Diff of /cancer_detect.m [000000] .. [b9edc8]

Switch to side-by-side view

--- a
+++ b/cancer_detect.m
@@ -0,0 +1,58 @@
+clc;close all;clear all;
+I=imread('F2.jpg');
+I=imresize(I,[200,300]);
+size(I)
+figure
+imshow(I)
+
+rgb = imopen(I,strel('disk',1));
+    
+figure;
+imshow(rgb);
+title('background')
+gray_image = rgb2gray(rgb);
+imshow(gray_image);
+
+[centers, radii] = imfindcircles(rgb,[2 80],'ObjectPolarity','dark','Sensitivity',0.9)
+imshow(rgb);
+
+cell = length(centers)
+M = mean(radii)
+max = max(radii)
+
+h = viscircles(centers,radii)
+
+red=rgb(:,:,1);green= rgb(:,:,2); blue= rgb(:,:,3);
+
+out=red>25 & red<199 &green<130 & blue>140 & blue<225;
+out1=imfill(out,'holes');
+out2=bwmorph(out1,'erode');
+
+out3=bwmorph(out2,'dilate',1.2);
+out3=imfill(out3,'holes');
+out3=bwareaopen(out3,100);
+
+figure;
+imshow(out3);
+title('Cancer cells')
+out3=im2bw(out3);
+[l,NUM]=bwlabel(out3,4);
+
+cancer=(NUM/cell)*100;
+  disp('Myeloid cells percentage is')
+    disp(cancer);
+if cancer<0.8
+    disp('Healthy. No Problem');
+elseif cancer<1 & cancer>0.5
+        disp('High myeloid cell concentration.');
+
+    elseif cancer > 1 & cancer < 8
+            disp('Initial Stage Leukemia');
+        
+        elseif cancer > 8
+                disp('Advanced Stage Leukemia');
+            
+end
+  
+
+    
\ No newline at end of file