You will do this here by drawing markers around surgical tools in images from a live operation. 5-10 minutes of your time will give us valuable data for making digital tools to help surgeons.Improving surgery one image at a timeSurgeons are increasingly using smart digital tools to navigate complex operations, making surgery better and safer.
Do you remember what driving was like before GPS became every driver's staple tool? These days a GPS system not only directs you along a predetermined route, but can also propose changes to the route in real-time, based on traffic, weather or a near-by accident. That way you arrive home reliably, quickly and safely.Digital tools can similarly help surgeons prepare for and perform surgery to deliver patients home quickly and safely.
The algorithms running these tools will make a huge impact in how operations are performed.Why we need your helpA roadblock to training algorithms for digital tools is the lack of well annotated datasets. The human body can be unpredictable and algorithms attempting to navigate it must assess the situation based on what they see.
Before an algorithm can learn to analyse surgical data, it must be trained to recognise instruments and other objects from clearly labelled photos and videos. Researchers currently make these labels by hand, which can be error-prone and slow.With your help we can drastically speed up the creation of training sets, train algorithms and bring digital tools to the OR!What we will do with your annotationsOur first goal is to create an algorithm that can recognise and track a variety of surgical instruments.
Your annotations will help us take the first step towards this goal - recognising where an instrument is located in an image.You will see images from real surgeries and will be asked to draw a polygon around specific instruments as you see them. This polygon will be fed to our algorithm as information about what constitutes an instrument in an image, eventually teaching it to recognise the instrument itself.
Want to help us?Navigate over to Surgical Tool Marker and start annotating here!Thank you for helping us, we appreciate and value your contribution to this project!
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