19 karma · joined December 31, 2019
The radiation oncologist will outline the tumour and a few organs at risk manually. This segmentation algorithm would then steps in and outlines organs that the doctor would not have traditionally contoured. For a lung lesion the RO may contour the lesion and the heart but might not contour both lungs and the diaphragm.
We can then input these segmentations into a treatment planning optimization algorithm that sets the radiation beam angles and collimation to meet constraints that minimize organ dose and maximize tumour dose. So in effect the application of this sort of segmentation is to give more information to an optimizer.
Not that it doesn't have its problems! But I think it's important to note that the application is not diagnostic
Anyways, seemed like he has a gem of a website the type of which HN likes. He has a fondness for Lewis Carol which sometimes comes through in the notes. Also I couldn't help but to try to game his hit counter on the home page as I thought it might make him happy.
For example, the largest fire in 2017 was larger than the total area burned in any previous year. While 2018 surpassed the record breaking total area burned from 2017.
They were accompanied by a weather pattern that we hadn't seen before: We were setting records for the BUI, an index to track moisture content in trees, by mid June. This was accompanied by record flooding. I watched on lookout as 70 km winds pushed a fire 40 km down a valley in one day. So the primary variable in my mind was always the odd weather. I'm sure that fire suppression and invasive species are variables but the weighting was perhaps 10:1 to weather in the anomalous years.
[0] https://www2.gov.bc.ca/gov/content/safety/wildfire-status/ab...