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      <id>95</id>
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      <timestamp>2021-07-30T15:44:56Z</timestamp>
      <contributor>
        <username>Jenna Bedrava</username>
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      <text xml:space="preserve" bytes="14659">&lt;strong&gt;Welcome to the U-M Big Data Summer Institute 2021 Wiki!&lt;/strong&gt;

== Electronic Health Records Group ==

== Machine Learning Group ==

== Imaging Group ==

== Data Mining Group ==

== Lectures ==

=== Week 1 ===
*Study Design and Inference, Observational Data and Bias, Parameter Estimation and Likelihood - Dr. Rod Little
     -[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=efafd309-2cb9-48fc-a99e-ad3b010b9c89 Part 1], [https://drive.google.com/file/d/1AE7nW6Kmui59KavVJaTU7-Ev-ig9lIUD/view?usp=sharing Part 1 Slides]
     -[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=a8ee18d3-99ba-4770-9b9e-ad3c00cc4c87 Part 2], [https://drive.google.com/file/d/1gjRlnpBhCmam2FW_04eOffOT6GtS4w5X/view?usp=sharing Part 2 Slides]
     -[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=50d382d1-6aff-4319-93b2-ad3d00de0738 Part 3], [https://drive.google.com/file/d/1Ln30UA1Cxz-8gTo_ct_gLbj1cF7twPP6/view?usp=sharing Part 3 Slides]
     -[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=dc895c8d-95b4-4b81-abfb-ad3d010d689a Part 4], [https://drive.google.com/file/d/1X7FDRWiU7LHT29pze3C511UVI933YsWc/view?usp=sharing Part 4 Slides]
     -[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=a2424e3d-04c4-416c-be36-ad3c0135711b Part 5], [https://drive.google.com/file/d/1Vx-N2fJepD6T4k0ikHOM3rtL59v1Xlgh/view?usp=sharing Part 5 Slides]
*Linear Algebra - Lap Sum Chan
     -[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=7806d705-2514-46f1-b81f-ad400031332d Recording]
     -[https://drive.google.com/file/d/1IgA_9t517HbMCgKxLw6AzjAVSiuKDJ0d/view?usp=sharing Linear Algebra Slides]
*Linear Regression - Fatema Shafie Khorassani
     -[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=dc21ce75-5612-424a-9741-ad4000d1a777 Recording]
     -[https://drive.google.com/file/d/1aDMqScdr0pMV1St9P9OICOGhng2CcWG0/view?usp=sharing Linear Regression Slides]
*Probability - Rupam Bhattacharyya
     -[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=f29a5ab0-4ff9-451c-b29e-ad400048d11b Recording]
     -[https://drive.google.com/file/d/1PdARH039qPiuogwpLGiqe5sszqP8IJeK/view?usp=sharing Probability Slides]
*Data Wrangling in R with dplyr - Dr. Matthew Flickinger
     -[https://drive.google.com/file/d/1GYFiN7wZqUEqRYol32AQstfxk7cCGzFN/view?usp=sharing Lecture Slides]
*Data Visualization in R with ggplot2 - Dr. Matthew Flickinger
     -[https://drive.google.com/file/d/13QaYCCxQraQj49Eu6K2QAXgMvnvAJR8L/view?usp=sharing Lecture Slides]
=== Week 2 ===
*Machine Learning - Dr. Jenna Wiens
*Data Mining - Jiong Zhu
*Logistic Regression - Aubrey Annis
     -[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=22560878-fe29-45ec-a08b-ad47010168ea Recording]
     -[https://drive.google.com/file/d/1u2isu1E788gPhDreCVPdBf7mWevu80wC/view?usp=sharing Logistic Regression Slides]
*Generalized Linear Models - Aubrey Annis
     -[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=a2260119-5c39-4569-b53b-ad470118e122 Recording]
     -[https://drive.google.com/file/d/1HtW4p5sLFG9djNP8_nh5Ee6KujTMT-oO/view?usp=sharing GLM Slides]
*R Markdown - Dr. Phil Boonstra
     -[https://umich.zoom.us/rec/share/-saqsr-kZv-y_FPBRZza9m5Qh4uHW_aym8eJyk3DRiLhjLSYutWe2Vsx4uP7yN1y.sYaQAUc99Y6BzAx8 Synchronous Lecture Recording]
     -[http://www-personal.umich.edu/~philb/BDSI2021/RMarkdown.html#1 R Markdown Slides]
*Python - Dr. Fred Feng
     -[https://umich.zoom.us/rec/share/mPa1K_5uEnqY90dS74dI_whe1muPKIZ4aCSSwJ-czAL_yIR1cRWHXIFlwLkJ1M2P.wEZQnaM-zLzpawBv Synchronous Lecture Part I and II Recording]
     -[https://umich.zoom.us/rec/share/iZSdgavpcLRGchD7_jp1UBvCZ7eSnWVVlMwL69SUpozQMkhcrW8man6mzyn50Q8._pnGqjzlDbtUMYTc Synchronous Lecture Part III and IV Recording]


