Podcasts · Data Science With Sam
EP 8: Implementation of AI in scientific research
· 29 min · Episode 8
Episode EP 8: Implementation of AI in scientific research
This coffee chat session features a research scholar from academia who shared his perspectives and experience on how AI/ML plays a crucial role in scientific research in conjunction with the applicability of deep learning in profiling 🧬 expression analysis and other studies in molecular biology field. Guest speaker: Lukas Simon, PhD from Baylor College of Medicine http://linkedin.com/in/lukas-simon-01... Reading materials: If you are interested to know more about Lukas’s research work then please take a look at his publications related to implementation of deep learning to single-cell RNA sequencing data: 1. Autoencoders - https://pubmed.ncbi.nlm.nih.gov/30674... 2.Triplet neural networks - https://www.nature.com/articles/s4225... 3.Positive-unlabeled learning - https://pubmed.ncbi.nlm.nih.gov/34430...
Links in the notes 7
- https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqbWtGMFZyWkE2c0o3aFJndUU5eUlycjE5RVJTd3xBQ3Jtc0tuTzNOT29uLUdoNWRxdGt5MFhBWUVBTTlDNmJRZEUzZEhBMHJzV0ZPVlBqd2Z4RDlhcVRDM1NKTzk4MmRDR0FYdy1uQjMxT09wdjlGLXBWb196SXRlcDB0Y3pxNmRNbDd1N2I5VUR6QTdwVWdVS1RtQQ&q=http%3A%2F%2Flinkedin.com%2Fin%2Flukas-simon-016a9736&v=RrheYZM-Jc0
- https://pubmed.ncbi.nlm.nih.gov/30674
- https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqa3daNmgtZUdQR3NydVFmN28takxyODlLSWNPZ3xBQ3Jtc0trakRGX21tLWxERTl3alRJdVZzTFFGTkdPQ2p4V084aHoydThDeUFva05qaFAyUkZfLTdBZ1lUS0VtOEluSFVsN3p4dHE3ME85OGR0N2ZKb2gwbUswOVFFN2xxSmRIUTl5THNuUnB2UU5pdWJodVE5TQ&q=https%3A%2F%2Fpubmed.ncbi.nlm.nih.gov%2F30674886%2F&v=RrheYZM-Jc0
- https://www.nature.com/articles/s4225
- https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqbGlXX3lsQmVpOEJ4SUZxREJpUkxFanpsb01KUXxBQ3Jtc0trOUFXM21sMEhOS29FMUVzaXplaHlkc1dMcjRxQ2s0OEF0Yi1uX1R1S2VwTXhCM0JEaEN6SDBPeWZCUkVGRUp3bThhVnZJQ2FxUFlGWXJIRWxRV1FxWkZTdzZDQVhNdlpZVFpBSVBQaFY2bHBOdzJHOA&q=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs42256-021-00361-8&v=RrheYZM-Jc0
- https://pubmed.ncbi.nlm.nih.gov/34430
- https://www.youtube.com/redirect?event=video_description&redir_token=QUFFLUhqa1YzOE9ZdHFEWEVZY2hwOHBuSFhya3VQbU9UZ3xBQ3Jtc0tsdWpZM1NDN2VuRngydlo3NkFuWkQwNFYwU2NocFQ0d2ZpaEpiWFVzMFBkZklZUHhmUkhyZnhqWUx6RnE1Sk95UEFwb1VZVWU3ZzAtUW5IOF9tRUE0NUwzNldYYW05bzd5WGVhQmxnNHowNE9zTTFCbw&q=https%3A%2F%2Fpubmed.ncbi.nlm.nih.gov%2F34430929%2F&v=RrheYZM-Jc0
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