Difference between revisions of "Main Page"

From U-M Big Data Summer Institute Wiki
Jump to navigation Jump to search
 
(111 intermediate revisions by 2 users not shown)
Line 2: Line 2:
  
 
===Week 1 ===
 
===Week 1 ===
 +
*[[Media:2022_BDSI_Draft_Orientation_Schedule.pdf|2022 BDSI Orientation Schedule]]
  
−
[[Media:Al-Marzouki_s05.pdf|Al-Marzouki]] - The effect of scientific misconduct on the results of clinical trials: A Delphi survey\
+
====Responsible Conduct for Research in Science (RCRS) - Dr. Bhramar Mukherjee====
−
[[Media: Baggerlycoombes.pdf|Baggerly Coombes]] - Deriving  Chemosensitivity from cell lines: forensic bioinformatics and reproducible research in high-throughput biology\
+
*[https://drive.google.com/file/d/1uJxn0iUaAA_qRfn2CB5tPt7NpLPZi9SK/view?usp=sharing RCRS Slides]
−
[[Media: Benjaminisignificance.pdf|Benjamini]] - Redefine statistical significance\
+
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=6627a5d1-b57c-4338-a11a-aeba012b3492 Recording]
−
[[Media: Ethicalguidelines.pdf|Ethical guidelines]] - Ethical Guidelines for Statistical Practice article\
 
−
[[Media: Ethics_review.ppt|Ethics reviews]] - Ethical statistical practice review slides\
 
−
[[Media: Moving_to_a_World_Beyond_p_0_05.pdf|Moving to a World beyond]] - Moving to a World Beyond “p < 0.05”\
 
  
−
====On Being A Scientist: Responsible Conduct for Research in Science (RCRS) -- Dr. Bhramar Mukherjee====
+
====Cluster Computing - Dan Barker====
−
*[[Media:On_being_scientist_2009.pdf|On Being A Scientist Article]]
+
*[[Media:Introduction to Cluster Computing BDSI2022 (1).pdf|Cluster Computing Slides]]
−
*[[Media:On+Being+A+Scientist.pptx| Slides]]
+
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=e450567f-0720-4154-9624-aeba014a4f0d Recording]
−
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=6627a5d1-b57c-4338-a11a-aeba012b3492&start=0 Recording]
 
  
−
====Cluster Computing -- Dan Barker====
+
====Study Design and Inference - Dr. Rod Little====
−
*[Cluster Computing Slides]
+
*[[Media:Little2022_1_-intro_(1).pdf|Rod Little Slides Part I]]
−
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=e450567f-0720-4154-9624-aeba014a4f0d&start=0 Recording]
+
*[[Media:Little2022_2_sampling_(1).pdf|Rod Little Slides Part II]]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=c011d778-b801-4a7b-8f2d-aebb00d6e95a Recording]
  
−
====Study Design and Inference -- Dr. Rodrick Little====
+
====Parameter Estimation and Likelihood - Dr. Rodrick Little====
−
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=c011d778-b801-4a7b-8f2d-aebb00d6e95a&start=0 Recording]
+
*[[Media:Little2022_3_max_lik_(1).pdf|Rod Little Slides Part III]]
 +
*No recording available
  
−
====Observational Data, Bias -- Dr. Rodrick Little====
+
====Probability Review - Soumik Purkayastha====
−
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=3d3fdabc-9342-4b93-816a-aebb00f4096f&start=0 Recording]
+
*[https://rpubs.com/soumikp/bdsi2022ProbSlides Probability Slides]
 +
*[https://rpubs.com/soumikp/bdsi2022ProbHandout Probability Handout]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=57e7a634-7808-4225-980a-aebb0120c3c3 Recording]
  
−
====Probability Review -- Soumik Purkayastha====
+
====Observational Data and Bias - Dr. Rod Little====
−
*[https://rpubs.com/soumikp/bdsi2022ProbSlides Slides]
+
*[[Media:Little2022_4_clin_trials1.pdf|Rod Little Slides Part IV]]
−
*[https://rpubs.com/soumikp/bdsi2022ProbHandout Handout]
+
*[[Media:Little2022_5_clin_trials2.pdf|Rod Little Slides Part V]]
−
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=57e7a634-7808-4225-980a-aebb0120c3c3&start=0 Recording]
+
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=3d3fdabc-9342-4b93-816a-aebb00f4096f Recording]
  
