Aswathy M a

4 Questions 9 Answers 0 Followers

Questions related from Aswathy M a

Can we classify histopathology images without segmentation?

How feasible it is to classify cancer images without segmenting out the nuclei.? I am not talking about deep learning algorithms but classification using ANN, SVM etc. If we classify the images,...

23 October 2021 1,433 5 View

We know transfer learning is used immensely now a days. Shall we use a model trained on coco dataset for cancer detection.?

The answer is Yes. The cancer images eg: histopathology images are entirely different from coco dataset images like cat,, dog, van etc. As the coco dataset features are also different from cancer...

16 December 2020 2,723 5 View

What is the importance of segmentation of histopathology images prior to classification?

I wanted to know how a classifier model will be affected by a poorly segmented image?

22 September 2020 8,341 14 View

I have two H and E stained histopathology image datasets of breast. I wanted to use both for training a single algorithm. So how can i do this?

Should I combine both the datasets and train the ML algorithm or should I need to train the algorithm separately with the datasets and test on a single set.The test set is the combination of both...

09 May 2020 6,743 5 View