Deep learning accurately stains digital biopsy slides

Pathologists who examined the computationally stained images could not tell them apart from traditionally stained slides.

Becky Ham | MIT Media Lab • mit
May 22, 2020 ~8 min

Tags: media-lab machine-learning medicine software cancer algorithms school-of-architecture-and-planning research computer-science-and-technology

Machine-learning tool could help develop tougher materials

Engineers develop a rapid screening system to test fracture resistance in billions of potential materials.

David L. Chandler | MIT News Office • mit
May 20, 2020 ~7 min

Tags: research biomaterials civil-and-environmental-engineering materials-science-and-engineering artificial-intelligence machine-learning school-of-engineering

Neural networks facilitate optimization in the search for new materials

Sorting through millions of possibilities, a search for battery materials delivered results in five weeks instead of 50 years.

David L. Chandler | MIT News Office • mit
March 26, 2020 ~8 min

Tags: research machine-learning batteries metals chemical-engineering school-of-engineering artificial-intelligence materials-science-and-engineering department-of-energy-doe defense-advanced-research-projects-agency-darpa

“Inactive” pill ingredients could raise the dose of your medication

With help from artificial intelligence, researchers identify hidden power of vitamin A and ordinary chewing gum glaze.

Kim Martineau | MIT Quest for Intelligence • mit
March 17, 2020 ~8 min

Tags: quest-for-intelligence mechanical-engineering koch-institute mit-ibm-watson-ai-lab research pharmaceuticals disease machine-learning artificial-intelligence algorithms medicine health-care school-of-engineering

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