Search for tag: "center for health analytics and informatics (chai)"

13 Media

Alaa Aljiffry - Big Data in Pediatric Cardiac ICU duration 56 minutes 29 seconds Alaa Aljiffry - Big Data in Pediatric Cardiac ICU Alaa Aljiffry - Big Data in Pediatric Cardiac ICU	Alaa Aljiffry - Big Data in Pediatric Cardiac ICU chai seminar series +4 More From Katie Gentilello 17 plays 0 name Alaa Aljiffry Date February 27th, 2020
Joyce Ho - Automation of Evidence Matching and… duration 1 hour 8 minutes Joyce Ho - Automation of Evidence Matching and… Joyce Ho - Automation of Evidence Matching and Systemic Reviews Using Web-Based Medical Literature	Joyce Ho - Automation of Evidence Matching and Systemic Reviews Using Web-Based Medical Literature Mining biomedical text can be useful for validating new disease subgroups or summarizing information to guide policies and decision making. Yet, existing work predominately focuses on efficient… chai seminar series +4 More From Katie Gentilello 6 plays 0 name Joyce Ho Date February 25th, 2020
Rachel Patzer - Epidemiology & Population… duration 1 hour 9 minutes Rachel Patzer - Epidemiology & Population… Rachel Patzer - Epidemiology & Population Health	Rachel Patzer - Epidemiology & Population Health This talk will discuss the principles of epidemiologic thinking and a foundation for population health sciences. Basic epidemiologic concepts including how best to answer a scientific question,… center for health analytics and informatics (chai) +4 More From Katie Gentilello 14 plays 0 name Rachel Patzer Date April 18th, 2019
Oded Green - Scalable Graph Analytics on GPU… duration 59 minutes 25 seconds Oded Green - Scalable Graph Analytics on GPU… Oded Green - Scalable Graph Analytics on GPU Accelerators	Oded Green - Scalable Graph Analytics on GPU Accelerators Sparse data computations are ubiquitous in science and engineering. Two widely used applications requiring sparse data computations are graph algorithms and linear algebra operations such as Sparse… chai seminar series +4 More From Katie Gentilello 5 plays 0 name Oded Green Date April 16th, 2019
Joyce Ho - Building “Healthier”… duration 1 hour 12 minutes Joyce Ho - Building “Healthier”… Joyce Ho - Building “Healthier” Tensor Models: A Case Study on learning computational phenotypes from EHRs	Joyce Ho - Building “Healthier” Tensor Models: A Case Study on learning computational phenotypes from EHRs center for health analytics and informatics (chai) +4 More From Katie Gentilello 18 plays 0 name Joyce Ho Date March 14th, 2019
Cao (Danica) Xiao - Deep Learning for Healthcare:… duration 1 hour 7 minutes Cao (Danica) Xiao - Deep Learning for Healthcare:… Cao (Danica) Xiao - Deep Learning for Healthcare: Opportunities, Innovations, and Challenges	Cao (Danica) Xiao - Deep Learning for Healthcare: Opportunities, Innovations, and Challenges The massive generation and collection of digitized health data, e.g. electronic health records (EHRs), along with these notable, longstanding healthcare deficiencies including diagnostic errors and… chai seminar series +4 More From Katie Gentilello 201 plays 0 name Cao (Danica) Xiao Date January 24th, 2019
CSE 6250 04-19-2018 - Buzz Stewart duration 1 hour 7 minutes CSE 6250 04-19-2018 - Buzz Stewart CSE 6250 04-19-2018 - Buzz Stewart	CSE 6250 04-19-2018 - Buzz Stewart By driving the digitization of healthcare data, the 2009 HITECH Act set the stage for business and business practice transformation. Today, the amount of healthcare data doubles every two years and… chai seminar series +3 More From Desmond J Gardfrey 37 plays 0 name Walter (Buzz) Stewart Date April 19th, 2018
CSE 6250 Lecture - S. Joshua Swamidass,… duration 55 minutes 33 seconds CSE 6250 Lecture - S. Joshua Swamidass,… CSE 6250 Lecture - S. Joshua Swamidass, Washington University	CSE 6250 Lecture - S. Joshua Swamidass, Washington University Many medicines become toxic only after bioactivation by metabolizing enzymes. Often, metabolic enzymes transformed them into chemically reactive species, which subsequently conjugate to proteins and… center for health analytics and informatics (chai) +3 More From Desmond J Gardfrey 22 plays 0 name S. Joshua Swamidass Date April 12th, 2018
Big Data in Behavioral Medicine - James M. Rehg duration 49 minutes 56 seconds Big Data in Behavioral Medicine - James M. Rehg Big Data in Behavioral Medicine - James M. Rehg	Big Data in Behavioral Medicine - James M. Rehg The explosion of health-related data in the form of electronic health records and genomics has captured the attention of both the machine learning and medical informatics communities. In his talk,… chai seminar series +4 More From Katie Gentilello 427 plays 0 name James M. Rehg Date March 6th, 2018
Machine Learning from Irregularly-Sampled… duration 59 minutes 18 seconds Machine Learning from Irregularly-Sampled… Machine Learning from Irregularly-Sampled Temporal Data: A Case Study in Predicting Across Most Diseases in Electronic Health Records - David Page	Machine Learning from Irregularly-Sampled Temporal Data: A Case Study in Predicting Across Most Diseases in Electronic Health Records - David Page Much of the world’s real data on people is irregularly-sampled, temporal, and observational (meaning we don’t get to experiment as in a randomized clinical trial). For example,… chai seminar series +3 More From Desmond J Gardfrey 275 plays 0 name David Page Date February 27th, 2018
Unsupervised Phenotyping using Tensor… duration 1 hour 11 minutes Unsupervised Phenotyping using Tensor… Unsupervised Phenotyping using Tensor Factorization - Ioakeim Perros	Unsupervised Phenotyping using Tensor Factorization - Ioakeim Perros How can we distill multiple aspects of raw and noisy electronic health record data, such as diagnoses, medications and procedures, to a few concise clinical states without human-annotated labels? In… chai seminar series +3 More From Desmond J Gardfrey 163 plays 0 name Ioakeim Perros Date February 20th, 2018
Precision Medicine at Georgia Tech: Introduction… duration 1 hour 2 minutes Precision Medicine at Georgia Tech: Introduction… Precision Medicine at Georgia Tech: Introduction to the Health Data Analytics Platform - Jon Duke	Precision Medicine at Georgia Tech: Introduction to the Health Data Analytics Platform - Jon Duke Conducting health research is complex, from accessing health data to running analytics to building interoperable applications. The Georgia Tech Health Data Analytics Platform (HDAP) is designed to… center for health analytics and informatics (chai) +4 More From Katie Gentilello 310 plays 0 name Jon Duke Date February 6th, 2018
Predicting Hospital Readmissions Among Kidney… duration 1 hour 2 minutes Predicting Hospital Readmissions Among Kidney… Predicting Hospital Readmissions Among Kidney Transplant Recipients - Rachel Patzer	Predicting Hospital Readmissions Among Kidney Transplant Recipients - Rachel Patzer More than half of kidney transplant recipients are rehospitalized in the year after kidney transplantation, placing a large burden on the hospital system and placing patients at higher risk for poor… chai seminar series +3 More From ADMIN 161 plays 0 name Rachel Patzer Date February 13th, 2018