=== Week 3 ===
*Assessment of Predictive Models - Dr. Phil Boonstra
     -[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=ddb75538-d5ab-416e-927a-ad4e00d1dcfd Recording]
*Causal Inference - Dr. Walter Dempsey
*Model Selection - Nicky Wakim
     -[https://umich.zoom.us/rec/share/kMgiz3jT24I-KEKC0PqpgTojLOvbwxY0v9NjEy1DYFpzVoSy8hXGoz5v3cmFFlMs._v8fupSuq--thOrl?startTime=1624281763000 Recording]
     -[https://umich.zoom.us/rec/share/e6ePx57cXVbsC922JQ-rH4u_d1L3f4vpZWrRZz9aZtYLqFzdMwfiQmraBquOFKxP.UKYC0J9wmGDfZZqs  AUC/ROC Recording]
     -[https://drive.google.com/file/d/1WLjtOyVhvgu-EC516RFk2f2hpMTlvnU-/view?usp=sharing Model Selection Slides]
     -[https://drive.google.com/file/d/1CNUqK_Kt6P6DT86YBf8fCzQQOc6tHRa9/view?usp=sharing Annotated Model Selection Slides]
*Data Visualization Workshop
     -[https://umich.zoom.us/rec/share/JosdQIFdd0g0NDX9_nl4BXOJjyQdjRmRCrh6U8CxHAjQJt5yIEP3RzvDSUJDHX-X._5OWxQeyEd9am7eT Synchronous Lecture Recording]
     -[https://drive.google.com/file/d/1cwYcKzBLZNcdlzAMBPmwFpxTFyygdgXR/view?usp=sharing Data Visualization Slides]
=== Week 4 ===
*Introduction to Bayes - Dr. Xiaoquan William Wen
     -[https://umich.zoom.us/rec/share/C-_aj44limQF_kwCY0qL9M5CZJv7Ywllq0bHUxUXGeDjbfjtjXbILrEMmECRUs8Y.Wfm-_602_Uk6M7K6 Intro to Bayes I Recording]
     -[https://umich.zoom.us/rec/share/hAjWxHyruhmMAYMCBwWK30Vm1-_TptxdDhDY71-7rZTWfbPLc1oHWVdCc331TQM2.DpCONHpCLpPEA1Uj Intro to Bayes II Recording]
     -[https://drive.google.com/file/d/1BF5jWmwwsoKhKNUzWtqskcwZYxG6rs8T/view?usp=sharing Intro to Bayes I Slides]
     -[https://drive.google.com/file/d/1XxKXn-ZLwGVg2_Oz3IN8UwZfaeYKaIJG/view?usp=sharing Intro to Bayes II Slides]
*Missing Data - Dr. Peisong Han
*Clustering - Fahad Kamran
     -[https://umich.zoom.us/rec/share/_WwhjJCULyM_MkP4bYXY19neSFsQNKZJdUd1iW6KF3_x3mYvTkwAKZTyDuFGb7Of.m-XMCko8ENNkOLzR Clustering I Recording]
     -[https://umich.zoom.us/rec/share/5bJdAvSc8cBYvfmuSQvUjIFRTeEJm4TgzXtc1YDEWxhZRbn_5fBLQRQEc2XD2s-i.-CAq2U5r0qhesbxa Clustering II Recording]
     -[https://drive.google.com/file/d/1ZIOMkz8Q1rg7OHElHvZVbvc-L1LWwYR_/view?usp=sharing Clustering I Slides]
     -[https://drive.google.com/file/d/1VTuyzt6KAt1IcXjVMIMVQmiqGv1dlbTa/view?usp=sharing Clustering II Slides]
=== Week 5 ===
*Social Networks - Dr. Eytan Adar
     -[https://umich.zoom.us/rec/share/a2PSTow8CBMT-jCd1uAjOR3vpwjzdxFVGjGJmow4-sSTXakliNXd8bq27AHaSGVM.AwOrudFoHjara4tL Recording]
     -[https://drive.google.com/file/d/113tq2q9EH9tBiuZHeLk1oOZ6bPXWrav0/view?usp=sharing Social Network Slides]
*Electronic Health Records - Dr. Xu Shi
*Genetics/Genomics - Dr. Jean Morrison
     -[https://umich.zoom.us/rec/share/s6D-ASKgu26M1CHQcH4nD2l7lT0s2gZA4Zcb3AbqSltU1QdljnDBtjSPXhVm3pr6.pJgGOtX5zWKS1Q0Y Recording]
     -[https://drive.google.com/file/d/1S_oPDj0TAORm0hvErcyFecPwSwaR-F_9/view?usp=sharing Genetics/Genomics Slides]
*Precision Health - Dr. Sachin Kheterpal
     -[https://umich.zoom.us/rec/share/mRz6marib-d6fhJKNwPGmzvht8c2vJuAMN3taH5ttN_nQXqEybFRto657sSbrGgt.6i7Yhm8e_5S82IRU Recording]

