Difference between revisions of "SOCR News IBRO INSF Malaysia 2017"
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=== Logistics === | === Logistics === | ||
+ | * IBRO-APRC School on Neuroinformatics and Brain Connectivity Analysis 2017 Kuala Lumpur, Malaysia | ||
+ | * Dates: Sunday, August 06, 2017 09:00 PM -- Saturday, August 19, 2017 05:00 AM | ||
+ | * Location: [http://cape.utp.edu.my/contact-us/ Centre For Advanced And Professional Education (CAPE), Menara Kembar Bank Rakyat] | ||
+ | * [https://www.trelliscience.com/#/group-home/1576 IBRO/INCF 2017 Summer School Trellis Forum] (protected) | ||
+ | |||
+ | Prof. Dinov's lectures are listed below. | ||
===Aug 10, 2017 (Statistical Computing) === | ===Aug 10, 2017 (Statistical Computing) === | ||
− | |||
* [http://DSPA.predictive.space Data Science and Predictive Analytics] | * [http://DSPA.predictive.space Data Science and Predictive Analytics] | ||
** [http://www.socr.umich.edu/people/dinov/2017/Spring/DSPA_HS650/notes/00_Motivation.html Motivation] | ** [http://www.socr.umich.edu/people/dinov/2017/Spring/DSPA_HS650/notes/00_Motivation.html Motivation] | ||
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* [http://pipeline.loni.usc.eduPipeline Environment] | * [http://pipeline.loni.usc.eduPipeline Environment] | ||
− | * [Pipeline Client GUI – data, modules and workflow objects | + | * [http://pipeline.loni.usc.edu/learn/user-guide/ Pipeline Client GUI] – data, modules and workflow objects |
− | * [ | + | * [http://pipeline.loni.usc.edu/learn/user-guide/creating-modules/#Simple%20modules Module definition] and [http://pipeline.loni.usc.edu/learn/user-guide/building-a-workflow/#Building%20a%20workflow workflow construction] |
− | * [ | + | * [https://wiki.loni.usc.edu/index.php/Main_PagePipeline workflows documentation] |
− | * [ | + | * [http://pipeline.loni.usc.edu/explore/library-navigator/ Pipeline Workflow Library] |
− | * [ | + | * [http://pipeline.loni.usc.edu/files/miner/ Pipeline workflow miner] |
− | * | + | * Case-studies |
− | ** [Global Shape Analysis (GSA) | + | ** [https://wiki.loni.usc.edu/index.php/Global_Shape_Analysis_(GSA)_Workflow Global Shape Analysis (GSA)] |
*** Simple 3 cohort study of dementia | *** Simple 3 cohort study of dementia | ||
− | *** /ifs/loni/ccb/collabs/2017/INCF_IBRO_SummerSchool | + | *** ''/ifs/loni/ccb/collabs/2017/INCF_IBRO_SummerSchool'' |
*** GSA workflow (ADNI_11AD_11_MCI_11HC_CaseStudy_DM.csv) | *** GSA workflow (ADNI_11AD_11_MCI_11HC_CaseStudy_DM.csv) | ||
− | * [ https://wiki.loni.usc.edu/index.php/Global_Shape_Analysis_(GSA)_Workflow | + | * [https://wiki.loni.usc.edu/index.php/Global_Shape_Analysis_(GSA)_Workflow GSA Doc] |
− | * [http://bit.ly/1Djhihs | + | * [http://bit.ly/1Djhihs GSA Try-It-Now], Try-It Now server; Cranium -> LONI -> Global Shape Analysis - Two Groups (Complete) workflow |
− | + | * [https://wiki.loni.usc.edu/index.php/MDT_Atlasing_Workflow Minimum deformation template (MDT)] | |
− | * | + | * [http://pipeline.loni.usc.edu/explore/library-navigator/ Tensor-Based Morphometry (TBM)] |
− | * | + | * [http://pipeline.loni.usc.edu/explore/library-navigator/ PLINK Association] |
− | * | ||
===Aug 15-16, 2017 3<sup>rd</sup> Malaysia Telemedicine Conference (2017)=== | ===Aug 15-16, 2017 3<sup>rd</sup> Malaysia Telemedicine Conference (2017)=== | ||
− | The theme of the [https://www.facebook.com/Malaysia-Telemedicine-Conference-787730134636385/ 2017 Malaysia Telemedicine Conference is Healthcare for Tomorrow - The Disruptions Begins]. | + | The theme of the [https://www.facebook.com/Malaysia-Telemedicine-Conference-787730134636385/ 2017 Malaysia Telemedicine Conference is Healthcare for Tomorrow - The Disruptions Begins]. Prof. Dinov's Keynote Presentation, ''Predictive Data Analytics'', Tuesday, 15 August 2017 at 9.00-9.45 AM, Sunway Medical Centre, Hospital Pusat Perubatan Sunway, 5, Jalan Lagoon Selatan, Bandar Sunway, 47500 Petaling Jaya, Selangor |
