How Data Products Could Transform Cancer Care

Embed Size (px)

Citation preview

  • 8/20/2019 How Data Products Could Transform Cancer Care

    1/43

    Data&

    Ari Caroline

    Chief Analytics Officer

    Discovery

  • 8/20/2019 How Data Products Could Transform Cancer Care

    2/43

    Machine learningis defining the

    technology industry

  • 8/20/2019 How Data Products Could Transform Cancer Care

    3/43

    Search Translate

  • 8/20/2019 How Data Products Could Transform Cancer Care

    4/43

    Facial Recognition

  • 8/20/2019 How Data Products Could Transform Cancer Care

    5/43

  • 8/20/2019 How Data Products Could Transform Cancer Care

    6/43

    We’re in theknowledge business, to

  • 8/20/2019 How Data Products Could Transform Cancer Care

    7/43

    Genomics

    Phenotypic dataPatient-generated dat

  • 8/20/2019 How Data Products Could Transform Cancer Care

    8/43

    Machine

    Learning

  • 8/20/2019 How Data Products Could Transform Cancer Care

    9/43

  • 8/20/2019 How Data Products Could Transform Cancer Care

    10/43

    Deep Learning

  • 8/20/2019 How Data Products Could Transform Cancer Care

    11/43

  • 8/20/2019 How Data Products Could Transform Cancer Care

    12/43

  • 8/20/2019 How Data Products Could Transform Cancer Care

    13/43

  • 8/20/2019 How Data Products Could Transform Cancer Care

    14/43

  • 8/20/2019 How Data Products Could Transform Cancer Care

    15/43

    Machine

    Learning

    DataExpertise

    Algorithms

  • 8/20/2019 How Data Products Could Transform Cancer Care

    16/43

    Machine

    Learning

    Data

    Expertise

    Algorithms

  • 8/20/2019 How Data Products Could Transform Cancer Care

    17/43

    DataMSK

    Structured

    Databases

    Unstruct

    Images |

  • 8/20/2019 How Data Products Could Transform Cancer Care

    18/43

    ExpertiseMSK

  • 8/20/2019 How Data Products Could Transform Cancer Care

    19/43

    Data Science at MSK

    Operations

    Center forMolecularOncology

    ComputationalBiology

    Medical

    Physics:Computational

    Pathology

    StrategyAnalytics

    IS Data ScienceData

    Products

  • 8/20/2019 How Data Products Could Transform Cancer Care

    20/43

    IS Data ScienceCenter forMolecularOncolgy

    ComputationalBiology

    MedicalPhysics:

    ComputationalPathology

    StrategyAnalytics

    DataProducts

    DataScienceat MSK

  • 8/20/2019 How Data Products Could Transform Cancer Care

    21/43

    IMPRESSION & PLAN

    an AGE-year-old wo

    history of smoking n

    recently-diagnosed

    small cell lung aden

    malignant pleural ethis visit, we discuss

    disease and role of

    systemic chemothe

    in incurable. I sugge

    undergo a biopsy of

    lung mass to obtain

    EGFR mutational te

    a candidate for targ

    TeGenomicsData

    Science

    at MSK

  • 8/20/2019 How Data Products Could Transform Cancer Care

    22/43

    DataScienceat MSK

    ComputatioPathology

    Outside par(Radiology d

  • 8/20/2019 How Data Products Could Transform Cancer Care

    23/43

    DataScienceData

    Products

  • 8/20/2019 How Data Products Could Transform Cancer Care

    24/43

    Clinical Trials

  • 8/20/2019 How Data Products Could Transform Cancer Care

    25/43

    Challenge:

    Drs. Baselga and Sabbatini

    Feb

    2014

  • 8/20/2019 How Data Products Could Transform Cancer Care

    26/43

    Collaboration, user research

    with physicians

    Feb

    2014

    Aug

  • 8/20/2019 How Data Products Could Transform Cancer Care

    27/43

    Knowledge Engine presentatio

    to Dr. Baselga

    Feb

    2014

    Aug Nov

  • 8/20/2019 How Data Products Could Transform Cancer Care

    28/43

    Feb

    2014

    Aug Nov

    Beta released

    Feb

    2015

  • 8/20/2019 How Data Products Could Transform Cancer Care

    29/43

    Refining and reframing

    AprilFeb

    2014

    Aug Feb

    2015

    Nov

  • 8/20/2019 How Data Products Could Transform Cancer Care

    30/43

    Phased launch

    Feb

    2014

    Aug Feb

    2015

    AprilNov

  • 8/20/2019 How Data Products Could Transform Cancer Care

    31/43

    MSK DiscoveS N E A K P E E K

  • 8/20/2019 How Data Products Could Transform Cancer Care

    32/43

  • 8/20/2019 How Data Products Could Transform Cancer Care

    33/43

  • 8/20/2019 How Data Products Could Transform Cancer Care

    34/43

  • 8/20/2019 How Data Products Could Transform Cancer Care

    35/43

  • 8/20/2019 How Data Products Could Transform Cancer Care

    36/43

  • 8/20/2019 How Data Products Could Transform Cancer Care

    37/43

  • 8/20/2019 How Data Products Could Transform Cancer Care

    38/43

  • 8/20/2019 How Data Products Could Transform Cancer Care

    39/43

  • 8/20/2019 How Data Products Could Transform Cancer Care

    40/43

  • 8/20/2019 How Data Products Could Transform Cancer Care

    41/43

  • 8/20/2019 How Data Products Could Transform Cancer Care

    42/43

    Q U E S T I O N S

  • 8/20/2019 How Data Products Could Transform Cancer Care

    43/43

    !"#$"%&'()**+,$"-+*

    Strategy & Innovation