=== Week 6 ===
*Data Integration and Precision Medicine - Dr. Veera Baladandayuthapani
     -[https://umich.zoom.us/rec/share/kAaCkeWE-AcmqQ3A8wSEYmTLh16Ac5n5EZ84g_LJCq8FxFMrqdkP3MFUm8zNbmzI.xu70bqdFerecQ8wF Recording]
     -[https://umich.zoom.us/rec/share/LmCFefGUAulqT50i0hoVO74Btjqp6e5ypUTm-spUY5MGqDJjD7vaaZCkapVwCCF8.iA2SDdyVancAGK-I Bayesian Precision Medicine Slides]
*Health Disparities in Strokes - Dr. Lynda Lisabeth
     -[https://umich.zoom.us/rec/share/RQ9vlCzxoWEE6hpvLPz-vanDd0gO6ujGyzM7_aDDUO6dcP_pZOi6B1ARfXBiVlHj.GmmaIIbUAmu8--MG Recording]
     -[https://drive.google.com/file/d/1XbynY5LgEvVXZxuhOr-XHg-czxCbTvA6/view?usp=sharing Stroke Disparities Slides]
*Radiation Oncology - Dr. Arvind Rao
    -[https://umich.zoom.us/rec/share/Wwjj54gusawthzmdsDGSh2PQePUjiEpbxj0vE70BB3s23ctn_aJMXKiFUB6gO-tC.VC9J-kyESKs2iqv7 Recording]
    -[https://drive.google.com/file/d/1Qkdy9lAsL6ckm1ozfKLozuGUdvYnmXcT/view?usp=sharing Radiation Oncology Slides]
*Better, Not Just Bigger Data Analytics - Dr. Brahmajee Nallamothu
*Scientific Writing - Dr. Brett Griffiths
*Pick Me! - Dr. Brett Griffiths

=== Week 7 ===
*Clinical Trials - Dr. Kelley Kidwell
     -[https://umich.zoom.us/rec/share/GncgIvaaxWDEawBcYej-WYujm4jvNuuOANEiAyHxcMsl9n972qfCxZiaoYIwzdj1.oR855M-YO3bTFmYC Recording]
     -[https://drive.google.com/file/d/10srF-xs2i8hMzEaZ2ypobtNinBuFqGtc/view?usp=sharing Clinical Trials Slides]
*Microaggressions Workshop - Dr. Yatesha Robinson
     -[https://umich.zoom.us/rec/share/WlLorXoVboO17DIS8XULt6NuNDMWoMwQJJ1PsvslE-esY3_0OfsgSZrSr-r9xEQo.8Yjj8C5xKE8OYvtY Recording]
     -[https://drive.google.com/file/d/1ZmqU4Nmyb1xWA6q9KzkXRaOANlWCZdzt/view?usp=sharing Microaggressions Slides]
*Preparing for Graduate School - Dr. Kelley Kidwell
     -[https://umich.zoom.us/rec/share/lk9I9X8CG_XuaLADcKHoNwI6XJb7Iwc52RYEdF45tuyN4UzG7c124bRbsPCdED4D.n8vOye3bFJ2rtSth Recording]
     -[https://drive.google.com/file/d/1YAMvCna7XQJ4gtEGbGz_CzvwPZEgU84E/view?usp=sharing Preparing for Graduate School Slides]
*CVs and Resumes - Krystle Forbes
     -[https://umich.zoom.us/rec/share/VxOTekAs_-lHEqmmBcXfKHnffXtJmEkaeBxCuHMyvdmgYD_23fBfvRxM6SLx1ps.JJ9-oTpocEGCk5GV Recording]
     -[https://drive.google.com/file/d/1CvDy3bf9gNXQyshbe4dpuBDS_3Uxu0Uy/view?usp=sharing CVs and Resumes Slides]

