Biraja Ghoshal
Computer Consultant, Tata Consultancy Service

Biraja Ghoshal is a computer consultant with Tata Consultancy Service. He has 21 years of software development, architecture, and systems engineering expertise in information management and mining massive datasets technologies. Biraja assists clients to apply analytic capabilities using big data platforms to improve performance and optimize decision making with high-quality, actionable insights. Biraja is also interested in machine learning, cognitive computing, and artificial intelligence topics.

Sessions

11:55–12:35 Wednesday, 16 October 2019

Location: Buckingham Room - Palace Suite

Deep learning with TensorFlow Probability in cancer prediction with reporting confidence

Models and Methods

Secondary topics: Computer Vision, Deep Learning, Health and Medicine, Machine Learning

Biraja Ghoshal (Tata Consultancy Service)

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Deep learning, which involves powerful black box predictors, has achieved state-of-the-art performance in medical imaging analysis, such as segmentation and classification for diagnosis, but knowing how much confidence there is in a prediction is essential for gaining clinicians' trust. Biraja Ghoshal explores probabilistic modeling with TensorFlow Probability in cancer prediction. Read more.