AI-Powered ScribblePrompt Slashes Annotation Time by 28%—Boosting Medical Accuracy and Speed

ScribblePrompt helps doctors analyze medical images faster and more accurately, improving overall efficiency.

[{"selector":"#anim-71786015-070a-4b81-a04f-bba5e84994c6","keyframes":{"opacity":[0,1]},"delay":200,"duration":2000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-c635fbcb-7a6f-405f-8a7c-8a0f3ef1651e","keyframes":{"transform":["translate3d(94.57701%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":200,"duration":2000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-068ba7c5-802b-49d5-83b0-f3e923b108ca","keyframes":{"opacity":[0,1]},"delay":800,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-079d8aac-864d-44c4-ab82-3aeb73ec3a26","keyframes":{"opacity":[0,1]},"delay":250,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-0aaa39a4-a9a1-41ba-8384-48a8df468598","keyframes":{"transform":["translate3d(-115.55555%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":250,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Photo Source: Google

[{"selector":"#anim-f8609e52-4c6a-47d0-8da7-301f1bc6adef","keyframes":{"opacity":[0,1]},"delay":800,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-a230c5da-2d8f-450c-a832-6d067c6eb50d","keyframes":{"opacity":[0,1]},"delay":0,"duration":2000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-04cdad9a-67cc-4a76-9534-fcb5f6c05ba7","keyframes":{"transform":["translate3d(0px, -99.83592%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-93b9aa4a-03bd-4e7b-b506-7448633e0891","keyframes":{"opacity":[0,1]},"delay":250,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-81235b5e-d545-4607-8a7f-57d78ba2d0a4","keyframes":{"transform":["translate3d(0px, 239.02787%, 0)","translate3d(0px, 0px, 0)"]},"delay":250,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Look for a vintage, statement sofa for your seating area. Scour Ebay, or go to garage sales in your town! Photo Source: Google

The tool simplifies annotations across various medical images, including MRI, ultrasound, and skin photos.

[{"selector":"#anim-66d0a587-9217-4a9c-ae64-18df30207026","keyframes":{"opacity":[0,1]},"delay":200,"duration":2500,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-8604fdbb-28af-46cb-8932-bc997b5d34f8","keyframes":{"transform":["translate3d(92.40247%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":200,"duration":2500,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-5282cc39-7823-44e4-b775-b1cd548b1beb","keyframes":{"opacity":[0,1]},"delay":800,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-454da6c0-70c6-4670-9705-fc17e3101139","keyframes":{"opacity":[0,1]},"delay":250,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-3f4899e1-4a64-4c96-871d-9dae58383ff0","keyframes":{"transform":["translate3d(-115.18988%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":250,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Photo Source: Google

[{"selector":"#anim-b76e2969-2ab6-4306-be97-65cb72bf6c1c","keyframes":{"opacity":[0,1]},"delay":800,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-157e726f-a54d-4aeb-87bd-df728417c525","keyframes":{"opacity":[0,1]},"delay":250,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-e67c3156-fbea-437a-9dd7-df9334d9a80c","keyframes":{"transform":["translate3d(0px, 190.94647%, 0)","translate3d(0px, 0px, 0)"]},"delay":250,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-1b2a5e0f-1815-4cb9-af13-d96681a2405d","keyframes":{"opacity":[0,1]},"delay":0,"duration":2000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-c9dbbd82-1c37-486f-a7d8-fbc00fd89568","keyframes":{"transform":["translate3d(0px, -99.83522%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Unlike older models, it works without extensive pre-training, utilizing simulated annotations to handle unseen images. Photo Source: Google

ScribblePrompt reduces annotation time by 28% compared to Meta’s Segment Anything Model (SAM).

[{"selector":"#anim-88cfe68a-f455-44cc-8d2f-2fde062ce113","keyframes":{"opacity":[0,1]},"delay":0,"duration":2000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-f97a1414-41e4-4d3b-8aa5-4691937e6103","keyframes":{"transform":["translate3d(85.47718%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-a626ec74-19d9-4273-b6eb-d354d0ca6b6d","keyframes":{"opacity":[0,1]},"delay":800,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-e6b34fc2-1a72-4e4f-85dd-3c742b224d88","keyframes":{"opacity":[0,1]},"delay":250,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-2c9410c6-fe9d-48eb-a3db-d9f761a5898f","keyframes":{"transform":["translate3d(-115.18988%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":250,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Photo Source: Google

