This page contains links to informational videos from the group and group member presentations.

September 2019 – Dr. Takis Benos

“Multi-modal Data Integration and Causal Inference in systems Medicine”

Dr. Takis Benos presented at the University of Utah, Pathology Grand Rounds, Salt Lake City, Utah. 
Time: 45:00 (real talk duration).

Takis Benos

December 2019 – Dr. Vineet Raghu

Instructional video on how to run CausalMGM on the web from Takis’ group and collaborators.

[UPDATED VERSION] This video, which is narrated by Benos’ Lab Alumnus, Dr. Vineet Raghu, explains step by step how to use our newest web server ( for causal analysis.  The paper describing the server is here.  Time: 7:47.

Video Image

March 2019 – Dr. TAKIS BENOS

Introduction to Analytical Approaches for Systems Biology and Bioinformatics“

Video from Takis’ visit at the University of Montpellier. Takis taught a course: “Introduction to Analytical Approaches for Systems Biology and Bioinformatics. “  The visit was supported by the Fulbright Scholar Program.  This is a news announcement video. 
Time: 2:18.

Photo of Dr. Benos

August 2017 – Dr. Vineet K. Raghu

“Companion of strategies for scalable causal discovery of latent variable models from mixed data”

Vineet Raghu, Ph.D., presented at the 2017 SIGKDD Workshop on Causal Discovery, Halifax, Nova Scotia, Canada.
Time: 21:41.

Photo of Dr. Benos's Presentation

February 2017 – Dr. Takis Benos

“Data Integration and Causal Inference for Systems Medicine”

Takis Benos presented at UCLA, Cardiovascular Data Science Lecture Series, Los Angeles, California.
Time: 53:34.

Photo of Dr. Benos Presentation

October 2012 – Dr. Takis Benos

“The Importance of being microRNA. From disease markers and gene network regulators to therapeutic agents”

Takis Benos presented at NYU, CHIBI Lecture, New York, New York. Time: 1:08:41.

Photo of Dr. Benos