−
====Parameter Estimation & Likelihood -- Dr. Rodrick Little====
+
====Causal Inference - Dr. Walter Dempsey====
 +
*[[Media:Causal_Inference.pdf|Causal Inference Slides]]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=a1f612be-5d90-4b2c-b3cc-aebc00f3f0e3 Recording]
  
−
====Causal Inference -- Dr. Walter Dempsey====
+
====Linear Regression Review - Soumik Purkayastha====  
−
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=a1f612be-5d90-4b2c-b3cc-aebc00f3f0e3&start=0 Recording]
+
*[https://rpubs.com/soumikp/bdsi2022LinRegSlides Linear Regression Slides]
 +
*[https://rpubs.com/soumikp/bdsi2022LinRegHandout Linear Regression Handout]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=e3e64bb4-6c5a-4b7e-98ec-aebc01208962 Recording]
  
−
====Linear Regression Review -- Soumik Purkayastha====  
+
====Data Wrangling in R - Mike Kleinsasser====
−
*[https://rpubs.com/soumikp/bdsi2022LinRegSlides Slides]
+
*[https://docs.google.com/presentation/d/1eNU4EEVW79xB5rgLYid8sHfhAZqI0g5i/edit?usp=sharing&ouid=112329502399458344806&rtpof=true&sd=true dplyr Slides]
−
*[https://rpubs.com/soumikp/bdsi2022LinRegHandout Handout]
+
*No recording available
−
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=e3e64bb4-6c5a-4b7e-98ec-aebc01208962&start=0 Recording]
 
  
−
====Data Wrangling in R -- Mike Kleinsasser====
+
====Linear Algebra Review - Rupam Bhattacharyya====
−
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=27294f7f-ebf9-4c06-8073-aebd00d69bec&start=0 Recording Part I]
+
*[[Media:Linear_Algebra.pptx|Linear Algebra Slides]]
−
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=0bad8584-8404-4110-927a-aebd00f3b8ca&start=0 Recording Part II]
+
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=1e37e945-7634-45a2-aba6-aebd01212e07 Recording]
  
−
====Linear Algebra Review -- Rupam Bhattacharyya====
+
====Visualizing Data in R with ggplot2 - Dr. Erin Hodgess====
−
  -[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=1e37e945-7634-45a2-aba6-aebd01212e07&start=0 Recording]
+
*[https://drive.google.com/file/d/1h3gwW_x849_mwTgIPWSwiQ9pnPvGEHQV/view?usp=sharing ggplot2 Slides]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=869f0b21-7a67-4091-84b8-aebe00d6c22e Recording]
  
−
====Visualizing Data in R with ggplot2 -- Erin Hodgess====
+
====Journey Lecture - Dr. Jeremy Taylor====
 +
*[https://docs.google.com/presentation/d/1u2JVFlTe7ncV3otmAxNTs2Zdlw_gEOmx/edit?usp=sharing&ouid=112329502399458344806&rtpof=true&sd=true Journey Lecture Slides]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=3e2002cd-e019-4b6e-a645-aebe01151648 Recording]
  
−
====Journey Lecture -- Dr. Jeremy Taylor====
+
=== Week 2 ===
−
  -[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=3e2002cd-e019-4b6e-a645-aebe01151648&start=0 Recording]
+
 
 +
====Python Parts I & II - Dr. Fred Feng====
 +
*[http://umich.edu/~fredfeng/bdsi Python (All Parts) Slides]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=f3164ddb-0da1-4312-9ec9-aec100d71dc2 Recording Part I]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=667bef44-8771-429a-a537-aec100ef1217 Recording Part II]
 +
 
 +
====Generalized Linear Models Review - Jon Boss====
 +
*[[Media:BDSI_2022_Generalized_Linear_Models.pdf|Generalized Linear Models Slides]]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=0fb339ed-5f8b-4f8f-b0da-aec10121401b Recording]
 +
 