[{"selector":"#anim-53ab3148-fe5a-4ce8-b95a-f629365d3667","keyframes":{"opacity":[0,1]},"delay":800,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-cec7d013-737d-46c2-9f6a-34da2e4bf0ce","keyframes":{"opacity":[0,1]},"delay":0,"duration":2000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-6dbc88cd-302b-40b0-a130-6570a3a1bcae","keyframes":{"transform":["translate3d(0px, -99.83661%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-9ca9d24b-a408-46a6-b0e2-054175c57341","keyframes":{"opacity":[0,1]},"delay":250,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-3b6b023e-6788-4102-a080-0accfbc47add","keyframes":{"transform":["translate3d(0px, 189.09465%, 0)","translate3d(0px, 0px, 0)"]},"delay":250,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] This reduction in time allows for faster diagnoses and treatment plans through more efficient image segmentation. Photo Source: Google

It allows for easy refinement of image segmentation with "negative scribbles," helping to exclude unwanted areas.

[{"selector":"#anim-52426962-7bc5-4e84-8f50-42a1f72c6927","keyframes":{"opacity":[0,1]},"delay":0,"duration":2000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-b2fdb489-c5b2-42fd-bb62-33910de69917","keyframes":{"transform":["translate3d(92.56198%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-266d1c06-ebb0-4a9f-b6f4-543fc3d123ff","keyframes":{"opacity":[0,1]},"delay":800,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-93884a1b-8632-4df3-8508-5855b1b2bbc1","keyframes":{"opacity":[0,1]},"delay":250,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-6f3f19d7-89e7-4c4e-b6aa-869832f57e61","keyframes":{"transform":["translate3d(-115.18988%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":250,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Photo Source: Google

[{"selector":"#anim-16937a38-fd87-469a-9fe4-60419f8dc7d2","keyframes":{"opacity":[0,1]},"delay":800,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-d61d3ab4-2f12-4e08-a917-33db5f0fc54b","keyframes":{"opacity":[0,1]},"delay":250,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-30ba6177-612e-4585-8e44-8a097e188b46","keyframes":{"transform":["translate3d(0px, 191.87239%, 0)","translate3d(0px, 0px, 0)"]},"delay":250,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-e1709df3-7143-4156-bd06-4a4423294020","keyframes":{"opacity":[0,1]},"delay":0,"duration":2000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-0a232d2a-d365-4d25-afce-5e046f8aec41","keyframes":{"transform":["translate3d(0px, -99.83452%, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] A user study revealed that 93.8% of neuroimaging researchers preferred ScribblePrompt over SAM for corrections. Photo Source: Google

Already being used in clinical settings, ScribblePrompt outperforms existing methods in tests on new datasets.

[{"selector":"#anim-edf70e09-1fea-4ffe-a25c-801d4547c6c9","keyframes":{"opacity":[0,1]},"delay":0,"duration":2000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-61f15a39-999f-49ee-a96d-925416ed40fb","keyframes":{"transform":["translate3d(92.56198%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":2000,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-9538ae83-829d-4d34-a1d9-680f94153bdd","keyframes":{"opacity":[0,1]},"delay":800,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-252857d9-6912-4243-aeec-2fd8509f62a7","keyframes":{"opacity":[0,1]},"delay":250,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] [{"selector":"#anim-16609eb2-8e00-42b1-945a-ba8e5e2f1a2a","keyframes":{"transform":["translate3d(-115.18988%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":250,"duration":1300,"easing":"cubic-bezier(0.2, 0.6, 0.0, 1)","fill":"both"}] Photo Source: Google

[{"selector":"#anim-ac8750be-bd42-4fb0-b738-07b9c3b4b2be","keyframes":{"transform":["translate3d(-115.38462%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-de735b93-7662-4a06-b9e7-f5024f299d49","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-52783984-831a-46f2-8c35-7d0991533a9d","keyframes":{"transform":["scale(0.15)","scale(1)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"forwards"}] [{"selector":"#anim-7fc1a90b-c5ce-4464-8741-748eff2b5302","keyframes":{"transform":["translate3d(114.82649%, 0px, 0)","translate3d(0px, 0px, 0)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-360545f9-2dab-4922-a3e3-9acd4bb35885","keyframes":{"opacity":[0,1]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] [{"selector":"#anim-9ee07a0a-8e51-49c6-aa06-358761121956","keyframes":{"transform":["scale(0.15)","scale(1)"]},"delay":0,"duration":600,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"forwards"}] [{"selector":"#anim-38135706-51c4-49c6-994a-1ac865ff8525","keyframes":{"opacity":[0,1]},"delay":0,"duration":2000,"easing":"cubic-bezier(0.4, 0.4, 0.0, 1)","fill":"both"}] New Solar Tech Surpasses 36% Efficiency—Find Out How Soltec and Fraunhofer ISE Did It Learn more