</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC5266473/">pmcid:PMC5266473</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vtz6y7iyingkvndgj4th6dbp3q">fatcat:vtz6y7iyingkvndgj4th6dbp3q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180723054200/https://scholarworks.iupui.edu/bitstream/handle/1805/13111/main-1.pdf;jsessionid=FC78EC9549EB5EF3805D7CAF198A0CAB?sequence=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/54/7d/547d1018fff9c7f675b9899e7d366f5804cd15a2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.dadm.2016.12.004"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5266473" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

COGNITIVE COMPLAINTS IN OLDER ADULTS AT RISK FOR ALZHEIMER'S DISEASE ARE ASSOCIATED WITH ALTERED RESTING STATE NETWORKS

Joey A. Contreras, Joaquín Goñi, Shannon L. Risacher, John D. West, Mario Dzemidzic, Brenna C. McDonald, Martin R. Farlow, Olaf Sporns, Andy J. Saykin
<span title="">2016</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/skzqffpatvawfgf7uspguqs4yu" style="color: black;">Alzheimer&#39;s &amp; Dementia</a> </i> &nbsp;
Each FC pattern was then used as a response in a multilinear regression model including neurocognitive variables associated with AD (cognitive complaint index [CCI] scores from self and informant, an episodic  ...  objective indices of cognitive decline and differences in brain functional organization.  ...  Brain connectomics is a field of study that uses graph theory to analyze the ensemble of brain connectivity networks, including functional networks.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jalz.2016.06.073">doi:10.1016/j.jalz.2016.06.073</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fgmy2gn55vcwdmno7avkxa54py">fatcat:fgmy2gn55vcwdmno7avkxa54py</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180723054200/https://scholarworks.iupui.edu/bitstream/handle/1805/13111/main-1.pdf;jsessionid=FC78EC9549EB5EF3805D7CAF198A0CAB?sequence=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/54/7d/547d1018fff9c7f675b9899e7d366f5804cd15a2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jalz.2016.06.073"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>
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