Using artificial intelligence in dentistry

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mafiaxxx
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Using artificial intelligence in dentistry

Post by mafiaxxx » Mon Jul 22, 2019 2:45 pm

Us as computer guys and programmers should be making a strong push to integrate AI into dental practices.
So far I am directing AI ness at appointments and filling schedules.
I'm talking fully automation where the system actively hunts the database for patients. Calls them, speaks to them via phone or text. Then updates your local or cloud practice management database with the necessary information.
Has anyone done this yet?
If not you guys should be getting on it.
AI has also made huge advancements in its anomaly detection and image mapping features. These can be easily incorporated into dental xrays.
How about an AI system that scans a current xray database for caries. makes its own caries database then looks into if procedures were ever done on what was detected.
Short Circuited Computer Services
Medical and Dental Computer Techs.
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cmcgehee
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Re: Using artificial intelligence in dentistry

Post by cmcgehee » Mon Jul 22, 2019 4:55 pm

My take on "AI-powered" chatbots is that they are still too brittle to do much useful work. At this point, an online form would be more effective for scheduling appointments.

I do agree that machine image recognition is ready to start diagnosing dental caries, but I don't think Open Dental is the right company to do this. Our software doesn't actually deal with radiograph images; we simply bridge to dozens of other programs that store and analyze image data.
Chris McGehee
Open Dental Software
http://www.opendental.com

mafiaxxx
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Re: Using artificial intelligence in dentistry

Post by mafiaxxx » Tue Jul 23, 2019 10:27 am

disagree on the AI chatbots because I'm developing one that works.
i was just musing about future things AI can do in dentistry regarding the xrays etc.
Short Circuited Computer Services
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jordansparks
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Re: Using artificial intelligence in dentistry

Post by jordansparks » Sat Sep 28, 2019 6:21 pm

I won't be happy until the machines are doing all the dentistry themselves. Everything between here and there is just stepping stones. My Alexa is not efficient. The only thing it does is let me access very simple data when there is no mouse or keyboard available, and change the music settings when my hands are wet. If this is the best Amazon can do, I don't see how we could do better with any voice interface. I get pretty ticked off if a computer tries to talk to me on the phone.
I'll look into the radiograph enhancements. Seems like we have higher priorities in that area, like mounting an FMX layout.
Jordan Sparks, DMD
http://www.opendental.com

drawab
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Re: Using artificial intelligence in dentistry

Post by drawab » Wed Jan 15, 2020 5:59 am

The more digitized our practices become, the more possibilities shall open up into exploring how Deep Learning & AI can sift thru data in Open Dental.

One amazing thing about OpenDental is the accessibility to all our data via User Queries - but you still need a super scientist on the front desk to comprehend the output and fill the gaps - as Deep Learning is mainly to understand the interplay of data to be easily comprehended by humans - but truly User Queries output, I'm told that's just scratching the surface in regards to Deep learning in Dentistry

I stumbled across a paper trying to see what has been done in Dentistry

PAPER:-
An overview of deep learning in the field of dentistry
https://synapse.koreamed.org/DOIx.php?i ... 019.49.1.1
--- But beyond CBCT / Xrays and a few other items I still don't see true practice related Deep Learning kicking much dirt in dentistry (note: open the table in the same paper / read the Full Name & Object to see the scope of each research paper)

But I think there is a lot more that can be done to dig deeper into the data that exists in our database

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