Srinivasa Rao Kundeti

Employment

Employment history is unavailable.

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (12)

• Application of Machine Learning Model to Prognosticate Functional Outcome in Patients with Acute Ischemic Stroke Secondary to Proximal Large Vessel Occlusion (P9-10.009)
  Neurology 2022 DOI: 10.1212/wnl.98.18_supplement.2405
  +Save
• Simulating Realistic MRI variations to Improve Deep Learning model and visual explanations using GradCAM
  2021 IEEE International Conference on Cloud Computing in Emerging Markets (CCEM) 2021 DOI: 10.1109/ccem53267.2021.00011
  +Save
• Infarct and Penumbra Growth Rate usage in Machine Learning Model Improves Prognostic Outcome Prediction in Acute Ischemic Stroke
  Neurology 2021
  +Save
• Systematic review protocol to assess artificial intelligence diagnostic accuracy performance in detecting acute ischaemic stroke and large-vessel occlusions on CT and MR medical imaging
  BMJ Open 2021 DOI: 10.1136/bmjopen-2020-043665
  +Save
• Landmark Detection in 3D Medical Images Using Reinforcement Learning
  2020 IEEE International Conference on Cloud Computing in Emerging Markets (CCEM) 2020 DOI: 10.1109/ccem50674.2020.00019
  +Save
• Sub-Object Data Augmentation And Custom Loss Functions for Automated Anatomical Landmarks Localisation in 3D Brain MR Images
  2020 IEEE International Conference on Cloud Computing in Emerging Markets (CCEM) 2020 DOI: 10.1109/ccem50674.2020.00016
  +Save
• Machine Learning Model for Prognostication of 90-day Patient Outcome Immediately after Thrombectomy in Acute Ischemic Stroke Patients
  Neurology 2020
  +Save
• Enhancing infarct segmentation performance using domain-specific attention in Acute Ischemic Stroke patients
  Medical Imaging 2020: Image Processing 2020 DOI: 10.1117/12.2549224
  +Save
• Deep Convolutional Neural Network model for sub-Anatomy specific Landmark detection on Brain MRI
  ISMRM 2020
  +Save
• Local and global transformations to improve learning of medical images applied to chest radiographs
  Medical Imaging 2019: Image Processing 2019 DOI: 10.1117/12.2512717
  +Save