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How to Overcome Practical Challenges for AI in Healthcare

Snorkel Flow is an end-to-end ML platform that focuses on a new programmatic approach to labeling, building, and managing data, enabling a new level of rapid, iterative … See more

Actived: 7 days ago

URL: https://snorkel.ai/ai-challenges-in-healthcare/

AI solutions for healthcare and hospitals Snorkel AI

WebINDUSTRIES; AI for banking – Personalize customer interactions, manage risk, and improve resource; AI for healthcare – Speed clinical trial success, improve patient outcomes, and …

Category:  Health Go Health

Snorkel AI Data-centric AI for the enterprise

WebINDUSTRIES; AI for banking – Personalize customer interactions, manage risk, and improve resource; AI for healthcare – Speed clinical trial success, improve patient outcomes, and …

Category:  Health Go Health

Stanford professor on data-centric AI for healthcare and medicine

WebDate: May 18, 2023. James Zou, assistant professor at Stanford University, gave a presentation entitled “Responsible Data-Centric AI for Healthcare and Medicine” at …

Category:  Medicine Go Health

Accelerating AI in healthcare Snorkel AI

WebINDUSTRIES; AI for banking – Personalize customer interactions, manage risk, and improve resource; AI for healthcare – Speed clinical trial success, improve …

Category:  Health Go Health

Augmenting the clinical trial design process with …

WebInformation extraction data-centric pipeline. Below is an image of the data-centric pipeline that we built to accomplish this: This is a complex multi-step pipeline that …

Category:  Health Go Health

How AI speeds patient classification and recruitment in clinical trials

WebThe medical industry is exploding with data. The increasing universality of electronic health records (EHRs), the maturity of genomic data science, and the growing …

Category:  Medical Go Health

Former U.S. Chief Data Scientist on past and future of data science

WebBy: Snorkel Team. Date: September 12, 2023. Former U.S. Chief Data Scientist DJ Patil recently sat down with Alex Ratner, Co-Founder and CEO of Snorkel …

Category:  Health Go Health

How AI-powered claims processing creates new efficiencies in …

WebINDUSTRIES; AI for banking – Personalize customer interactions, manage risk, and improve resource; AI for healthcare – Speed clinical trial success, improve …

Category:  Health Go Health

GenAI most impactful tech of the decade Gartner AI Hype Cycle

WebDate: July 24, 2023. Generative AI is at peak hype and poised to dive into the “trough of despair,” according to the 2023 Gartner® Hype Cycle™ for Artificial Intelligence, while …

Category:  Health Go Health

AI in cybersecurity an introduction and case studies Snorkel AI

WebAI in cybersecurity case study: Fortune 500 telco uses Snorkel Flow to classify encrypted network data flows. A globally-recognized Fortune 500 telecom …

Category:  Health Go Health

McKinsey QuantumBlack on automating data quality remediation …

WebDate: June 22, 2023. Jacomo Corbo is a Partner and Chief Scientist, and Bryan Richardson is an Associate Partner and Senior Data Scientist, for QuantumBlack AI by McKinsey. …

Category:  Health Go Health

How to fine-tune large language models for enterprise use cases

WebINDUSTRIES; AI for banking – Personalize customer interactions, manage risk, and improve resource; AI for healthcare – Speed clinical trial success, improve …

Category:  Health Go Health

AI solutions for telecom companies Snorkel AI

WebINDUSTRIES; AI for banking – Personalize customer interactions, manage risk, and improve resource; AI for healthcare – Speed clinical trial success, improve patient outcomes, and …

Category:  Health Go Health

Snorkel Flow for enterprise

WebINDUSTRIES; AI for banking – Personalize customer interactions, manage risk, and improve resource; AI for healthcare – Speed clinical trial success, improve patient outcomes, and …

Category:  Health Go Health

Using few-shot learning language models as weak supervision

WebUtilizing large language models as zero-shot and few-shot learners with Snorkel for better quality and more flexibility. Large language models (LLMs) such as …

Category:  Health Go Health

Computer Vision Snorkel AI

WebINDUSTRIES; AI for banking – Personalize customer interactions, manage risk, and improve resource; AI for healthcare – Speed clinical trial success, improve patient outcomes, and …

Category:  Health Go Health

Data labeling: a practical guide (2023) Snorkel AI

WebData labeling: a practical guide (2023) Data labeling remains a core requirement for any organization looking to use machine learning to solve tangible …

Category:  Health Go Health

Design Principles for Iteratively Building AI Applications

WebA classification operator might take as input an email (i.e., a dataframe with `email` and `body`) and output a prediction. In addition to providing flexible interfaces for …

Category:  Health Go Health

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