Artificial Intelligence has suddenly gone from the fringes of science to being everywhere. So how did we get here? And where's this all heading? In this new series of Science Friction, we're finding out.
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Episode 47: Math Meets Cancer
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Manage episode 324189096 series 1936276
Content provided by TGen Talks. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by TGen Talks or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ro.player.fm/legal.
Applied mathematics dramatically advanced the field of finance in the 1970’s, where its application allowed for the modeling of financial markets by mathematicians highly skilled in quantitative analytics. Today, these highly sought-after mathematicians are making a name for themselves in the field of applied science as their skills are increasingly providing solutions in many areas of biomedical research. The genomic sequencing routinely employed by TGen in precision medicine platforms generates data on a massive scale. Applying mathematical modeling, statistical methods, and machine learning, to these complex datasets has the potential to transform longitudinal (i.e., the same patient sampled over time) genomics data into new predictive biomarkers of disease or response to treatment. In the latest edition of TGen Talks, Dr. Cristian Tomasetti discusses his mathematical grounding, how applied mathematics influences modern biology, his work at TGen and City of Hope, and the role of somatic mutations on cancer. All this and more in under 20 minutes.
…
continue reading
82 episoade
MP3•Pagina episodului
Manage episode 324189096 series 1936276
Content provided by TGen Talks. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by TGen Talks or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ro.player.fm/legal.
Applied mathematics dramatically advanced the field of finance in the 1970’s, where its application allowed for the modeling of financial markets by mathematicians highly skilled in quantitative analytics. Today, these highly sought-after mathematicians are making a name for themselves in the field of applied science as their skills are increasingly providing solutions in many areas of biomedical research. The genomic sequencing routinely employed by TGen in precision medicine platforms generates data on a massive scale. Applying mathematical modeling, statistical methods, and machine learning, to these complex datasets has the potential to transform longitudinal (i.e., the same patient sampled over time) genomics data into new predictive biomarkers of disease or response to treatment. In the latest edition of TGen Talks, Dr. Cristian Tomasetti discusses his mathematical grounding, how applied mathematics influences modern biology, his work at TGen and City of Hope, and the role of somatic mutations on cancer. All this and more in under 20 minutes.
…
continue reading
82 episoade
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