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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

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Scaling early detection of esophageal cancer with AI

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Microsoft Health Futures

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Published Date

Publication

Co-operative additive effects between HLA alleles in control of HIV-1

Philippa C. Matthews, Jennifer Listgarten, Jonathan M. Carlson, Rebecca Payne, Kuan-Hsiang Gary Huang, John Frater, Dominique Goedhals, Dewald Steyn, Cloete van Vuuren, Paolo Paioni, Pieter Jooste, Anthony Ogwu, Roger Shapiro, Zenele Mncube, Thumbi Ndung'u, Bruce D. Walker, David Heckerman, Philip J. R. Goulder

PLoS ONE | October 2012, pp. e47799

Publication

Joint classification-regression forests for spatially structured multi-object segmentation

Ben Glocker, O Pauly, Ender Konukoglu, Antonio Criminisi

2012 European Conference on Computer Vision | October 2012

Publication

Current-Based 4d shape analysis for the mechanical personalization of heart models

Loic Le Folgoc, Hervé Delingette, Antonio Criminisi, Nicholas Ayache

October 2012

Publication

Brain tumor cell density estimation from multi-modal MR images based on a synthetic tumor growth model

Ezequiel Geremia, Bjoern H. Menze, Marcel Prastawa, M. A. Weber, Antonio Criminisi, Nicholas Ayache

October 2012

Microsoft Research Blog

Coming to Aid of Brain-Tumor Patients

October 1, 2012

By Rob Knies, Managing Editor, Microsoft Research Fourteen to 15 months—that’s the average prognosis for patients with glioblastoma, the most aggressive type of malignant glioma, according to Dr. Patrick Y. Wen, clinical director of the…

Publication

Static Network Structure Can Be Used to Model the Phenotypic Effects of Perturbations in Regulatory Networks

Ariel Feiglin, Adar Hacohen, Avital Sarusi, Jasmin Fisher, Ron Unger, Yanay Ofran

Bioinformatics | October 2012, Vol 28(21): pp. 2811-2818

Publication

Automatic Localization and Identification of Vertebrae in Arbitrary Field-of-View CT Scans

Ben Glocker, Johannes Feulner, Antonio Criminisi, David R. Haynor, Ender Konukoglu

2012 Medical Image Computing and Computer-Assisted Intervention | October 2012

Publication

Neighbourhood approximation forests.

Ender Konukoglu, Ben Glocker, D. Zikic, Antonio Criminisi

2012 Medical Image Computing and Computer-Assisted Intervention | October 2012

Publication

Decision forests for tissue-specific segmentation of high-grade gliomas in multi-channel MR.

D. Zikic, Ben Glocker, Ender Konukoglu, Antonio Criminisi, Cagatay Demiralp, Jamie Shotton, Owen M. Thomas, Tilak Das, Raj Jena, Stephen J. Price

2012 Medical Image Computing and Computer-Assisted Intervention | October 2012

Publication

Intersubtype differences in the effect of a rare p24 Gag mutation on HIV-1 replicative fitness

Denis R. Chopera, Laura A. Cotton, Alexander Zawaira, Jaclyn K. Mann, Nobubelo K. Ngandu, Roman Ntale, Jonathan M. Carlson, Koleka Mlisana, Zenda Woodman, Debra de Assis Rosa, Eric Martin, Toshiyuki Miura, Florencia Pereyra, Bruce D. Walker, Clive M. Gray, Darren P. Martin, Thumbi Ndung'u, Mark A. Brockman, Salim Abdool Karim, Zabrina L. Brumme, Carolyn Williamson

Journal of Virology | September 2012

Medical, health, and genomics

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