=== Symposium ===
'''2021 Student Poster Presentations'''
*[https://drive.google.com/file/d/13jnaIPDLKqA2U8pyHcZv05Z78N-vlXQb/view?usp=sharing Data Mining]
*[https://drive.google.com/file/d/1BnJBplTRmJ0A2dsrVx6d6hmi25-sIldG/view?usp=sharing Machine Learning]
*[https://drive.google.com/file/d/1WERrG7d9MmVRMGifXZLbVkpQXFAFkhPV/view?usp=sharing Imaging]
*[https://drive.google.com/file/d/1SUnjN-02JcpnJ-nU2g8OGcT5Wl81qece/view?usp=sharing Electronic Health Records]

== Journey Lectures ==
*[https://umich.zoom.us/rec/share/CPsezT9MwML_4GQZrzQtxPkREjvRsy3nmLXPa7UY0H-F1DlFX-e0BOAn_wxYNV9e.DYVMTxkpQgqAQYx8 Week 1: Dr. Michael Boehnke]
*[https://umich.zoom.us/rec/share/r4GP37tr_DXFDoFBAl5fkw2gXJ3OZF1XEEReaDaVrgpgfm_3GljrWQJGyZ1obakM.Y7muB54ZivLZ3ZgG?startTime=1624032141000 Week 2: Dr. Mousumi Banerjee]
*Week 3: Dr. Lauren Beesley VanDervort
*[https://umich.zoom.us/rec/share/7sqWhjA4Rxi4QgztmgCINv6PFWdo89PHpZPqUjD8shDi9CT1FljLebTIXuExWEgv.SwGBiVbWcb_EU7fJ Week 4: Dr. Rod Little]
*Week 5: Dr. Sharon Kardia
*Week 6: Dr. Dubois Bowman
*[https://umich.zoom.us/rec/share/t-VrNSdpNAXHPEnspphj44Mk2ATT6P3SXGJcfKlQmabjjMLDcI-9Zry9_XI-hYcG.iUYlDFQe4qS9SpTj Week 7: Dr. Jeremy Taylor]
*Week 8: Dr. Bhramar Mukherjee

