Biomedical Data Science
Understand the complexity of genetic-sequencing, data analysis and use of artificial intelligence modelling.
Curriculum : Course Code - AT020
An introduction to genomics, genetic-sequencing, data analysis and to study biological problems such as cancer, neurodegenration, aging, obseity etc. This course will provide an overview of various databases, tools, algorithms that are state of the art. Studying DNA, RNA, miRNA, and protein from the same sample can lead to the multi-omic analysis and thereby provide the molecular basis of biological questions.
Advanced imaging is part of common clinical practice and wearable devices are collecting patient data in electronic format. All such collected data can help understand the causes leading to various diseases and thereby identify solutions.
Highlights
- What is Big Data and Data Science in Biomedical sciences
- What is DNA sequencing and what are omics technologies
- What are the free resources (web tools and databases)
- Algorithms and Data analysis
- How is image recognition and Artificial intelligence relevant to biomedical science
- How do you imply powerful computational and statistical methods in understanding biology and long standing questions?
- How can wearable devices revolutionize healthcare
- Digital image analysis & data mining
Resources
State of the art online web-tools and datasets with database access.
Career counselling about an increasingly wide range of available careers, including research(academic & Pharmaceutical company based), teaching, Medical practitioners to name a few.
Activities & Credits
Students learn to make high quality science posters & hone their presentation skills.
Learn to draft scientific write-ups with clear and convincing narratives.
Outstanding students also get opportunities for long-term projects with mentors.
Recent Student Projects in Bio Data Science
Hemophilia: Genetic Mutation
https://elioacademy.org/student/23/matthew-liang
Matthew Liang
(Troy High School)
Classic Hemophilia, also know as Hemophilia A, is a congenital, inherited, X-linked recessive disease caused by an F8 gene mutation located at Xq28, leading to a deficiency of clotting factor 8. This type of hemophilia is five times more common than Hemophilia B, affecting approximately 1 in every 5,000 babies born
Coronary Heart Disease
https://elioacademy.org/student/23/almari-rheeder
Almari Rheeder
(Beijing City International School)
Coronary heart disease is a disease in which fatty deposits made up of cholesterol and other cellular materials (plaque) accumulate inside the coronary arteries on the surface of the heart, leading to the narrowing of the arteries." (World Health Organization) It is the most common heart disease in the United States of America.
Possible Prenatal Genetic Risk Screening for Schizophrenia
https://elioacademy.org/student/24/keira-brown
Fortis Keira Brown
(Los Alamos High School)
We explore the potential of using genetic testing to predict the risk of developing schizophrenia before birth. Schizophrenia is a complex mental disorder marked by symptoms like delusions and hallucinations, with its onset typically in late adolescence or early adulthood. The study focuses on the dopamine hypothesis, which links the disorder to dopamine dysfunction caused by mutations in genes.
Familial Mediterranean Fever
https://elioacademy.org/student/23/alicia-boubrit
Alicia Boubrit
(Walnut Hills High School)
Familial Mediterranean Fever, is one of the rarest inherited diseases to have spread throughout the Mediterranean area, specifically in the Middle East. It is an autoinflammatory genetic disorder that directly attacks the innate immune system by inhibiting any means for the immune system to protect itself. FMF is caused by a mutation in the gene MEFV, which codes for the protein pyrin.
