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Primeur weekly 2017-08-28

Focus

ARM is not just focusing on the Flops but on the science behind the workloads in HPC ...

Crowd computing

Your computer can help scientists study connection between body bacteria and autoimmune diseases ...

Quantum computing

CDL teams up with Rigetti Computing to foster quantum machine learning start-up ecosystem ...

UNSW creates future with launch of 'unique' quantum computing company ...

Nano-hashtags could provide definite proof of Majorana particles - crucial step towards quantum computer ...

High-dimensional quantum encryption performed in real-world city conditions for first time ...

Can large stars anti-aging research help future memory devices? ...

IEEE approves standards project for quantum computing definitions ...

Focus on Europe

SURFnet partners the National eScience Symposium ...

Hardware

SC17 Exhibition setting records ...

Mellanox network adapters for 25G RoCE Ethernet Cloud deployed in Alibaba ...

Supermicro delivers groundbreaking 18 million IOPS of storage performance in new 2U Ultra server ...

ScaleOut Software adds support for distributed caching in ASP.NET Core 2.0 with its v5.6 release ...

Atos forms global reseller alliance with Dell with 8 to 16 sockets Bullion servers ...

Applications

ORNL researchers turn to deep learning to solve science's Big Data problem ...

Ohio Supercomputer Center helps Ohio State researcher share knowledge at home and abroad ...

Solidifying advanced alloy design ...

ANSYS 18.2 enhances simulation speed and accuracy ...

JDRF and IBM collaborate to research risk factors for type 1 diabetes in children ...

The Cloud

Red Hat and Microsoft simplify containers to help enterprises accelerate to the hybrid Cloud ...

JDRF and IBM collaborate to research risk factors for type 1 diabetes in children

18 Aug 2017 New York - IBM and JDRF, a global organisation funding type 1 diabetes (T1D) research, have signed a new collaboration to develop and apply machine learning methods to analyze years of global T1D research data and identify factors leading to the onset of T1D in children.

T1D affects approximately 1.25 million Americans, and it currently does not have a cure. This research collaboration is expected to create an entry point for T1D in the field of precision medicine, by combining JDRF's connections to research teams around the globe and its subject matter expertise in T1D research with the technical capability and computing power of IBM.

"At JDRF, we are absolutely committed to seeing a world without type 1 diabetes, and with this partnership, we're adding some of the most advanced computing power in the world to our mission", stated Derek Rapp, JDRF President and CEO. "JDRF supports researchers all over the world, but never before have we been able to analyze their data comprehensively, in a way that can tell us why some children who are at risk get T1D and others do not. IBM’s analysis of the existing data could open the door to understanding the risk factors of T1D in a whole new way, and to one day finding a way to prevent T1D altogether."

IBM scientists will look across at least three different data sets and apply machine learning algorithms to help find patterns and factors at play, with the goal of identifying ways that could delay or prevent T1D in children. In order to match variables and data formats and compare the differing data sets, the scientists plan to leverage previously collected data from global research projects. Data analysis will explore the inclusion of genetic, familial, auto-antibody and other variables to create a foundational set of features that is common to all data sets. The models that will be produced will quantify the risk for T1D from the combined data set using this foundational set of features. As a result, JDRF will be in a better position to identify top predictive risk factors for T1D, cluster patients based on top risk factors, and explore a number of data-driven models for predicting onset.

"Nearly 40,000 new cases of type 1 diabetes will be diagnosed in the U.S. this year. And each new patient creates new records and new data points that, if leveraged, could provide additional understanding of the disease", stated Jianying Hu, Senior Manager and Programme Director, Center for Computational Health at IBM Research. "The deep expertise our team has in artificial intelligence applied to health care data makes us uniquely positioned to help JDRF unlock the insights hidden in this massive data set and advance the field of precision medicine towards the prevention and management of diabetes."

Future phases of the collaboration may consist of furthering the analysis of Big Data toward the goal of better understanding causes of T1D. They may also consist of analyzing more complex data sets, such as microbiome and genomics or transcriptomics data. Finally, but no less importantly, the knowledge gained through these efforts could also help JDRF in its pursuit of a cure for people with T1D.
Source: IBM

Back to Table of contents

Primeur weekly 2017-08-28

Focus

ARM is not just focusing on the Flops but on the science behind the workloads in HPC ...

Crowd computing

Your computer can help scientists study connection between body bacteria and autoimmune diseases ...

Quantum computing

CDL teams up with Rigetti Computing to foster quantum machine learning start-up ecosystem ...

UNSW creates future with launch of 'unique' quantum computing company ...

Nano-hashtags could provide definite proof of Majorana particles - crucial step towards quantum computer ...

High-dimensional quantum encryption performed in real-world city conditions for first time ...

Can large stars anti-aging research help future memory devices? ...

IEEE approves standards project for quantum computing definitions ...

Focus on Europe

SURFnet partners the National eScience Symposium ...

Hardware

SC17 Exhibition setting records ...

Mellanox network adapters for 25G RoCE Ethernet Cloud deployed in Alibaba ...

Supermicro delivers groundbreaking 18 million IOPS of storage performance in new 2U Ultra server ...

ScaleOut Software adds support for distributed caching in ASP.NET Core 2.0 with its v5.6 release ...

Atos forms global reseller alliance with Dell with 8 to 16 sockets Bullion servers ...

Applications

ORNL researchers turn to deep learning to solve science's Big Data problem ...

Ohio Supercomputer Center helps Ohio State researcher share knowledge at home and abroad ...

Solidifying advanced alloy design ...

ANSYS 18.2 enhances simulation speed and accuracy ...

JDRF and IBM collaborate to research risk factors for type 1 diabetes in children ...

The Cloud

Red Hat and Microsoft simplify containers to help enterprises accelerate to the hybrid Cloud ...