Retrieval and classification of ultrasound images of ovarian cysts combining texture features and histogram moments
ASM Sohail, MM Rahman… - … Imaging: From Nano …, 2010 - ieeexplore.ieee.org
This paper presents an effective solution for content-based retrieval and classification of
ultrasound medical images representing three types of ovarian cysts: Simple Cyst …
ultrasound medical images representing three types of ovarian cysts: Simple Cyst …
Content-based retrieval and classification of ultrasound medical images of ovarian cysts
ASM Sohail, P Bhattacharya, SP Mudur… - … Neural Networks in …, 2010 - Springer
This paper presents a combined method of content-based retrieval and classification of
ultrasound medical images representing three types of ovarian cysts: Simple Cyst …
ultrasound medical images representing three types of ovarian cysts: Simple Cyst …
Selection of optimal texture descriptors for retrieving ultrasound medical images
ASM Sohail, P Bhattacharya, SP Mudur… - … Imaging: From Nano …, 2011 - ieeexplore.ieee.org
Although feature selection has been proven to be very effective in machine learning and
pattern classification applications, it has not been widely practiced in the area of image …
pattern classification applications, it has not been widely practiced in the area of image …
Identification of ovarian mass through ultrasound images using machine learning techniques
H Pathak, V Kulkarni - 2015 IEEE international conference on …, 2015 - ieeexplore.ieee.org
Today ovarian cancer is second most perilous cause of cancer deaths in women after breast
cancer. In this work, we have developed system which acquires ultrasound images and …
cancer. In this work, we have developed system which acquires ultrasound images and …
An evaluation of the effectiveness of image-based texture features extracted from static B-mode ultrasound images in distinguishing between benign and malignant …
Significant successes in machine learning approaches to image analysis for various
applications have energized strong interest in automated diagnostic support systems for …
applications have energized strong interest in automated diagnostic support systems for …
Ovarian tumor characterization and classification: A class of GyneScan™ systems
In this work, we have developed an adjunct Computer Aided Diagnostic (CAD) technique
that uses 3D acquired ultrasound images of the ovary and data mining algorithms to …
that uses 3D acquired ultrasound images of the ovary and data mining algorithms to …
Optimal feature selection and automatic classification of abnormal masses in ultrasound liver images
S Poonguzhali, B Deepalakshmi… - … Conference on Signal …, 2007 - ieeexplore.ieee.org
Ultrasound imaging has found its own place in medical applications as an effective
diagnostic tool. Ultrasonic diagnostics has made possible the detection of cysts, tumors or …
diagnostic tool. Ultrasonic diagnostics has made possible the detection of cysts, tumors or …
Ovarian tumor characterization and classification using ultrasound—a new online paradigm
Among gynecological malignancies, ovarian cancer is the most frequent cause of death.
Image mining algorithms have been predominantly used to give the physicians a more …
Image mining algorithms have been predominantly used to give the physicians a more …
Efficient image texture analysis and classification for prostate ultrasound diagnosis
MA Sheppard, L Shih - 2005 IEEE Computational Systems …, 2005 - ieeexplore.ieee.org
An efficient, integrated image textural analysis and classification of transrectal prostate
ultrasound images into clusters potentially representing cancerous or normal tissue areas is …
ultrasound images into clusters potentially representing cancerous or normal tissue areas is …
Ovarian tumor characterization using 3D ultrasound
UR Acharya, SV Sree, MMR Krishnan… - … in cancer research …, 2012 - journals.sagepub.com
Among gynecological malignancies, ovarian cancer is the most frequent cause of death.
Preoperative determination of whether a tumor is benign or malignant has often been found …
Preoperative determination of whether a tumor is benign or malignant has often been found …
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