Skip to main content

Looking for open image sets for machine learning radiomics

Hi there!

I'm a research medical physicist working on some machine learning radiomics research and have run into a wall. I have a very small data set provided for me by my affiliated hospital, and it is just not enough to train the model for conclusive results.

I have asked for more data, however, it is unclear when they will be able to provide it. I understand the physicists/clinicians in the hospital need to sort through and anonymize the patient images and they have packed schedules as is.

I'm wondering if anyone here knows of an open image dataset I would be able to use to supplement my training set. I have looked through TCIA but would like to hear any suggestions you have!

I'm looking for lung CT images, preferably over the course of treatment. I'm specifically looking at radiation induced tissue damage, and that has been the hardest thing to find in open source image sets.

Thank you for any suggestions!

submitted by /u/onechillpill
[link] [comments]

source https://www.reddit.com/r/Radiology/comments/l8uhbl/looking_for_open_image_sets_for_machine_learning/

Comments

Popular posts from this blog

Two teenage boys experimenting with magnetic balls.

submitted by /u/Funtimestic [link] [comments] source https://www.reddit.com/r/Radiology/comments/sqr6wc/two_teenage_boys_experimenting_with_magnetic_balls/

Onetonline salary search change?

Did this change? I am having a hard time finding the same lists I saw 2 months ago. https://www.onetonline.org/link/summary/29-2034.00#AdditionalInformation https://www.onetonline.org/link/localwages/29-2034.00?st=OR&p=hourly I used to be able to see wage by area and sort it by state and see the differences per state and per city in every state. I can't seem to find this same list anymore. I can see a bell curve but I can't sort by state or wage or anything. Thanks! submitted by /u/xxDamnationxx [link] [comments] source https://www.reddit.com/r/Radiology/comments/h9oqup/onetonline_salary_search_change/

Question regarding ultrasound

Hello radiologists, I have a quick question regarding ultrasounds of the scrotum. (Not asking for medical advice just wondering about something). I’ve done an ultrasound of the scrotum and the radiologist only took pictures of the right side of the testicle and then the left side but not in between so my question is, do ultrasounds show all “angles” of a testicle or does the device need to be held at various areas to show a full testicle? Because if only one side of the testicle is seen then wouldn’t the other side be as important in diagnosing something? Thanks! submitted by /u/doomyboomy [link] [comments] source https://www.reddit.com/r/Radiology/comments/oi2nmk/question_regarding_ultrasound/