 +
====Python Parts III & IV - Dr. Fred Feng====
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=a4485364-d9cd-47d0-89fb-aec200d77613 Recording]
 +
 
 +
====Logistic Regression Review - Elizabeth Chase====
 +
*[[Media:Logistic_Regression.pdf|Logistic Regression Slides]]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=f4b04698-9a89-4d9f-848f-aec20120e02c Recording]
 +
 
 +
====Machine Learning - Dr. Maggie Makar====
 +
*[https://docs.google.com/presentation/d/1LIWCe_4c1FJ3E3H2kFHDThyZwJfw9pix/edit?usp=sharing&ouid=112329502399458344806&rtpof=true&sd=true Machine Learning Slides]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=6c25df72-3a32-4414-9c37-aec300d5f1e6 Recording Part I]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=08be2c44-0b03-42b6-935c-aec300f4b4b0 Recording Part II]
 +
 
 +
====R Markdown - Dr. Phil Boonstra====
 +
*[http://websites.umich.edu/~philb/BDSI2022/RMarkdown.html R Markdown Slides]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=b96bd8e7-250a-43b3-859a-aec400d9a9f8 Recording]
 +
 
 +
====Prediction Analysis - Dr. Phil Boonstra====
 +
*[http://websites.umich.edu/~philb/BDSI2022/PredictionAssessment.html Prediction Analysis Slides]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=df0c1596-6644-4174-8af9-aec400f4096b Recording]
 +
 
 +
====Correlated Data Review - Irena Chen====
 +
*[[Media:Correlated_Data.pdf|Correlated Data Slides]]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=fb6b0e6a-6899-44d2-a7f3-aec401217728 Recording]
 +
 
 +
====Unsupervised Learning and Clustering - Dr. Somayeh Molaei====
 +
*[https://drive.google.com/file/d/1hT7pV6ReaVx8CcitbALKAZvRyliJDzW_/view?usp=sharing Unsupervised Learning and Clustering Slides]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=cc2d6521-5ee5-4e02-8a52-aec500da4039 Recording]
 +
 
 +
====Journey Lecture - Dr. Jean Morrison====
 +
*[https://drive.google.com/file/d/1jY7awLMHaiBlH8qpTVg4XzP9PF6-Rgp9/view?usp=sharing Journey Lecture Slides]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=b0b2e261-4055-436c-b378-aec5011742c6 Recording]
 +
 
 +
=== Week 3 ===
 +
 
 +
====Data Mining - Dr. Somayeh Molaei====
 +
*[https://drive.google.com/file/d/1zLHY0GvJNTgZOMWoVwM_Z7FUbGONua_u/view?usp=sharing Data Mining Slides]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=647f3499-7df4-4e94-84d4-aec900d5d684 Recording]
 +
 
 +
====Scientific Writing - Dr. Brett Griffiths====
 +
*[https://docs.google.com/presentation/d/1ch6rskrvGveqOE4YyFqgM5W5WNL2LreOpKc2H0BS7JA/edit?usp=sharing Scientific Writing Slides]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=ae9b280f-8fc7-4f2f-95f2-aeca00d8a2ff&start=0 Recording]
 +
 
 +
====Pick Me! - Dr. Brett Griffiths====
 +
*[[Media:Pick_Me-BDSI-Writing_Statements.pdf|Pick Me Slides]]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=e5820878-4cee-481c-ac29-aeca00f4f50d&start=0 Recording]
 +
 
 +
====Model Selection - Yichen Si====
 +
*[https://drive.google.com/file/d/1zhehEVAf0LI2K1qSpRqC_1rvGRTtgJyK/view?usp=sharing Model Selection Slides]
 +
*No recording available
 +
 
 +
====Data Visualization Workshop - Diamond Buchanan====
 +
*[[Media:Intro_to_Data_Visualizations.pdf|Data Visualization Slides]]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=4f22144f-7fcd-4fb6-b5f1-aecc00d6fe4c Recording]
 +
 
