4 ms·
I worked on an autocontouring model but we could not get very high accuracy for it to be adopted commercially. The algorithm would work for some organs but woul
by tarunkotia 1y ago
I worked on an autocontouring model but we could not get very high accuracy for it to be adopted commercially. The algorithm would work for some organs but would totally freak-out on the others. And if the anatomy was out of norm then it would not work at all. This was 5 years ago, I see Siemens [0] has a similar tool. I remember shadowing a dosimetrist contouring all the Organs-At-Risk (OAR) and it took about 3-4 hours to contour one CT image of thoracic region. Do you know how much better the autocontouring tools have become?
[0] https://www.siemens-healthineers.com/en-us/radiotherapy/software-solutions/autocontouring https://www.siemens-healthineers.com/en-us/radiotherapy/soft...
- justlikereddit 1y agoSegmenting algorithms is massively improved from 5 years ago. How much the actual SOTA is used on the work floor though is always a hit and miss.
- seesthruya 1y agoAgreed, and from what I understand radiation oncology treatment planning has benefited from this.