Segmentation

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  Retina Blood Vessel Segmentation

  • Published on: June, 2018
  • Orobix
  • Code Available

  Retina blood vessel segmentation with a convolution neural network (U-net) takes up the binary classification task to predicts if each pixel in the fu ...

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  FraudHacker - Anomaly detection system for medical insurance claims data

  • Published on: November, 2017
  • Daniel Hannah
  • Code Available

  Centre for Medicare and Medicaid Services (CMS) is a governing body in United States that administers the nation's major healthcare program. To detect ...

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  PIANO - A Parametric Hand Bone Model from Magnetic Resonance Imaging

  • Published on: June, 2021
  • Yuwei Li, Minye Wu, Yuyao Zhang, Lan Xu and Jingyi Yu
  • Code Available

  Hand modeling is critical for immersive VR/AR, action understanding, or human healthcare. Existing parametric models account only for hand shape, pose ...

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  T-DPSOM - An Interpretable Clustering Method for Unsupervised Learning of Patient Health States

  • Published on: March, 2021
  • Gunner Rätsch, Martin Faltys, Vincent Fortuin, Julia Vogt, Matthias Hüser, Laura Manduchi
  • Code Available

  Obtaining interpretable visualization to get meaningful insights of multivariate time series in the intensive care units is very important. A low dime ...

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  Boundary and Entropy-driven Adversarial Learning for Fundus Image Segmentation

  • Published on: July, 2019
  • Shujun Wang, Kang Li, Chi-Wing Fu, Lequan Yu, Pheng-Ann Heng, Xin Yang
  • Code Available

  Accurate segmentation of the optic disc (OD) and cup (OC) in fundus images from different datasets is critical for glaucoma disease screening. The cro ...

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  Revealing Patterns in HIV Viral Load Data and Classifying Patients via A Novel Machine Learning Cluster Summarization Method

  • Published on: April, 2018
  • Samuel J. Weisenthal, Kristen Bush, Melissa Trayhan, Martin S. Zand, Samir Farooq, Peter R. Mariuz, Robert J. ...
  • Code Available

  Treatment protocol for HIV patients is dependent upon their HIV viral load (VL) which tends to fluctuate from 0 (i.e. undetectable) to 107 copies per ...

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  Detecting Cancer Metastases on Gigapixel Pathology Images

  • Published on: March, 2017
  • Aleksey Boyko, Lily Peng, Greg S. Corrado, and Martin C. Stumpe, Jason D. Hipp, Yun Liu, Timo Kohlberger, Moha...
  • Code Available

  Each year, the treatment decisions for more than 230,000 breast cancer patients in the U.S. hinge on whether the cancer has metastasized away from the ...

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  Cost Containment Framework for Payers

  • Published on: January, 2017
  • CitiusTech

  This analytics based solution suit provides a scalable and automated framework to quantify total savings and fair allocation to individual initiatives ...