 +
====Health Data Science Concentration Presentation - Dr. Hui Jiang====
 +
*[[Media:MS_in_HDS_intro_2022.pdf|HDS Slides]]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=f81b047b-f7a2-4354-b5a6-aecc00f34ea8 Recording]
 +
 
 +
====Journey Lecture - Pedro Orozco del Pino====
 +
*[https://drive.google.com/file/d/1CgXb1VfuX4arm-EjIAD2DQJ1ny-c2XMs/view?usp=sharing Journey Lecture Slides]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=e0b218e7-a5e3-45fe-9f5c-aecc0119a170 Recording]
 +
 
 +
===Week 4===
 +
 
 +
====Genetics and Genomics - Dr. Jean Morrison====
 +
*[https://drive.google.com/file/d/1HuAm3svXgXaWAr8cOL6nJf_GgQyL3whh/view?usp=sharing Genomics Slides]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=c0fcfeee-07f0-40d7-867a-aecf00d6de72 Recording]
 +
 
 +
====Spatial Epidemiology - Dr. Jon Zelner====
 +
*[https://jzelner.github.io/document-garden/talks/no_equal_opportunity_infectors_bdsi.html Spatial Epidemiology Slides]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=2bcbbfdc-5e98-4b03-aaf2-aecf00f3b4b7 Recording]
 +
 
 +
====Intro to Bayes - Dr. William Wen====
 +
*[[Media:Bayes_Part_I.pdf|Bayes Part I Slides]]
 +
*[[Media:Bayes_Part_II.pdf|Bayes Part II Slides]]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=00ce531f-3276-4a2b-b6fb-aed000d6ef01 Recording]
 +
 
 +
====Stroke Disparities - Dr. Lynda Lisabeth====
 +
*[https://drive.google.com/file/d/1476fHcWYQlDb8OzUj7qS05m9P6Oqsyqq/view?usp=sharing Stroke Disparities Slides]
 +
*No recording available
 +
 
 +
====Personalized Medicine - Dr. Lars Fritsche====
 +
*[https://drive.google.com/file/d/1GyzPnFjR4ukn3BuO1F-8tFxV0EAgtMP4/view?usp=sharing Personalized Medicine Slides]
 +
*No recording available
 +
 
 +
====Missing Data - Dr. Peisong Han====
 +
*[[Media:Missing_Data.pdf|Missing Data Slides]]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=35b70db9-3293-4b3e-999d-aed200d6cead Recording]
 +
 
 +
====Bioinformatics and Epidemiology Career Roundtable - Dr. Maureen Sartor====
 +
*[https://drive.google.com/file/d/1dssLq_Iegb4Lwl8VV_Nf17nNd0PJYb_8/view?usp=sharing Roundtable Slides]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=28c4bdbc-4247-4b4d-a3db-aed300d89455&start=0 Recording]
 +
 
 +
====Human Centered Computing - Dr. Nikola Banovic====
 +
*[https://drive.google.com/file/d/156K4OPb7wRZpNw8XS4r1Pf1n0m9KrEII/view?usp=sharing Human Centered Computing Slides]
 +
*No recording available
 +
 
 +
====Journey Lecture - Dr. Michael Boehnke====
 +
*[https://drive.google.com/file/d/1Ss27NVqrjuadSDsxpq2JsVb_eWzpFflw/view?usp=sharing Journey Lecture Slides]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=4161626c-3efc-488a-9e7d-aed101107637 Recording]
 +
 
 +
===Week 5===
 +
 
 +
====Deep Learning - Dr. Jian Kang====
 +
*[https://drive.google.com/file/d/172mDY4lYw2977dYXLSk3TBLriO28hdIx/view?usp=sharing Deep Learning Slides]
 +
*No recording available
 +
 
 +
====Optimization - Dr. Jian Kang====
 +
*[https://drive.google.com/file/d/1220rIIHZmr8xgeJoSV09rwjqy6yevfsL/view?usp=sharing Optimization Slides]
 +
*No recording available
 +
 
 +
====Natural Language Processing - Dr. Karandeep Singh====
 +
*[https://drive.google.com/file/d/1AcBfVyoswmBNVW8_CsWZ0O_YTzF02fKP/view?usp=sharing Natural Language Processing Slides]
 +
*No recording available
 +
 
