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=== Week 6 ===
 
=== Week 6 ===
 
*Data Integration and Precision Medicine - Dr. Veera Baladandayuthapani
 
*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
 
*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
 
*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
 
*Better, Not Just Bigger Data Analytics - Dr. Brahmajee Nallamothu
 
*Scientific Writing - Dr. Brett Griffiths
 
*Scientific Writing - Dr. Brett Griffiths
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=== Week 7 ===
 
=== Week 7 ===
 
*Clinical Trials - Dr. Kelley Kidwell
 
*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
 
*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
 
*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]
  
=== Week 8 ===
+
=== 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 ==
 
== Journey Lectures ==
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*Week 5: Dr. Sharon Kardia
 
*Week 5: Dr. Sharon Kardia
 
*Week 6: Dr. Dubois Bowman
 
*Week 6: Dr. Dubois Bowman
*Week 7: Dr. Jeremy Taylor
+
*[https://umich.zoom.us/rec/share/t-VrNSdpNAXHPEnspphj44Mk2ATT6P3SXGJcfKlQmabjjMLDcI-9Zry9_XI-hYcG.iUYlDFQe4qS9SpTj Week 7: Dr. Jeremy Taylor]
 
*Week 8: Dr. Bhramar Mukherjee
 
*Week 8: Dr. Bhramar Mukherjee
  
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*[https://drive.google.com/file/d/0B2ht_TCS6xC-cDVJNUtIcjRjcFE/view?usp=sharing Imaging]
 
*[https://drive.google.com/file/d/0B2ht_TCS6xC-cDVJNUtIcjRjcFE/view?usp=sharing Imaging]
 
'''2019 Symposium Group Posters'''
 
'''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'''
 
'''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-Zm5RWHByeWdUd2M/view?usp=sharing A Time-to-Event Analysis of Heart Failure via Electronic Health Records]
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== Additional Resources ==
 
== Additional Resources ==
*[https://drive.google.com/file/d/1euvXLuarxsaKAOlw5wWvjIvy7fAVeBlq/view?usp=sharing Daily Schedule]
+
*[https://umich.box.com/s/brc7jul1n4rxayw28e8vf9fq7qhz7ln2 Master Schedule]
 
*[https://docs.google.com/document/d/1EQUaW0zLTSxaHQM82u9NO5dNeE5Rp_Vdr02uQTXxy3c/edit?usp=sharing Social Events Schedule]
 
*[https://docs.google.com/document/d/1EQUaW0zLTSxaHQM82u9NO5dNeE5Rp_Vdr02uQTXxy3c/edit?usp=sharing Social Events Schedule]

Latest revision as of 11:44, 30 July 2021

Welcome to the U-M Big Data Summer Institute 2021 Wiki!

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
    -Part 1, Part 1 Slides
    -Part 2, Part 2 Slides
    -Part 3, Part 3 Slides
    -Part 4, Part 4 Slides
    -Part 5, Part 5 Slides
  • Linear Algebra - Lap Sum Chan
    -Recording
    -Linear Algebra Slides
  • Linear Regression - Fatema Shafie Khorassani
    -Recording
    -Linear Regression Slides
  • Probability - Rupam Bhattacharyya
    -Recording
    -Probability Slides
  • Data Wrangling in R with dplyr - Dr. Matthew Flickinger
    -Lecture Slides
  • Data Visualization in R with ggplot2 - Dr. Matthew Flickinger
    -Lecture Slides

Week 2

  • Machine Learning - Dr. Jenna Wiens
  • Data Mining - Jiong Zhu
  • Logistic Regression - Aubrey Annis
    -Recording
    -Logistic Regression Slides
  • Generalized Linear Models - Aubrey Annis
    -Recording
    -GLM Slides
  • R Markdown - Dr. Phil Boonstra
    -Synchronous Lecture Recording
    -R Markdown Slides
  • Python - Dr. Fred Feng
    -Synchronous Lecture Part I and II Recording
    -Synchronous Lecture Part III and IV Recording


Week 3

  • Assessment of Predictive Models - Dr. Phil Boonstra
    -Recording
  • Causal Inference - Dr. Walter Dempsey
  • Model Selection - Nicky Wakim
    -Recording
    -AUC/ROC Recording
    -Model Selection Slides
    -Annotated Model Selection Slides
  • Data Visualization Workshop
    -Synchronous Lecture Recording
    -Data Visualization Slides

Week 4

  • Introduction to Bayes - Dr. Xiaoquan William Wen
    -Intro to Bayes I Recording
    -Intro to Bayes II Recording
    -Intro to Bayes I Slides
    -Intro to Bayes II Slides
  • Missing Data - Dr. Peisong Han
  • Clustering - Fahad Kamran
    -Clustering I Recording
    -Clustering II Recording
    -Clustering I Slides
    -Clustering II Slides

Week 5

  • Social Networks - Dr. Eytan Adar
    -Recording
    -Social Network Slides
  • Electronic Health Records - Dr. Xu Shi
  • Genetics/Genomics - Dr. Jean Morrison
    -Recording
    -Genetics/Genomics Slides
  • Precision Health - Dr. Sachin Kheterpal
    -Recording

Week 6

  • Data Integration and Precision Medicine - Dr. Veera Baladandayuthapani
    -Recording
    -Bayesian Precision Medicine Slides
  • Health Disparities in Strokes - Dr. Lynda Lisabeth
    -Recording
    -Stroke Disparities Slides
  • Radiation Oncology - Dr. Arvind Rao
   -Recording
   -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
    -Recording
    -Clinical Trials Slides
  • Microaggressions Workshop - Dr. Yatesha Robinson
    -Recording
    -Microaggressions Slides
  • Preparing for Graduate School - Dr. Kelley Kidwell
    -Recording
    -Preparing for Graduate School Slides
  • CVs and Resumes - Krystle Forbes
    -Recording
    -CVs and Resumes Slides

Symposium

2021 Student Poster Presentations

Journey Lectures

Past BDSI Student Poster Presentations

2019 Student Poster Presentations

2018 Student Poster Presentations

2017 Student Poster Presentations

2019 Symposium Group Posters

2017 Symposium Group Posters

Additional Resources