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Molecular diagnostics and classifiers with Ava Soleimany (Harvard/MIT)

Molecular diagnostics and classifiers with Ava Soleimany (Harvard/MIT)

Update: 2020-10-13

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Molecular diagnostics are emerging as a precise way to detect diseases early on in prognosis. In today's episode, I chat with Harvard+MIT PhD Student Ava Soleimany on the role of data science in activity-based molecular diagnostics for early cancer detection and how the confluence of classification techniques with feature representation of cancer biomarkers can enable non-invasive, early detection.

Check out the glossary of terms, definitions, and resources (and get a sneak peak of the future conversations lined up!) here: bit.ly/datapulse-glossary

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In Channel

Season 1 Wrap-up

Season 1 Wrap-up

2020-12-2301:23

Design for inference and massively parallel single cell -omics with Aviv Regev (Broad Institute -> Genentech)

Design for inference and massively parallel single cell -omics with Aviv Regev (Broad Institute -> Genentech)

2020-12-2348:46

Diagnosing the undiagnosed and combining international health records with Isaac Kohane

Diagnosing the undiagnosed and combining international health records with Isaac Kohane

2020-12-2231:02

Digital diagnostics + therapies for autism with Dennis Wall (Stanford)

Digital diagnostics + therapies for autism with Dennis Wall (Stanford)

2020-12-1528:25

Single cell-based drug discovery with Greg Ryslik (Celsius Therapeutics)

Single cell-based drug discovery with Greg Ryslik (Celsius Therapeutics)

2020-12-0823:25

Clinical trials and longitudinal studies with Manisha Desai (Stanford University)

Clinical trials and longitudinal studies with Manisha Desai (Stanford University)

2020-12-0132:11

Biomedical data integration with Zainab Doctor (nference)

Biomedical data integration with Zainab Doctor (nference)

2020-11-2428:15

Biologics and active learning in ML with Peyton Greenside (BigHat Biosciences)

Biologics and active learning in ML with Peyton Greenside (BigHat Biosciences)

2020-11-1725:34

Protective mutations with Vyas Ramanan (Third Rock Ventures, Maze Therapeutics)

Protective mutations with Vyas Ramanan (Third Rock Ventures, Maze Therapeutics)

2020-11-1028:16

Systematizing drug development with Ankit Gupta (Reverie Labs)

Systematizing drug development with Ankit Gupta (Reverie Labs)

2020-11-0331:31

Prescription digital therapeutics with Corey McCann (Pear Therapeutics)

Prescription digital therapeutics with Corey McCann (Pear Therapeutics)

2020-10-2726:48

Using social media to infer health with computational epidemiologist Elaine Nsoesie (Boston University)

Using social media to infer health with computational epidemiologist Elaine Nsoesie (Boston University)

2020-10-2028:44

Molecular diagnostics and classifiers with Ava Soleimany (Harvard/MIT)

Molecular diagnostics and classifiers with Ava Soleimany (Harvard/MIT)

2020-10-1329:11

Linking the environment and public health through data with Francesca Dominici (Harvard)

Linking the environment and public health through data with Francesca Dominici (Harvard)

2020-10-0630:54

Partially automated pathology diagnoses with Andy Beck (PathAI)

Partially automated pathology diagnoses with Andy Beck (PathAI)

2020-09-2927:58

Precision medicine with Gaurav Singal (Foundation Medicine)

Precision medicine with Gaurav Singal (Foundation Medicine)

2020-09-2227:17

Machine-guided gene therapy design with Dyno therapeutics

Machine-guided gene therapy design with Dyno therapeutics

2020-09-1523:51

Radiology diagnostics & antibiotic development with Kyle Swanson (Marshall Scholar @ Cambridge University)

Radiology diagnostics & antibiotic development with Kyle Swanson (Marshall Scholar @ Cambridge University)

2020-09-0828:27

Bias in machine learning for healthcare with Marzyeh Ghassemi (University of Toronto)

Bias in machine learning for healthcare with Marzyeh Ghassemi (University of Toronto)

2020-09-0128:44

Deep clinical annotation & hybrid startups with Vineeta Agarwala (Andreessen Horowitz + Stanford)

Deep clinical annotation & hybrid startups with Vineeta Agarwala (Andreessen Horowitz + Stanford)

2020-08-2528:25

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Molecular diagnostics and classifiers with Ava Soleimany (Harvard/MIT)

Molecular diagnostics and classifiers with Ava Soleimany (Harvard/MIT)

Anika Gupta