 +
====Radiation Oncology - Dr. Arvind Rao====
 +
*[https://drive.google.com/file/d/1nkCYTAzHISOX5fuMZNWgw2TB08WnsrQF/view?usp=sharing Radiation Oncology Slides]
 +
*No recording available
 +
 
 +
====Clinical Trials - Dr. Kelley Kidwell====
 +
*[https://drive.google.com/file/d/1LjOVMzZmOHFTkb9AifQxZKLUzHlP9xzW/view?usp=sharing Clinical Trials Slides]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=21c86a41-eb5b-48d1-b72f-aed800f3b78b&start=0 Recording]
 +
 
 +
====Electronic Health Records - Dr. Sachin Kheterpal====
 +
*[https://drive.google.com/file/d/1B96F597VXQaM9PzHZr3C2QjZSME18NYO/view?usp=sharing EHR Slides]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=baedb4f2-c7d6-44a2-ac97-aed900d767ec&start=0 Recording]
  
−
=== Week 2 ===
+
====Precision Health for Diverse Populations - Dr. Jennifer Smith====
 +
*[https://drive.google.com/file/d/18WQP15MjrbEj7NaF2EpJewEyFnyGN1-b/view?usp=sharing PH in Diverse Populations Slides]
 +
*No recording available
 +
 
 +
====Better, Not Just Bigger, Data Analytics - Dr. Brahmajee Nallamothu====
 +
*[https://drive.google.com/file/d/1gHWd2W1xxvaXT05bkQda1hikcVmHA8kp/view?usp=sharing Better, Not Just Bigger, Data Analytics Slides]
 +
*No recording available
 +
 
 +
====Machine Learning in Policy - Dr. Rahul Ladhania====
 +
*[https://drive.google.com/file/d/19yBk1bH4307fHaihFK11DGZKTh3LrKxk/view?usp=sharing Machine Learning in Policy Slides]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=6097589c-2937-4b1f-98fb-aeda00f40ac1&start=0 Recording]
 +
 
 +
====Journey Lecture - Dr. Snigdha Panigrahi====
 +
*[[Media:Snigdha_Panigrahi.pdf|Journey Lecture Slides]]
 +
*No recording available
  
−
* Python Parts I & II -- Dr. Fred Feng
+
===Week 6===
−
  -[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=f3164ddb-0da1-4312-9ec9-aec100d71dc2&start=0 Recording Part I]
 
−
  -[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=667bef44-8771-429a-a537-aec100ef1217&start=0 Recording Part II]
 
  
−
* Generalized Linear Models Review -- Jon Boss
+
====Preparing for Graduate School - Dr. Kelley Kidwell====
−
  -[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=0fb339ed-5f8b-4f8f-b0da-aec10121401b&start=0 Recording]
+
*[https://drive.google.com/file/d/1hGFqtmYUYTYTfTEh0W9UDHqlml-ehNYd/view?usp=sharing Preparing for Graduate School Slides]
 +
*[https://sph.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=92f1db86-be8b-4290-a197-aedd00d6fe1a&start=0 Recording]
  
−
* Python Parts III & IV -- Dr. Fred Feng
+
====Bayesian Precision Health - Dr. Veera Baladandayuthapani====
 +
*[https://docs.google.com/presentation/d/1HChD4zOVAYKEIWokWfFKMtwVcKn5Bh4b/edit?usp=sharing&ouid=112329502399458344806&rtpof=true&sd=true Bayesian Precision Health Slides]
 +
*No recording available
  
−
* Logistic Regression Review -- Elizabeth Chase
+
====Microaggressions Workshop - Dr. Yatesha Robinson====
 +
*[[Media:BDSI_Microaggressions_Summer_2022.pdf|Microaggressions Workshop Slides]]
 +
*No recording available
  
−
* Machine Learning -- Dr. Maggie Makar
+
====CVs and Resumes Workshop - Krystle Forbes====
 +
*[https://drive.google.com/file/d/1tQLRfpXLx1Td7AgoQTLTpaFX1Nfp_wkY/view?usp=sharing Stand Out Resume Slides]
 +
*No recording available
  
