Data Science Office

PDT

Product Development Team (PDT)

Our aim is to bring clinically meaningful products to market.

We serve as the liaison between industry collaborators, machine learning scientists and clinical experts working together to improve patient care. Our interdisciplinary teams develop software products (e.g., SaMD) through industry sponsored co-development partnerships.

Why us?

We house end-to-end product development capabilities, including world-class clinical expertise, leading data science researchers and cutting-edge compute infrastructure.

Our collaborations utilize advanced data science-based approaches (e.g., machine learning, deep learning) in the development of diagnostic algorithms, predictive tools and solutions for hospital operations.

Offerings & Capabilities

Service offerings range from product ideation to SaMD development.

Product Design

Product Design & Market Fit

Product ideation

Clinical needs assessment

Definition of product features and performance metrics

Deployment considerations and workflow analysis

Preparation of initial quality documentation (e.g., User Needs Assessment, Design and Development Plan)

Data Curation

Data Curation & Labeling

Definition of inclusion and exclusion criteria for cohort selection

Dataset creation, including (but not limited to) EHR, imaging and waveform data elements

Data aggregation, curation and de-identification

Data annotation and QA

AI Product

AI Product Development & Model Refinement

Model training

Model verification / testing

Model containerization

Software engineering

GPU computing infrastructure

Quality Management System

Our mission is to develop innovative products and provide clinical research support, using effective and compliant solutions to optimize data quality and meet our customers’ needs.

We provide our customers with a service in accordance with a pre-defined scope of tasks, agreed costing structure, and proposed timeline.

We are committed to complying with the regulatory needs of customers and achieving customer satisfaction through the use and continual improvement of quality procedures as part of an ISO 9001:2015 Quality Management System.

Project Portfolio by Model Category

Project Portfolio by Model Category

Project Portfolio by Modality

Project Portfolio by Modality

Project Portfolio by Organ System / Condition

Project Portfolio by Organ System / Condition

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