Classification of mammograms by breast density
Downloads
Published
DOI:
https://doi.org/10.58414/SCIENTIFICTEMPER.2023.14.3.38Keywords:
breast density, attribute etraction, clusteringDimensions Badge
Issue
Section
License
Copyright (c) 2023 The Scientific Temper
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
The risk of getting breast cancer is directly affected by the type of breast tissue predominant in the individual. The aim is to investigateAbstract
histogram-based image attributes in order to separate mammographic images by degree of breast density using the clustering technique. 75 mammographic images from the MIAS database were used, 25 of them belonging to each of the three classes: fatty, fatty-glandular and dense. After the selection of attributes, it obtained a 96% success rate in classifying the mammograms within the three classes when the attribute’s mean gray levels and the highest peak intensity of the histogram were used simultaneously in the clustering technique
How to Cite
Downloads
Similar Articles
- Pankaj Kumar, Ambrish Pandey, Rajendrakumar Anayath, Study of print suitability of environment-friendly plastics using flexography printing , The Scientific Temper: Vol. 15 No. 01 (2024): The Scientific Temper
- D. Jayadurga, A. Chandrabose, Expanding the quantity of virtual machines utilized within an open-source cloud infrastructure , The Scientific Temper: Vol. 15 No. spl-1 (2024): The Scientific Temper
- Ruchi Sharma, Deepa ., Shelly Tyagi, Anju Panwar, Anju Panwar, Satyendra Kumar, Charu Tyagi, Yougesh Kumar, On Annual Cycle of Monogenean Parasites Infestation in Freshwater Fish Pangasius pangasius , The Scientific Temper: Vol. 11 No. 1&2 (2020): The Scientific Temper
- Anurag Tripathi, Histoenzymological Distribution of Acetylcholinesterase in the Rostral Mesencephalic Torus Semicircularis and Tegmental Nuclei of an Indian air Breathing Teleost Heteropneustes fossilis , The Scientific Temper: Vol. 12 No. 1&2 (2021): The Scientific Temper
- B. R. Jaipal, Himmat Singh, Nesting and distribution pattern of house crow (Corvus splendens) in Western Rajasthan, India , The Scientific Temper: Vol. 14 No. 02 (2023): The Scientific Temper
- Ravi Kumar P, C. Gowri Shankar, Optimizing power converters for enhanced electric vehicle propulsion: A novel research methodology , The Scientific Temper: Vol. 15 No. 04 (2024): The Scientific Temper
- Amarjeet Kumar, Navin Kumar, Hydrological Status and Primary Productivity in Rasalpura Pond in Saran District of Bihar , The Scientific Temper: Vol. 12 No. 1&2 (2021): The Scientific Temper
- Roopshree Banchode, Sai Pranathi Bhallamudi, S. P. Kanchana, Evaluation of the Quality of Commonly Used Edible Oils and The Effects of Frying , The Scientific Temper: Vol. 12 No. 1&2 (2021): The Scientific Temper
- Rajesh Rayal, Riya Malik, Sanjay Madan, Anju Thapliyal, Drifting-Density and Diversity of Aquatic Mites in the Spring- Fed Stream Heval from Garhwal Himalaya , The Scientific Temper: Vol. 13 No. 02 (2022): The Scientific Temper
- Isreal Zewide, A coffee biochar-mineral NP interaction: Boon for soil health , The Scientific Temper: Vol. 15 No. 02 (2024): The Scientific Temper
You may also start an advanced similarity search for this article.