−
* R Markdown -- Dr. Phil Boonstra
+
== Research Symposium ==
 +
*[[Media:2022_BDSI_Symposium_Flyer.pdf|2022 BDSI Symposium Flyer]]
 +
*[https://drive.google.com/file/d/1H8fDzDq3sg81QFg_1gbNRif4ABwroq5c/view?usp=sharing 2022 BDSI Symposium Program]
  
−
* Prediction Analysis -- Dr. Phil Boonstra
+
====Research Group Presentations====
 +
*[https://drive.google.com/file/d/1q8-oOSf5RC6IVlrw8hmoA6sqEOVhwt26/view?usp=sharing Genomics Presentation]
 +
*[https://drive.google.com/file/d/1WFnnfnZf1SE6jhusPSZXjwI3Y9oQhKZP/view?usp=sharing Data Mining Presentation]
 +
*[https://drive.google.com/file/d/11PQBBgHynrUVU6t4lRmmIRRNkQ8CjMoK/view?usp=sharing Infectious Disease Presentation]
 +
*[https://drive.google.com/file/d/1telTxDSWXeUcNHnLmxIec8hH8NVzUcI-/view?usp=sharing Machine Learning Presentation]
  
−
* Correlated Data Models -- Irena Chen
+
*[https://umich.zoom.us/rec/share/sjJ7kYQCiSaAFvb8ML6ScbuEn4M5wLkhrNghxvsTFlQmyXWgrZq57ziv0lZp_nNM.tNYofrguteA_OTrK Presentation Recording]
  
−
* Unsupervised Learning & Clustering -- Dr. Somayeh Molaei
+
====Research Group Posters====
 +
Genomics
 +
*[https://drive.google.com/file/d/1mcl9VfMBUdoBTatWmzJm7JzvCE17e2dq/view?usp=sharing Associations Between Disease Variants and Differential Methylation Among Ancestry Group]
 +
*[https://drive.google.com/file/d/1QtE-SaPzOfnJfCbnlvBxEgtlX0K4IMPa/view?usp=sharing Applications of Spatially Resolved Transcriptomics to the Mouse Hippocampus]
 +
Data Mining
 +
*[https://drive.google.com/file/d/1grKhUnJyeXr9F06yN-iIZDCJ_0LHoaiZ/view?usp=sharing Investigations of Influenza Vaccine Uptake Towards the Beginning of the COVID-19 Pandemic]
 +
*[https://drive.google.com/file/d/16_FhlUsHMOxJNY0t-MvfIqjA5RNBFk08/view?usp=sharing Changing Sexually Transmitted Infection Rates and Case Deficits]
 +
Infectious Disease
 +
*[https://drive.google.com/file/d/1zkTiQZraC0dLfuiVMc5VTJL_19uWqokg/view?usp=sharing Compartmental Modeling of SARS-CoV-2 in Brazil]
 +
*[https://drive.google.com/file/d/1FdvPrnKVGNVhym7DR5znr5jmxlOY3Lpp/view?usp=sharing Modeling SARS-CoV-2 in Mexico]
 +
*[https://drive.google.com/file/d/1o14aNwjjFlyDq1sSMi9Sdd2m87rC6Vxb/view?usp=sharing Modeling SARS-CoV-2 Data in Israel]
 +
Machine Learning
 +
*[https://drive.google.com/file/d/1sGSW-cXhn9zfNmoqsHXWeLAKamIewEmS/view?usp=sharing Using TensorBoard to Visualize Tumor Segmentation Data]
 +
*[https://drive.google.com/file/d/1u7p80p9wioKv7w-vi5NZZV1hiKUVRtvd/view?usp=sharing Local Interpretable Model-Agnostic Explanations for Medical Image Segmentation]
 +
*[https://drive.google.com/file/d/1NF5KD1tu9xs2Io8QrByfwDX1LwQhB7Va/view?usp=sharing Quantifying Uncertainty in a Tumor Segmentation Model]
  
