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.
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.”
-
Resume Full name Sayed Ahmadreza Razian Age 38 (Sep 1982) Website ahmadrezarazian.ir Email ahmadrezarazian@gmail.com...
-
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...
-
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...
-
معرفی نام و نام خانوادگی سید احمدرضا رضیان پست الکترونیکی ahmadrezarazian@gmail.com درجات علمی کارشناسی : ریاضی کاربردی – دانشگاه اصفهان (معدل 14...
-
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...
-
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...
-
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...
-
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...
-
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...
-
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...
-
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.
-
ببین و بپر به زودی.... لینک صفحه : http://bebinbepar.ir
-
Environmental Education Software In this game , Kids learn that They must respect to Nature and the Environment. This game was created in 3d . 600x420 (0x0) 66.45 KB ...
-
SVM Review On this review, i compare 4 papers about 4 famous models by SVM. These models are : Maximum Likelihood Classification (ML) Backpropagatio...
-
Watching Jumping Coming Soon... Visit at : http://bebinbepar.ir/
- AMD Ryzen Downcore Control AMD Ryzen 7 processors comes with a nice feature: the downcore control. This feature allows to enable / disabl...
- Fallout 4 Patch 1.3 Adds NVIDIA HBAO+ and FleX-Powered Weapon Debris Fallout 4 launched last November to record player numbers, swiftly becoming the most popular third-party game...
- Detecting and Labeling Diseases in Chest X-Rays with Deep Learning Researchers from the National Institutes of Health in Bethesda, Maryland are using NVIDIA GPUs and deep learni...
- NVIDIA TITAN Xp vs TITAN X NVIDIA has more or less silently launched a new high end graphics card around 10 days ago. Here are some pictu...
- Automatic Colorization Automatic Colorization of Grayscale Images Researchers from the Toyota Technological Institute at Chicago and University of Chicago developed a fully aut...
- Back to Dinosaur Island Back to Dinosaur Island takes advantage of 15 years of CRYENGINE development to show users the sheer endless p...
- Unity – What’s new in Unity 5.3.3 The Unity 5.3.3 public release brings you a few improvements and a large number of fixes. Read the release not...
- ASUS GeForce GTX 1080 TURBO Review This GTX 1080 TURBO is the simplest GTX 1080 I tested. By simplest, I mean the graphics card comes with a simp...
- کودا – CUDA کودا به انگلیسی (CUDA) که مخفف عبارت انگلیسی Compute Unified Device Architecture است یک سکوی پردازش موازی و مد...
- Assisting Farmers with Artificial Intelligence With our planet getting warmer and warmer, and carbon dioxide levels steadily creeping up, companies are using...
- Diagnosing Cancer with Deep Learning and GPUs Using GPU-accelerated deep learning, researchers at The Chinese University of Hong Kong pushed the boundaries...
- Diablo Meets Dark Souls in Isometric Action-RPG Eitr Among the indie games Sony showcased during its E3 press conference this week, Eitr was what most stood out to...
- Virtual Reality in the Military Virtual reality has been adopted by the military – this includes all three services (army, navy and air force)...
- Head-mounted Displays (HMD) Head-mounted displays or HMDs are probably the most instantly recognizable objects associated with virtual rea...
- Diablo Meets Dark Souls in Isometric Action-RPG EitrAmong the indie games Sony showcased during its E3 press …
- Draft the Ultimate Team in FIFA 16FUT Draft showcases some excellent mechanics as you attempt to …
- NVIDIA Announcements at the 2016 GPU Technology ConferenceIf you missed the opening keynote by NVIDIA CEO Jen-Hsun …
- Playing Games Might Help AI AdvanceA new company wants to build artificial intelligence through game …
- Deep Learning to Unlock Mysteries of Parkinson’s DiseaseResearchers at The Australian National University are using deep learning …
- Paulo Coelho-02You are what you believe yourself to be.Paulo Coelho
- Automatic Colorization Automatic Colorization of Grayscale ImagesResearchers from the Toyota Technological Institute at Chicago and University …
- How Virtual Reality Is Making the Leap into Everyday LifeHeadlines about virtual reality often focus on how it’s upending …
- AI invasion will allow workers to empathiseThere’s a clue to the future of work in the …
- Healthcare Industry Turns to Video Games to Treat MSThe video game industry continues to pave the way for …
Leave a Reply