healthcare AI

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Jul

CellStrat AI Platform for Healthcare Applications

#CellStratAILab #disrupt4.0 #WeCreateAISuperstars Recently, we conducted our first Product Showcase for our new world-class Healthcare AI application platform. Given the times, COVID-19 detection is our top focus in terms of product development, but we also have other exciting healthcare AI applications being developed related to brain, eye and cancer issues. The following demos were presented […]

Posted in: Brain and Neurology, Computer Vision, COVID-19, Deep Learning, Eye and Vision,

Tags: 3D CNN, AI lab, AI product, AI research, AWS, brain lesion, Brain Lesions, Chest X-Ray, Conditional Random Fields, COVID-19, CRF, CT Scan, data augmentation, DeepMedic, diabetic retinopathy, Disrupt4.0, explainable AI, eye disease, Grad-CAM, healthcare AI, image classification, image segmentation, INFNET, Magnetic Resonance Imaging, MRI, pneumonia, sagemaker, TBI, Traumatic Brain Injury, UNET,

Nov

Meeting Minutes from CellStrat AI Lab session on Saturday 2nd Nov at Bengaluru

#CellStratAILab #disrupt4.0 #WeCreateAISuperstars Last Saturday (2nd Nov ’19) we had amazing AI presentations at our AI Lab meetup. At our Bellandur (BLR) location, Amit Kumar presented an intuitive session on Image Classification with CNNs. He explained the core architecture of CNNs, including Kernel filter, activation function and pooling. Then he demonstrated the MNIST digit classification […]

Posted in: Computer Vision, Deep Learning, Healthcare, Machine Learning, Natural Language Processing,

Tags: activation function, BERT, binary / ternary net, cancer prediction, healthcare AI, kernel filter, low rank approximation, Mask RNN, max pooling, model compression, NLP, object detection, pruning, quantization, statistical modelling, statistics, weight sharing, winograd transformation,