* [http://socr.umich.edu/docs/uploads/Dinov_PredictiveDataAnalytics_2017_MalaysiaTelemedicine.pdf Lecture notes (PDF)] | * [http://socr.umich.edu/docs/uploads/Dinov_PredictiveDataAnalytics_2017_MalaysiaTelemedicine.pdf Lecture notes (PDF)] | ||
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=== Aug 18, 2017 (Neuroimaging-genetics)=== | === Aug 18, 2017 (Neuroimaging-genetics)=== | ||
− | * | + | * [https://github.com/SOCR/PBDA Predictive Big Data Analytics (PBDA/PD)] |
* PLINK association workflow | * PLINK association workflow | ||
** https://wiki.loni.usc.edu/index.php/PLINK_GWAS_Workflows | ** https://wiki.loni.usc.edu/index.php/PLINK_GWAS_Workflows | ||
** http://bit.ly/1BuiI5j | ** http://bit.ly/1BuiI5j | ||
− | * | + | * [https://wiki.loni.usc.edu/index.php/LONI_Pipeline_Genomics_and_Informatics_Workflow_Solutions Pipeline bioinformatics and Genomics computing pipeline workflows] |
* Examples of published studies | * Examples of published studies | ||
− | ** Moon, S., Dinov, ID, Kim, J, Zamanyan, A, Hobel, S, Thompson, PM, Toga, AW (2015) Structural Neuroimaging Genetics Interactions in Alzheimer's Disease. Journal of Alzheimer's Disease, 48(4):1051-63, doi: 10.3233/JAD-150335 (PMID: 26444770) | + | ** Moon, S., Dinov, ID, Kim, J, Zamanyan, A, Hobel, S, Thompson, PM, Toga, AW (2015) [http://dx.doi.org/10.3233/JAD-150335 Structural Neuroimaging Genetics Interactions in Alzheimer's Disease]. Journal of Alzheimer's Disease, 48(4):1051-63, doi: 10.3233/JAD-150335 (PMID: 26444770) |
− | ** Moon, SW, Dinov, ID, Hobel, S, Zamanyan, A, Choi, YC, Thompson, PM, Toga, AW and Alzheimer's Disease Neuroimaging Initiative (ADNI) (2015) Structural Brain Changes in Early-Onset Alzheimer's Disease Subjects Using the LONI Pipeline Environment. Journal of Neuroimaging, 25(5):728–737,. DOI: 10.1111/jon.12252 | + | ** Moon, SW, Dinov, ID, Hobel, S, Zamanyan, A, Choi, YC, Thompson, PM, Toga, AW and Alzheimer's Disease Neuroimaging Initiative (ADNI) (2015) [http://dx.doi.org/10.1111/jon.12252 Structural Brain Changes in Early-Onset Alzheimer's Disease Subjects Using the LONI Pipeline Environment]. Journal of Neuroimaging, 25(5):728–737,. DOI: 10.1111/jon.12252 |
− | ** Moon, SW, Dinov ID, Zamanyan, A, Shi, R, Genco, A, Hobel, S, Thompson, PM, Toga, AW and Alzheimer's Disease Neuroimaging Initiative (ADNI) (2015) Gene Interactions and Structural Brain Change in Early-Onset Alzheimer's Disease Subjects Using the Pipeline Environment . Psychiatry Investigation, 12(1):125-135. DOI: 10.4306/pi.2015.12.1.125 | + | ** Moon, SW, Dinov ID, Zamanyan, A, Shi, R, Genco, A, Hobel, S, Thompson, PM, Toga, AW and Alzheimer's Disease Neuroimaging Initiative (ADNI) (2015) [http://dx.doi.org/10.4306/pi.2015.12.1.125 Gene Interactions and Structural Brain Change in Early-Onset Alzheimer's Disease Subjects Using the Pipeline Environment]. Psychiatry Investigation, 12(1):125-135. DOI: 10.4306/pi.2015.12.1.125 |
<hr> | <hr> |
Revision as of 17:01, 30 July 2017
Contents
SOCR Events - INCF/IBRO 2017 Neuroscience Summer School
Logistics
- IBRO-APRC School on Neuroinformatics and Brain Connectivity Analysis 2017 Kuala Lumpur, Malaysia
- Dates: Sunday, August 06, 2017 09:00 PM -- Saturday, August 19, 2017 05:00 AM
- Location: Centre For Advanced And Professional Education (CAPE), Menara Kembar Bank Rakyat
- IBRO/INCF 2017 Summer School Trellis Forum (protected)
Prof. Dinov's lectures are listed below.
