illustration of DNA strand and abstract shapes on a computer screen on a green gradient background

Medical, health, and genomics

Digital pathology helps decode tumor microenvironments for precision immunotherapy. GigaPath is a novel vision transformer that can scale to gigapixel whole-slide images by adapting dilated attention for digital pathology. In joint work with Providence and UW, we’re sharing Prov-GigaPath, the first whole-slide pathology foundation model pretrained on large-scale real-world data, for advancing clinical research and discovery.

GigaPath: Whole-Slide Foundation Model for Digital Pathology

Research Forum Ep2 | Panel | Transforming the Natural Sciences with AI

Research Forum 2 | Panel Discussion: Transforming the Natural Sciences with AI

white icons of first aid kit, DNA strand, laptop monitor with overlapping eye, and microscope on a blue and green gradient background

Scaling early detection of esophageal cancer with AI

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Published Date

Project

The human immune system is an astonishing diagnostic system, continuously adapting itself to detect any signal of disease in the body. Essentially, the state of the immune system tells a story about virtually everything affecting…

Publication

Autosegmentation of prostate anatomy for radiation treatment planning using deep decision forests of radiomic features

M. W. Macomber, M. H. Phillips, Ivan Tarapov, R. Jena, Aditya Nori, David Carter, Loic Le Folgoc, Antonio Criminisi, M. J. Nyflot

Physics in Medicine and Biology | November 2018, Vol 63(23): pp. 235002-235002

Publication

Geographically Resolved Rhythms in Twitter Use Reveal Social Pressures on Daily Activity Patterns

Eugene Leypunskiy, Emre Kiciman, Mili Shah, Olivia J. Walch, Andrey Rzhetsky, Aaron R. Dinner, Michael J. Rust

Current Biology | November 2018, Vol 28: pp. 3763-3775

Publication

Nucleic Acid Strand Displacement with Synthetic mRNA Inputs in Living Mammalian Cells

Gourab Chatterjee, Yuan-Jyue Chen, Georg Seelig

ACS Synthetic Biology | November 2018, Vol 7(12): pp. 2737-2741

Publication

Optimized deep neural network architecture for robust detection of epileptic seizures using EEG signals

Ramy Hussein, Hamid Palangi, Rabab K. Ward, Z. Jane Wang

Clinical Neurophysiology | November 2018, Vol 130(1): pp. 25-37

Publication

Information Directed Policy Sampling for Partially Observable Markov Decision Processes with Parametric Uncertainty

Peeyush Kumar, Archis Ghate

INFORMS International Conference on Service Science | November 2018

Publication

Autosegmentation of prostate anatomy for radiation treatment planning using deep decision forests of radiomic features

Meghan W Macomber, Mark Phillips, Ivan Tarapov, Rajesh Jena, Aditya Nori, David Carter, Loic Le Folgoc, Antonio Criminisi, Matthew J Nyflot

Physics in Medicine & Biology | November 2018, Vol 63(23)

Project

Publication

Fine-Grained Emotion Detection in Health-Related Online Posts

Hamed Khanpour, Cornelia Caragea

EMNLP | November 2018

Microsoft Research Blog

Encouraging developers and manufacturers to innovate with Eye Control

October 31, 2018

Eye Control is an exciting technology in Windows 10 that allows customers to use their eyes to control an on-screen mouse, keyboard and text-to-speech experience. This is a technology that empowers people with limited mobility…

Video

How Eye Control empowers people with disabilities (Audio Description)

October 31, 2018 | Satya Nadella and Jon Campbell

In this video, Jon Campbell shows Microsoft CEO Satya Nadella how Eye Control, in combination with the Eye Drive library and additional software, can be used to operate a remote-control car or wheelchair. Both are…

How Eye Control empowers people with disabilities (Audio Description)

0:02:46

Medical, health, and genomics

GigaPath: Whole-Slide Foundation Model for Digital Pathology

Research Forum 2 | Panel Discussion: Transforming the Natural Sciences with AI

Scaling early detection of esophageal cancer with AI

Microsoft Health Futures

Microsoft Immunomics

Autosegmentation of prostate anatomy for radiation treatment planning using deep decision forests of radiomic features

Geographically Resolved Rhythms in Twitter Use Reveal Social Pressures on Daily Activity Patterns

Nucleic Acid Strand Displacement with Synthetic mRNA Inputs in Living Mammalian Cells

Optimized deep neural network architecture for robust detection of epileptic seizures using EEG signals

Information Directed Policy Sampling for Partially Observable Markov Decision Processes with Parametric Uncertainty

Autosegmentation of prostate anatomy for radiation treatment planning using deep decision forests of radiomic features

Fine-Grained Emotion Detection in Health-Related Online Posts

Encouraging developers and manufacturers to innovate with Eye Control

How Eye Control empowers people with disabilities (Audio Description)

Medical, health, and genomics

Highlights