All Stories

  1. Evolutionary pruning of transfer learned deep convolutional neural network for breast cancer diagnosis in digital breast tomosynthesis

    Article • Physics in Medicine and Biology, April 2018, Institute of Physics Publishing

    Dr Ravi K Samala

  2. Computer-aided assessment of breast density: comparison of supervised deep learning and feature-based statistical learning

    Article • Physics in Medicine and Biology, January 2018, Institute of Physics Publishing

    Dr Ravi K Samala

  3. Multi-task transfer learning deep convolutional neural network: application to computer-aided diagnosis of breast cancer on mammograms

    Article • Physics in Medicine and Biology, October 2017, Institute of Physics Publishing

    Dr Ravi K Samala

  4. Improving image quality for digital breast tomosynthesis: an automated detection and diffusion-based method for metal artifact reduction

    Article • Physics in Medicine and Biology, September 2017, Institute of Physics Publishing

    Dr Ravi K Samala

  5. Bladder Cancer Treatment Response Assessment in CT using Radiomics with Deep-Learning

    Article • Scientific Reports, August 2017, Nature

    Dr Ravi K Samala

  6. Bladder cancer treatment response assessment using deep learning in CT with transfer learning

    Article • March 2017, SPIE

    Dr Ravi K Samala

  7. Computer-aided detection of bladder masses in CT urography (CTU)

    Article • March 2017, SPIE

    Dr Ravi K Samala

  8. Identifying key radiogenomic associations between DCE-MRI and micro-RNA expressions for breast cancer

    Article • March 2017, SPIE

    Dr Ravi K Samala

  9. Segmentation of inner and outer bladder wall using deep-learning convolutional neural network in CT urography

    Article • March 2017, SPIE

    Dr Ravi K Samala

  10. Mass detection in digital breast tomosynthesis: Deep convolutional neural network with transfer learning from mammography

    Article • Medical Physics, November 2016, Wiley

    Dr Ravi K Samala

  11. Analysis of computer-aided detection techniques and signal characteristics for clustered microcalcifications on digital mammography and digital breast tomosynthesis

    Article • Physics in Medicine and Biology, September 2016, Institute of Physics Publishing

    Dr Ravi K Samala

  12. First and second-order features for detection of masses in digital breast tomosynthesis

    Article • March 2016, SPIE

    Dr Ravi K Samala

  13. Comparison of bladder segmentation using deep-learning convolutional neural network with and without level sets

    Article • March 2016, SPIE

    Dr Ravi K Samala

  14. Reference state estimation of breast computed tomography for registration with digital mammography

    Article • March 2016, SPIE

    Dr Ravi K Samala

  15. Deep-learning convolution neural network for computer-aided detection of microcalcifications in digital breast tomosynthesis

    Article • March 2016, SPIE

    Dr Ravi K Samala

  16. Urinary bladder segmentation in CT urography using deep-learning convolutional neural network and level sets

    Article • Medical Physics, March 2016, American Association of Physicists in Medicine (AAPM)

    Dr Ravi K Samala

  17. Computer-aided detection system for clustered microcalcifications in digital breast tomosynthesis using joint information from volumetric and planar projection images

    Article • Physics in Medicine and Biology, October 2015, Institute of Physics Publishing

    Dr Ravi K Samala

  18. Comparison of CAD: DM vs DBT for microcalcifications clusters

    Article • March 2015, SPIE

    Dr Ravi K Samala

  19. Adaptation of 2D CAD to DBT

    Article • March 2015, SPIE

    Dr Ravi K Samala

  20. Multiscale bilateral filtering for improving image quality in digital breast tomosynthesis

    Article • Medical Physics, January 2015, American Association of Physicists in Medicine (AAPM)

    Dr Ravi K Samala

  21. CAD of clustered microcalcifications in planar projection image generated from DBT

    Article • Physics in Medicine and Biology, November 2014, Institute of Physics Publishing

    Dr Ravi K Samala

  22. Multichannel response analysis on 2D projection views for detection of clustered microcalcifications in digital breast tomosynthesis

    Article • Medical Physics, April 2014, American Association of Physicists in Medicine (AAPM)

    Dr Ravi K Samala

  23. False positive reduction of microcalcification cluster detection in digital breast tomosynthesis

    Article • March 2014, SPIE

    Dr Ravi K Samala

  24. Digital breast tomosynthesis: effects of projection-view distribution on computer-aided detection of microcalcification clusters

    Article • March 2014, SPIE

    Dr Ravi K Samala

  25. Improving microcalcifications detection in DBT by regularized reconstruction

    Article • Medical Physics, February 2014, American Association of Physicists in Medicine (AAPM)

    Dr Ravi K Samala

  26. Study of image quality in digital breast tomosynthesis by subpixel reconstruction

    Article • March 2013, SPIE

    Dr Ravi K Samala

  27. Detection of microcalcifications in breast tomosynthesis reconstructed with multiscale bilateral filtering regularization

    Article • March 2013, SPIE

    Dr Ravi K Samala

  28. Segmentation of gallbladder in 2D B-mode Ultrasound images

    Article • October 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Ravi K Samala

  29. Combinational feature optimization for classification of lung tissue images

    Article • March 2010, SPIE

    Dr Ravi K Samala

  30. Similarity based false-positive reduction for breast cancer using radiographic and pathologic imaging features

    Article • March 2010, SPIE

    Dr Ravi K Samala

  31. Reliability study of reconstruction methods in tomosynthesis imaging of various geometrical objects

    Article • March 2010, SPIE

    Dr Ravi K Samala

  32. Comparative Study of Feature Measures for Histopathological Images of the Lung

    Article • January 2010, Optical Society of America (OSA)

    Dr Ravi K Samala

  33. A Novel Approach to Nodule Feature Optimization on Thin Section Thoracic CT

    Article • Academic Radiology, April 2009, Elsevier

    Dr Ravi K Samala

  34. Knowledge based optimum feature selection for lung nodule diagnosis on thin section thoracic CT

    Article • February 2009, SPIE

    Dr Ravi K Samala

  35. Deblurring of tomosynthesis images using 3D anisotropic diffusion filtering

    Article • March 2007, SPIE

    Dr Ravi K Samala