Aug 10, 2017 (Statistical Computing)
- Data Science and Predictive Analytics
- Motivation
- I. Foundations of R
- II. Data Management
- III. Visualization
- X. Black Box Machine-Learning Methods: Neural Networks and Support Vector Machines
- XVII. Regularized Linear Modeling and Controlled Variable Selection
- XIX. Text Mining and Natural Language Processing
- XX. Forecasting and Prediction with Statistical Cross-Validation
- XXII. Deep Learning and Neural Networks
- & Case-Studies
Aug 11, 2017 (High Throughput Processing of Big Neuroscience Data)
- Environment
- Pipeline Client GUI – data, modules and workflow objects
- Module definition and workflow construction
- workflows documentation
- Pipeline Workflow Library
- Pipeline workflow miner
- Case-studies
- Global Shape Analysis (GSA)
- Simple 3 cohort study of dementia
- /ifs/loni/ccb/collabs/2017/INCF_IBRO_SummerSchool
- GSA workflow (ADNI_11AD_11_MCI_11HC_CaseStudy_DM.csv)
- Global Shape Analysis (GSA)
- GSA Doc
- GSA Try-It-Now, Try-It Now server; Cranium -> LONI -> Global Shape Analysis - Two Groups (Complete) workflow
- Minimum deformation template (MDT)
- Tensor-Based Morphometry (TBM)
- PLINK Association
Aug 15-16, 2017 3rd Malaysia Telemedicine Conference (2017)
The theme of the 2017 Malaysia Telemedicine Conference is Healthcare for Tomorrow - The Disruptions Begins. Prof. Dinov's Keynote Presentation, Predictive Data Analytics, Tuesday, 15 August 2017 at 9.00-9.45 AM, Sunway Medical Centre, Hospital Pusat Perubatan Sunway, 5, Jalan Lagoon Selatan, Bandar Sunway, 47500 Petaling Jaya, Selangor
- Lecture notes (PDF)
- Outline
- Driving biomedical problems and motivational health challenges
- Neurodegeneration
- Pheno-Geno-Enviro
- Common Characteristics of Big (Biomedical and Health) Data
- Data science
- Predictive analytics
- Case-studies
- Tomorrow’s Healthcare: The Age of Disruptions
- Open Problems
- Future Healthcare Innovation & Delivery
- Driving biomedical problems and motivational health challenges
Aug 18, 2017 (Neuroimaging-genetics)
- Predictive Big Data Analytics (PBDA/PD)
- PLINK association workflow
- Pipeline bioinformatics and Genomics computing pipeline workflows
- Examples of published studies
- Moon, S., Dinov, ID, Kim, J, Zamanyan, A, Hobel, S, Thompson, PM, Toga, AW (2015) Structural Neuroimaging Genetics Interactions in Alzheimer's Disease. Journal of Alzheimer's Disease, 48(4):1051-63, doi: 10.3233/JAD-150335 (PMID: 26444770)
- Moon, SW, Dinov, ID, Hobel, S, Zamanyan, A, Choi, YC, Thompson, PM, Toga, AW and Alzheimer's Disease Neuroimaging Initiative (ADNI) (2015) Structural Brain Changes in Early-Onset Alzheimer's Disease Subjects Using the LONI Pipeline Environment. Journal of Neuroimaging, 25(5):728–737,. DOI: 10.1111/jon.12252
- Moon, SW, Dinov ID, Zamanyan, A, Shi, R, Genco, A, Hobel, S, Thompson, PM, Toga, AW and Alzheimer's Disease Neuroimaging Initiative (ADNI) (2015) Gene Interactions and Structural Brain Change in Early-Onset Alzheimer's Disease Subjects Using the Pipeline Environment. Psychiatry Investigation, 12(1):125-135. DOI: 10.4306/pi.2015.12.1.125
- SOCR Home page: http://www.socr.umich.edu
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