−
* Journey Lecture -- Dr. Jean Morrison
+
== Professional Development Day ==
 +
*[https://drive.google.com/file/d/1VIgbj_5x4od6veneIigkf8PCFfJgcOh_/view?usp=sharing 2022 BDSI Professional Development Day Program]
 +
*[https://drive.google.com/file/d/1_lkTbX2oMGhaunYV-TYSABYx36mrCTPw/view?usp=sharing Biostatistics Admissions Panel]
 +
*[https://docs.google.com/presentation/d/1dijiZhdfoFsh8-UqMKRoLRZ78hY3BQ_i/edit?usp=sharing&ouid=112329502399458344806&rtpof=true&sd=true Dr. Bhramar Mukherjee's Journey Lecture]

Latest revision as of 16:15, 4 August 2022

Contents

2022 Lectures

Week 1

Responsible Conduct for Research in Science (RCRS) - Dr. Bhramar Mukherjee

Cluster Computing - Dan Barker

Study Design and Inference - Dr. Rod Little

Parameter Estimation and Likelihood - Dr. Rodrick Little

Probability Review - Soumik Purkayastha

Observational Data and Bias - Dr. Rod Little

Causal Inference - Dr. Walter Dempsey

Linear Regression Review - Soumik Purkayastha

Data Wrangling in R - Mike Kleinsasser

Linear Algebra Review - Rupam Bhattacharyya

Visualizing Data in R with ggplot2 - Dr. Erin Hodgess

Journey Lecture - Dr. Jeremy Taylor

Week 2

Python Parts I & II - Dr. Fred Feng

Generalized Linear Models Review - Jon Boss

Python Parts III & IV - Dr. Fred Feng

Logistic Regression Review - Elizabeth Chase

Machine Learning - Dr. Maggie Makar

R Markdown - Dr. Phil Boonstra

Prediction Analysis - Dr. Phil Boonstra

Correlated Data Review - Irena Chen

Unsupervised Learning and Clustering - Dr. Somayeh Molaei

Journey Lecture - Dr. Jean Morrison

Week 3

Data Mining - Dr. Somayeh Molaei

Scientific Writing - Dr. Brett Griffiths

Pick Me! - Dr. Brett Griffiths

Model Selection - Yichen Si

Data Visualization Workshop - Diamond Buchanan

Health Data Science Concentration Presentation - Dr. Hui Jiang

Journey Lecture - Pedro Orozco del Pino

Week 4

Genetics and Genomics - Dr. Jean Morrison

Spatial Epidemiology - Dr. Jon Zelner

Intro to Bayes - Dr. William Wen

Stroke Disparities - Dr. Lynda Lisabeth

Personalized Medicine - Dr. Lars Fritsche

Missing Data - Dr. Peisong Han

Bioinformatics and Epidemiology Career Roundtable - Dr. Maureen Sartor

Human Centered Computing - Dr. Nikola Banovic

Journey Lecture - Dr. Michael Boehnke

Week 5

Deep Learning - Dr. Jian Kang

Optimization - Dr. Jian Kang

Natural Language Processing - Dr. Karandeep Singh

Radiation Oncology - Dr. Arvind Rao

Clinical Trials - Dr. Kelley Kidwell

Electronic Health Records - Dr. Sachin Kheterpal

Precision Health for Diverse Populations - Dr. Jennifer Smith

Better, Not Just Bigger, Data Analytics - Dr. Brahmajee Nallamothu

Machine Learning in Policy - Dr. Rahul Ladhania

Journey Lecture - Dr. Snigdha Panigrahi

Week 6

Preparing for Graduate School - Dr. Kelley Kidwell

Bayesian Precision Health - Dr. Veera Baladandayuthapani

Microaggressions Workshop - Dr. Yatesha Robinson

CVs and Resumes Workshop - Krystle Forbes

Research Symposium

Research Group Presentations

Research Group Posters

Genomics

Data Mining

Infectious Disease

Machine Learning

Professional Development Day

Retrieved from "http://bigdatasummerinst.sph.umich.edu/wiki2022/index.php?title=Main_Page&oldid=164"