Week7

With the end of our summer immersion approaching, I feel sad to say goodbye to all the persons I've met in the hospital during this summer. The past 7 weeks has been very fulfilling and exciting to me, and I will never forget my experience here. As a student will electrical engineering background, I never thought that I can be able to go to a real operation room in the hospital and observe doctors operating on surgeries. But in the past 7 weeks, I was able to go to OR every week, and there's always surgery techniques that are impressing to me.

Beside clinical experience, I also had a research project, automatic segmentation of zebra fish neuron images. As I have presented in my previous bloggers, for my project, I have tried several different algorithms. The first is simple thresholding. It is usually used as a preprocessing step in image analysis. The second method is watershed algorithm. It works pretty well, but, it's very sensitive to noise, resulting in over segmentations. In order to overcome this problem, I tried another algorithm based on watershed, watershed-based neutrosophic approach. However, this method couldn't fix that problem. Then I figured out another way, apply another image segmentation algorithm to regions with low SNR, after apply watershed to the original image. It works very well.