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Figure from:Detecting Breast Cancer using Neural Networks

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Fig.6. (a) Input images, (b) Pre-processed images, (c) Results of segmentation and classification of different types of Breast tumor

Figure 6 (a) Input images, (b) Pre-processed images, (c) Results of segmentation and classification of different types of Breast tumor

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Fig.l. The Block diagram of the proposed system
Fig.l. The Block diagram of the proposed system
Fig. 2. Example of the segmentation methods: a) original image, b) Result after Thresholding, c) Result after Fuzzy C-Means, d) Final result of segmentation
Fig. 2. Example of the segmentation methods: a) original image, b) Result after Thresholding, c) Result after Fuzzy C-Means, d) Final result of segmentation
Fig. 3. Diagram of Discrete Wavelet Transform (DWT)
Fig. 3. Diagram of Discrete Wavelet Transform (DWT)
Fig.5. Experimental data set images of tumor detection For the experimental research 75 images were selected. Examples are shown in Fig.14. Medical images contain difference breast tumors that are characterized by different locations and different types of pathologies, shape, size and density, as well as the size of the area of the affected tissue near the tumor space.
Fig.5. Experimental data set images of tumor detection For the experimental research 75 images were selected. Examples are shown in Fig.14. Medical images contain difference breast tumors that are characterized by different locations and different types of pathologies, shape, size and density, as well as the size of the area of the affected tissue near the tumor space.
Photograph of Gourav Chakraborty Currently pursuing Bachelor of Technology Degree in Electronics and Communication Engineering from Narula Institute of Technology.
Photograph of Gourav Chakraborty Currently pursuing Bachelor of Technology Degree in Electronics and Communication Engineering from Narula Institute of Technology.
Currently pursuing Bachelor of Technology Degree in Electronics and Communication Engineering from Narula Institute ot Technology. Photograph of Tannistha Sarkar
Currently pursuing Bachelor of Technology Degree in Electronics and Communication Engineering from Narula Institute ot Technology. Photograph of Tannistha Sarkar
Currently pursuing Bachelor of Technology Degree in Electronics and Communication Engineering from Narula Institute of Technology.
Currently pursuing Bachelor of Technology Degree in Electronics and Communication Engineering from Narula Institute of Technology.
‘urrently working as an Associate Professor as well as Head of Department in Electronics and Department in Narula Institute of ‘echnology. His current re- search interests are VLSI and Nano Devices/
‘urrently working as an Associate Professor as well as Head of Department in Electronics and Department in Narula Institute of ‘echnology. His current re- search interests are VLSI and Nano Devices/
Photograph of Sangita Roy Currently working as an Assistant Professor in Electronics and Department in Narula Institute of Technology. Her current researcl interests are Machine Learning and Digital Image Processing.
Photograph of Sangita Roy Currently working as an Assistant Professor in Electronics and Department in Narula Institute of Technology. Her current researcl interests are Machine Learning and Digital Image Processing.