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
Manage episode 324189096 series 1936276
Contenuto fornito da TGen Talks. Tutti i contenuti dei podcast, inclusi episodi, grafica e descrizioni dei podcast, vengono caricati e forniti direttamente da TGen Talks o dal partner della piattaforma podcast. Se ritieni che qualcuno stia utilizzando la tua opera protetta da copyright senza la tua autorizzazione, puoi seguire la procedura descritta qui https://it.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
81 episodi
Manage episode 324189096 series 1936276
Contenuto fornito da TGen Talks. Tutti i contenuti dei podcast, inclusi episodi, grafica e descrizioni dei podcast, vengono caricati e forniti direttamente da TGen Talks o dal partner della piattaforma podcast. Se ritieni che qualcuno stia utilizzando la tua opera protetta da copyright senza la tua autorizzazione, puoi seguire la procedura descritta qui https://it.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
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