== Past BDSI Student Poster Presentations ==

'''2019 Student Poster Presentations'''
*[https://drive.google.com/file/d/15Ej_jv9WCY-V-2ri6LeuKRwKvmQHe0AM/view?usp=sharing Data Mining Presentation]
*[https://drive.google.com/file/d/18hEPGSqKYvifqEKzizZpRWadfXK7y-rR/view?usp=sharing Machine Learning Presentation]
*[https://drive.google.com/file/d/1cvssztV0MDeqJyiZOXH8PrszEj7Jm33-/view?usp=sharing Genomics Presentation]
'''2018 Student Poster Presentations'''
*[https://drive.google.com/file/d/1TGNqkCAV9eBJ_-zHbiU-yo3N4Aowm_HB/view?usp=sharing Imaging Group Presentation]
*[https://drive.google.com/file/d/1S01_WV6wfJ6BE2Op-01byw0WFUZadPjR/view?usp=sharing Machine Learning Group Presentation]
*[https://drive.google.com/file/d/1LlZgR4TAlyYaS88bQ6qgZncWFuS0lFuC/view?usp=sharing Genetics Group Presentation]
*[https://drive.google.com/file/d/1HqWZFGjHgIYOoqqlpQxc0qn9y7PTa4hD/view?usp=sharing Data Mining Presentation]
'''2017 Student Poster Presentations'''
*[https://drive.google.com/file/d/0B2ht_TCS6xC-WFNPZzd5TndqZ0U/view?usp=sharing Data Mining/ Machine Learning]
*[https://drive.google.com/file/d/0B2ht_TCS6xC-S2xrUFM0ZEI3dGM/view?usp=sharing Electronic Health Records (EHR)]
*[https://drive.google.com/file/d/0B2ht_TCS6xC-NEZ1YnQyVW0tREE/view?usp=sharing Genomics]
*[https://drive.google.com/file/d/0B2ht_TCS6xC-cDVJNUtIcjRjcFE/view?usp=sharing Imaging]
'''2019 Symposium Group Posters'''
*[https://drive.google.com/file/d/1IoB_Hn2xqw9JvCdYgzvN2EGZJwGVai-e/view?usp=sharing Evaluating the Uncertainty of Anti-Cancer Drug Classification Models]
*[https://drive.google.com/file/d/1nh_hxbgBKvwq79J3c4l64EM8ucyK_uGC/view?usp=sharing Polygenic Risk for Hypertension through the Lens of Population Genetics]
*[https://drive.google.com/file/d/1IPG_nfRA-OrgknOKuXSxsvBR3-lh1ToB/view?usp=sharing Quantitative Analysis of Polygenic Risk Score Prediction in the Genes for Good Cohort]
*[https://drive.google.com/file/d/10ozF7VvYQVFw5Kxvc3zkYv4cYHPNIbXD/view?usp=sharing Exploring the Robustness of Deep Learning Architectures]
*[https://drive.google.com/file/d/1LdjST9qDxHxPMDCaPZaSNTcrGcvomSPC/view?usp=sharing Survival Analysis of Glioblastoma Patients Through Tumor Tissue Deconvolution]
*[https://drive.google.com/file/d/1YN2sXv-FRjPMQDHizzVI5l9-Rpzrf44t/view?usp=sharing Examining the Effects of Cancer Cell Line Genetics on Drug Efficacy]
*[https://drive.google.com/file/d/1djaXxuwqzPrxhMJMF0rVOAb9y4GsW77i/view?usp=sharing Predicting Efficacy of Chemotherapies for Diverse Primary Tumors Using Cell Line Genetics and Tissue Type]
'''2017 Symposium Group Posters'''
*[https://drive.google.com/file/d/0B2ht_TCS6xC-Zm5RWHByeWdUd2M/view?usp=sharing A Time-to-Event Analysis of Heart Failure via Electronic Health Records]
*[https://drive.google.com/file/d/0B2ht_TCS6xC-UEIwRVNZaVJXRFk/view?usp=sharing Melanoma Detection by Classifying Skin Lesion Images]
*[https://drive.google.com/file/d/0B2ht_TCS6xC-VEk4RExSSkV3NGM/view?usp=sharing Classifying Skin Lesions Images Using Adaptive Boosting]
*[https://drive.google.com/file/d/0B2ht_TCS6xC-RDR1UmtsV3hFUVk/view?usp=sharing Machine Learning Classification of Skin Lesion Images]
*[https://drive.google.com/file/d/0B2ht_TCS6xC-YWs0alJGdTA3UE0/view?usp=sharing Genomics: Genome Storage and Assembly]
*[https://drive.google.com/file/d/0B2ht_TCS6xC-SU1KWFdPcWZzMEk/view?usp=sharing Predicting the Transcriptome from the Genome]
*[https://drive.google.com/file/d/0B2ht_TCS6xC-VGhDZlZZeHAyRDQ/view?usp=sharing Classification of Cell Types from Peripheral Mononuclear Blood Cells]
*[https://drive.google.com/file/d/0B2ht_TCS6xC-bzRTUTlQek9JRGM/view?usp=sharing EHR-Based Study of Long-Term Infectious Diseases]
*[https://drive.google.com/file/d/0B2ht_TCS6xC-VjRsZkJfalVNbVk/view?usp=sharing Visualizing Lab and Phenotype Associations Using PheWAS and Electronic Health Records]
*[https://drive.google.com/file/d/0B2ht_TCS6xC-NXJoemNibTFxZXc/view?usp=sharing Data Mining: Microenvironment Microarray Spot Based Approach for Cell Prediction]
*[https://drive.google.com/file/d/0B2ht_TCS6xC-VDdJQmtOZHR6RE0/view?usp=sharing Estimating Cell Growth with Machine Learning and Data Mining]

== Additional Resources ==
*[https://umich.box.com/s/brc7jul1n4rxayw28e8vf9fq7qhz7ln2 Master Schedule]
*[https://docs.google.com/document/d/1EQUaW0zLTSxaHQM82u9NO5dNeE5Rp_Vdr02uQTXxy3c/edit?usp=sharing Social Events Schedule]</text>
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