The algorithm automatically localizes brain tumors on magnetic resonance imaging
The algorithm automatically localizes brain tumors on magnetic resonance imaging with an accuracy of about 80%. Brain tumor segmentation plays an essential role in medical imaging analysis. In recent studies, deep convolutional neural networks (DCNNs) are widely applied to solve tumor segmentation tasks. For this study, VinBigData proposes a new training method to improve segmentation results by adding an additional classifier to the network. The entire network is trained from…
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Computer vision: Potential to drive multi-industry growth in Vietnam
Computer vision is one of the hottest areas of computer science and artificial intelligence research. Using digital images from cameras and video as well as deep learning models, machines can accurately identify and classify objects - and then process the information with what they "see". Thanks to advancements in technology and investments in infrastructure, recently, the field of computer vision has shown many amazing strides. The accuracy rate for object…
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An accurate and explainable deep learning system improves interobserver agreement in the interpretation of chest radiograph
Interpretation of chest radiographs (CXR) is a difficult but essential task for detecting thoracic abnormalities. Recent artificial intelligence (AI) algorithms have achieved radiologist-level performance on various medical classification tasks. However, only a few studies addressed the localization of abnormal findings from CXR scans, which is essential in explaining the image-level classification to radiologists. Additionally, the actual impact of AI algorithms on the diagnostic performance of radiologists in clinical practice remains…
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VinDr-CXR: An open dataset of chest X-rays with radiologist’s annotations
The dataset includes more than 100,000 chest X-ray images collected from major hospitals in Vietnam. From this raw data, the study shared 18,000 images annotated by 17 experienced radiologists. The dataset is divided into a training set of 15,000 images and a test set of 3,000 images. VinBigData designed and built a labeling platform for DICOM images to facilitate these annotation processes.
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A clinical validation of VinDr-CXR, an AI system for detecting abnormal chest radiographs
The automated system for diagnosing chest X-ray images using artificial intelligence (AI) has recently shown great potential in helping doctors make quick and accurate decisions. However, the performance of these systems has not been evaluated closely to actual performance in clinical practice. In this study, the authors demonstrate a systematic evaluation mechanism for abnormal detection on chest X-ray images VinDr-CXR deployed at Phu Tho General Hospital - a provincial hospital…
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Smart surveillance camera solution with many smart features to help track customer journeys and shopping habits to elevate customer care services at the largest underground shopping mall in Southeast Asia. The product also supports effective statistics and customer data processing, to help businesses create breakthroughs in terms of point-of-sale management. Project size Total area of…

Voice assistant ViVi is an intelligent voice control system developed by VinBigData (Vingroup), applying cutting-edge technologies such as artificial intelligence (AI), big data analysis, natural language processing, etc. ViVi has an outstanding advantage of native language, with the ability to recognize Vietnamese with 98% accuracy (for common words) and understand the multi-regional Vietnamese language in…

vinocr tích hợp trên cihms
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Service provided: Support consulting and sales process on VinPearl’s websites and other channels for customer interaction Business Demand: Increase customer experience on online channels Prioritize sales process automation Reduce work for customer service staff. Integration: Website/Facebook/Zalo with more than 6 languages Integrate with other systems of VinPearl CRM/Service Booking/Survey/Promotion/Hotel Management/etc.

Service provided: creating chatbot to support customer service of VinSmart Business Demand: Support in solving business situations relating to smartphones or TV such as: Warranty points Price of replacement components User manual guide Receive and respond to complaints relating to hardware and software errors Integration: Facebook & Website of VinSmart

vinbot tại vinmec

Service provided: creating chatbot to support services of Vinmec Business Demand: Support in solving business situations such as: Hospital information Product price Consulting service packages Booking appointments for health check Receive and respond to patient complaints Integration: Facebook, Website and App of Vinmec (OneVinmec)

AI Camera Grand World Phú Quốc
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Advanced AI Camera System optimizes business operations and automates customer management cycle at the leading smart resort complex in Southeast Asia – Grand World Phu Quoc. Scale AI Camera Monitoring System with intelligent features and unlimited scalability Total area of Grand World Phu Quoc: 800.000m2​ Average No. of Visitors 20.000 visitors/day Detail Description Hardware installation…

Developed based on a dataset of nearly half a million studies with detailed lesion labels and disease conclusions from major hospitals in Vietnam, VinDr AI helps radiologists accurately detect and localize many types of abnormalities in chest, mammo and spine. Meanwhile, to provide doctors the best support, the solution also marks the studies by color:…

Scale Total area of Vincom Times City: 200.000m2​ Average No. of Visitors 126.000 visitors/day Project Detail Supplied Service & Product​ Visitors Counting & Analyzing system at Vincom: Total visitors at different areas​ Identify & measure the number of old/new visitors​ Determine peak time frame of specific areas.​ Determine the number of customers at each area…

camera thông minh
camera thông minh

Smart Camera System is deployed in 3 leading megacities: Vinhomes Grand Park, Vinhomes Ocean Park and Vinhomes Smart City to support security and safety for residents living in buildings. Applying advanced technologies to identify and track the movement of vehicles and objects and analyze object recognition characteristics, the system can operate in all different environmental…

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