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Biomedical data integration with Zainab Doctor (nference)

Biomedical data integration with Zainab Doctor (nference)

Update: 2020-11-24

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Natural language processing has long yielded exciting predictions from word-based knowledge. Through my conversation with Zainab Doctor, Translational Science Head of nference, I chat about how we can now use text as a lens into the biomedical world, as well as the ability to integrate diverse data types to synthesize knowledge of all scales and yield clinically actionable insights.

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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Biomedical data integration with Zainab Doctor (nference)

Biomedical data integration with Zainab Doctor (nference)

Anika Gupta