Diagnosing Cancer with Deep Learning and GPUs
Diagnosing Cancer with Deep Learning and GPUs
Using GPU-accelerated deep learning, researchers at The Chinese University of Hong Kong pushed the boundaries of cancer image analysis in a way that could one day save physicians and patients precious time.
The team used a TITAN X GPU to win the 2015 Gland Segmentation Challenge held at the Medical Image Computing and Computer conference, the world’s leading conference on medical imaging.
Traditionally, pathologists diagnose cancer by looking for abnormalities in tumor tissue and cells under a microscope, but it’s a time-consuming process that is open to error.
An overview of the team’s proposed framework
The research team trained their deep convolutional neural network on a set of images of known abnormalities. They then used this training for segmenting individual glands from tissues to make it easier to distinguish individual cells, determine their size, shape and location relative to other cells. By calculating these measurements, pathologists can determine the likelihood of malignancy.
“Training with GPUs was 100 times faster than with CPUs,” said Hao Chen, a third-year Ph.D. student and member of the team that developed the solution. “That speed is going to become even more important as we advance our work.”
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- Ranked 5th – Competition 2016 : Brick and Mortar Store Recommendation with Budget Constraints
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- Special Prize – Competition 2015 : The Purchase and Redemption Forecasts
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- Design an algorithm to improve edges and image enhancement for under-sea color images in Persian Gulf
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- Survey Mothers of children 9 to 14 in Isfahan on a computer game with content concepts of citizenship
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- An overview of the designing new engines to create video games
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- Real Time Quality Control of National Monitoring and Forecasting Network
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- Developing an image processing filter and verifying it using images taken by an AUV in a towing tank
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- 2nd International Confrence on knowledge-based Research in Computer Engineering and IT-Optimizing raytracing algorithm using CUDA
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Resume
Full name
Sayed Ahmadreza Razian
Nationality
Iran
Age
36 (Sep 1982)
Website
ahmadrezarazian.ir
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معرفی
نام و نام خانوادگی
سید احمدرضا رضیان
محل اقامت
ایران - اصفهان
سن
33 (متولد 1361)
پست الکترونیکی
ahmadrezarazian@gmail.com
درجات علمی...
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Shangul Mangul HabeAngur
Shangul Mangul HabeAngur (City of Goats) is a game for child (4-8 years). they learn how be useful in the city and respect to people.
Persian n...
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Tianchi-The Purchase and Redemption Forecasts 2015
Special Prize – Tianchi Golden Competition (2015) “The Purchase and Redemption Forecasts” in Big data (Alibaba Group) Among 4868 teams.
Introd...
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Nokte – نکته
نرم افزار کاربردی نکته نسخه 1.0.8 (رایگان)
نرم افزار نکته جهت یادداشت برداری سریع در میزکار ویندوز با قابلیت ذخیره سازی خودکار با پنل ساده و کم ح...
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Drowning Detection by Image Processing
In this research, I design an algorithm for image processing of a swimmer in pool. This algorithm diagnostics the swimmer status. Every time graph sho...
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Tianchi-Brick and Mortar Store Recommendation with Budget Constraints
Ranked 5th – Tianchi Competition (2016) “Brick and Mortar Store Recommendation with Budget Constraints” (IJCAI Socinf 2016-New York,USA)(Alibaba Group...
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1st National Conference on Computer Games-Challenges and Opportunities 2016
According to the public relations and information center of the presidency vice presidency for science and technology affairs, the University of Isfah...
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3rd International Conference on The Persian Gulf Oceanography 2016
Persian Gulf and Hormuz strait is one of important world geographical areas because of large oil mines and oil transportation,so it has strategic and...
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2nd Symposium on psychological disorders in children and adolescents 2016
2nd Symposium on psychological disorders in children and adolescents 2016
Faculty of Nursing and Midwifery – University of Isfahan – 2 Aug 2016 - Ass...
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Optimizing raytracing algorithm using CUDA
Abstract
Now, there are many codes to generate images using raytracing algorithm, which can run on CPU or GPU in single or multi-thread methods. In t...
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My City
This game is a city simulation in 3d view.
Gamer must progress the city and create building for people.
This game is simular the Simcity.
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