List of works - Ravi K. Samala

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

scientific article

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

scientific article published on 18 August 2017

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

scholarly article published 3 March 2017

Breast Cancer Diagnosis in Digital Breast Tomosynthesis: Effects of Training Sample Size on Multi-Stage Transfer Learning Using Deep Neural Nets

scientific article published on 01 March 2019

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

scholarly article published 24 March 2016

Comparison of computer-aided detection of clustered microcalcifications in digital mammography and digital breast tomosynthesis

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

scientific article published on 6 December 2017

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

Computer-aided detection of clustered microcalcifications in multiscale bilateral filtering regularized reconstructed digital breast tomosynthesis volume

scientific article published on February 2014

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

scientific article published on 14 October 2015

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

scholarly article published 24 March 2016

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

Digital breast tomosynthesis: application of 2D digital mammography CAD to detection of microcalcification clusters on planar projection image

Digital breast tomosynthesis: computer-aided detection of clustered microcalcifications on planar projection images

scientific article

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

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

scientific article published on 4 April 2018

False positive reduction of microcalcification cluster detection in digital breast tomosynthesis

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

scholarly article published 24 March 2016

Generalization error analysis for deep convolutional neural network with transfer learning in breast cancer diagnosis

scientific article published on 24 March 2020

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

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

scientific article

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

scientific article published on December 2016

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

scientific article published on 16 October 2017

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

scientific article published on April 2014

Multiscale bilateral filtering for improving image quality in digital breast tomosynthesis

scientific article

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

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

scholarly article published 3 March 2017

Study of image quality in digital breast tomosynthesis by subpixel reconstruction

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

scientific article published on April 2016

List of works by Ravi K. Samala

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

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

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

Breast Cancer Diagnosis in Digital Breast Tomosynthesis: Effects of Training Sample Size on Multi-Stage Transfer Learning Using Deep Neural Nets

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

Comparison of computer-aided detection of clustered microcalcifications in digital mammography and digital breast tomosynthesis

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

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

Computer-aided detection of clustered microcalcifications in multiscale bilateral filtering regularized reconstructed digital breast tomosynthesis volume

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

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

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

Digital breast tomosynthesis: application of 2D digital mammography CAD to detection of microcalcification clusters on planar projection image

Digital breast tomosynthesis: computer-aided detection of clustered microcalcifications on planar projection images

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

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

False positive reduction of microcalcification cluster detection in digital breast tomosynthesis

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

Generalization error analysis for deep convolutional neural network with transfer learning in breast cancer diagnosis

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

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

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

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

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

Multiscale bilateral filtering for improving image quality in digital breast tomosynthesis

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

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

Study of image quality in digital breast tomosynthesis by subpixel reconstruction

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