Dec 30, 2022 In Healthcare
Extracting value from siloed healthcare data using federated learning with Azure Machine Learning
Sensitive information such as healthcare data is often siloed within health organization boundaries. This has posed a challenge to machine learning models used by the health and life sciences industry that require data for training purposes. To improve patient care and accelerate health industry progression, the Microsoft Health & Life…
Dec 2, 2022 In Technology
How PyTorch is bringing the power of AI to computers and smartphones
Many of the experiences people enjoy on Facebook and Instagram are powered by artificial intelligence (AI). A number of them, like Assistant, Avatars, and AR effects, cannot be powered by server-side AI due to latency, network bandwidth, and other constraints. Running AI on-device —that is, directly on a phone, tablet,…
Nov 17, 2022 In Research
IBM Research: Bringing massive AI models to any cloud
The field of AI is in the middle of a revolution. In recent years, AI models have made images, songs, or even websites out of simple text prompts. These types of models with billions of parameters, called foundation models, can with little fine-tuning be repurposed from one task to another,…
Oct 25, 2022 In Medical
Run inference at scale for OpenFold, a PyTorch-based protein folding ML model, using Amazon EKS
In drug discovery, understanding the 3D structure of proteins is key to assessing the ability of a drug to bind to it, directly impacting its efficacy. Predicting the 3D protein form, however, is very complex, challenging, expensive, and time consuming, and can take years when using traditional methods such as…
Oct 4, 2022 In Medical
Optimize Protein Folding Costs with OpenFold on AWS Batch
Knowing the physical structure of proteins is an important part of the drug discovery process. Machine learning (ML) algorithms like AlphaFold v2.0 significantly reduce the cost and time needed to generate usable protein structures. These projects have also inspired development of AI-driven workflows for de novo protein design and protein-ligand…
Jun 28, 2022 In Healthcare
Crayon boosts speed, accuracy of healthcare auditing process using Azure Machine Learning and PyTorch
Healthcare providers need to be able to verify that they’re maintaining the highest operating safety and efficacy standards. Those standards are set by a national accreditation organization whose surveyors, often healthcare professionals themselves, regularly visit facilities and document situations that might need to be corrected or brought back in line…
May 25, 2022 In Autonomous Driving
Wayve’s AV2.0 builds a brighter future with Azure Machine Learning and PyTorch
Wayve wants to accelerate and scale autonomous vehicle (AV) development by using vision-based machine learning for rapid prototyping and quick iteration. So, it developed a platform that uses the open-source machine learning framework PyTorch with Microsoft Azure Machine Learning to gather, manage, and process millions of hours of driving data…
May 12, 2022 In Medical
Ambient Clinical Intelligence: Generating Medical Reports with PyTorch
Complete and accurate clinical documentation is an essential tool for tracking patient care. It allows for treatment plans to be shared among care teams to aid in continuity of care and ensures a transparent and effective process for reimbursement.
Mar 16, 2022 In Technology
Bentley Systems creates breakthrough framework, drastically speeds up AI development with Azure Machine Learning
Software innovator Bentley Systems offers a broad portfolio of solutions to help the organizations that design, build, and operate the world’s infrastructure assets. The company uses machine learning in its flagship product to read disparate paper-based asset data and transform it into consolidated digital data. To speed up and formalize…
Mar 14, 2022 In Finance
Solliance makes headlines with cryptocurrency news analysis platform powered by Azure Machine Learning, PyTorch
Solliance delivers cutting-edge solutions that fill gaps across a wide variety of industries. Through its recent collaboration with Baseline, Solliance revolutionizes the cryptocurrency trading experience, extracting news insights from more than 150,000 global sources in near real time. To manage Baseline workloads, Solliance brought Microsoft Azure Machine Learning and PyTorch…