Machine Learning

Quantitative Immunohistochemistry: Adding new sight to a historic technique

Using microfluidic probe, IBM scientists perform microscale IHC on tissue sections with a gradient of incubation times for the primary antibody.

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Hypertaste: An AI-assisted e-tongue for fast and portable fingerprinting of complex liquids

For the rapid and mobile fingerprinting of beverages and other liquids less fit for ingestion, our team at IBM Research is currently developing Hypertaste, an electronic, AI-assisted tongue that draws inspiration from the way humans taste things.

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IBM Research AI Moves Machine Learning Forward at ICML 2019

At the 36th International Conference on Machine Learning (ICML 2019), June 10–15 in Long Beach, CA, IBM Research AI will present recent technical advances in machine learning for AI and data science. We’ve led the exploration and development of machine learning technologies for decades, and now we’re progressing the AI field through our portfolio of […]

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Deciphering Breast Cancer Heterogeneity Using Machine Learning

A comprehensive analysis of tumor ecosystems that represents an important step in research that may lead to precision medicine approaches to treat breast cancer.

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AI Holds Promise for Glaucoma, a Leading Global Cause of Blindness

IBM Research and New York University are using AI to analyze retina imaging data and help to assess the presence of glaucoma.

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How AI is Helping Sellers

SCORE is a tool designed to help sellers increase revenue, commissions, and profits by our business partners throughout the sales cycle.

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Researchers Put Machine Learning on Path to Quantum Advantage

There are high hopes that quantum computing’s tremendous processing power will someday unleash exponential advances in artificial intelligence.

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Using Machine Learning to Develop Blood Test For Key Alzheimer’s Biomarker

Alzheimer’s disease, a terminal neurodegenerative disease, has historically been diagnosed based on observing significant memory loss.

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Machine Learning in Action for the Humanitarian Sector

IBM and the Danish Refugee Council developed a machine learning system to help understand migration via strategic forecasts and scenario analysis.

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Understanding Parkinson’s Disease with Machine Learning and The Michael J. Fox Foundation

IBM’s collaboration with The Michael J. Fox Foundation aims to better understand Parkinson's disease (PD), a chronic, degenerative neurological disorder.

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Probabilistic Programming with Pyro in WML

In a previous post we explained how to write a probabilistic model using Edward and run it on the IBM Watson Machine Learning (WML) platform. In this post, we discuss the same example written in Pyro, a deep probabilistic programming language built on top of PyTorch. Deep probabilistic programming languages (DPPLs) such as Edward and […]

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Using AI to Create New Fragrances

Bringing Art and Science Together Skilled perfumers bring art and science together to design new fragrances, a talent that takes ten or more years to develop. Crafting a fragrance that leaves an impression is one of the most important components a consumer considers when forming a positive or negative opinion about everyday products like laundry […]

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