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AI helps assess patient's risk of regenerative outcomes after treatment of peri-implantitis

AI helps assess patient s risk of regenerative outcomes after treatment of peri-implantitis
Peri-implantitis, a condition where tissue and bone around dental implants becomes infected, besets roughly one-quarter of dental implant patients, and currently there s no reliable way to assess how patients will respond to treatment of this condition.
To that end, a team led by the University of Michigan School of Dentistry developed a machine learning algorithm, a form of artificial intelligence, to assess an individual patient s risk of regenerative outcomes after surgical treatments of peri-implantitis.
The algorithm is called FARDEEP, which stands for Fast and Robust Deconvolution of Expression Profiles. In the study, researchers used FARDEEP to analyze tissue samples from a group of patients with peri-implantitis who were receiving reconstructive therapy. They quantified the abundance of harmful bacteria and certain infection fighting immune cells in each sample. ....

United States , Jeff Wang , William Giannobile , Emily Henderson , University Of Michigan School Dentistry , Harvard School Of Dental Medicine , Rogel Cancer Center , Um School Of Dentistry , Michigan School , Robust Deconvolution , Rogel Cancer , Harvard School , Um School , Artificial Intelligence , Dental Implant , Machine Learning , ஒன்றுபட்டது மாநிலங்களில் , ஜெஃப் வாங் , எமிலி ஹென்டர்சன் , பல்கலைக்கழகம் ஆஃப் மிச்சிகன் பள்ளி பல் மருத்துவம் , ஹார்வர்ட் பள்ளி ஆஃப் டெஂடல் மருந்து , ரோஜல் புற்றுநோய் மையம் , உம் பள்ளி ஆஃப் பல் மருத்துவம் , மிச்சிகன் பள்ளி , ரோஜல் புற்றுநோய் , ஹார்வர்ட் பள்ளி ,

AI helps predict treatment outcomes for patients with diseased dental implants

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Peri-implantitis, a condition where tissue and bone around dental implants becomes infected, besets roughly one-quarter of dental implant patients, and currently there s no reliable way to assess how patients will respond to treatment of this condition.
To that end, a team led by the University of Michigan School of Dentistry developed a machine learning algorithm, a form of artificial intelligence, to assess an individual patient s risk of regenerative outcomes after surgical treatments of peri-implantitis.
The algorithm is called FARDEEP, which stands for Fast and Robust Deconvolution of Expression Profiles. In the study, researchers used FARDEEP to analyze tissue samples from a group of patients with peri-implantitis who were receiving reconstructive therapy. They quantified the abundance of harmful bacteria and certain infection fighting immune cells in each sample. ....

Michigan State University , United States , Jeff Wang , William Giannobile , Yuying Xie , University Of Michigan School Dentistry , Harvard School Of Dental Medicine , Rogel Cancer Center , Um School Of Dentistry , Michigan School , Robust Deconvolution , Rogel Cancer , Harvard School , Um School , Michigan State , மிச்சிகன் நிலை பல்கலைக்கழகம் , ஒன்றுபட்டது மாநிலங்களில் , ஜெஃப் வாங் , பல்கலைக்கழகம் ஆஃப் மிச்சிகன் பள்ளி பல் மருத்துவம் , ஹார்வர்ட் பள்ளி ஆஃப் டெஂடல் மருந்து , ரோஜல் புற்றுநோய் மையம் , உம் பள்ளி ஆஃப் பல் மருத்துவம் , மிச்சிகன் பள்ளி , ரோஜல் புற்றுநோய் , ஹார்வர்ட் பள்ளி , உம் பள்ளி ,

Dental opioid prescriptions ups overdose risk for patients, families: study

A large-scale study analyzing national claims data linked dental opioid prescriptions with an increased risk for an overdose among patients and their family members. ....

United States , Romesh Nalliah , Um School Of Dentistry , University Of Michigan , American Journal , Preventive Medicine , Kao Ping Chua , Michigan Medicine , Um School , ஒன்றுபட்டது மாநிலங்களில் , உம் பள்ளி ஆஃப் பல் மருத்துவம் , பல்கலைக்கழகம் ஆஃப் மிச்சிகன் , அமெரிக்கன் இதழ் , ப்ரெவெஂடிவ் மருந்து , காவ் பிங் சுய , மிச்சிகன் மருந்து , உம் பள்ளி ,

Study finds higher risk of overdose in patients treated with opioids to reduce dental pain

Study finds higher risk of overdose in patients treated with opioids to reduce dental pain
When they go to the dentist to get a tooth pulled or another procedure, patients might not think that the prescription they receive to ease their pain could put them or their family at risk of an opioid overdose.
But a new study from the University of Michigan shows that overdose rates were two and a half times higher among patients who filled a prescription for an opioid medication after a dental procedure, compared with those who didn t fill such a prescription.
Overdose rates were also higher among the family members of such patients - possibly from misuse of the leftover pills. ....

United States , Romesh Nalliah , Emily Henderson , Um Institute For Healthcare , Michigan Opioid Prescribing Engagement Network , Um School Of Dentistry , School Of Dentistry , University Of Michigan , American Journal , Preventive Medicine , Um Medical School , Ping Chua , Michigan Medicine , Child Health Evaluation Research Center , Um Institute , Healthcare Policy , Senior Author , Um School , Medical School , Mental Health , ஒன்றுபட்டது மாநிலங்களில் , எமிலி ஹென்டர்சன் , உம் நிறுவனம் க்கு சுகாதாரம் , மிச்சிகன் ஓபியாய்டு ப்ரிஸ்க்ரைபிஂக் நிச்சயதார்த்தம் வலைப்பின்னல் , உம் பள்ளி ஆஃப் பல் மருத்துவம் , பள்ளி ஆஃப் பல் மருத்துவம் ,

Treating dental pain with opioids linked to higher risk of overdose in patients & families

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When they go to the dentist to get a tooth pulled or another procedure, patients might not think that the prescription they receive to ease their pain could put them or their family at risk of an opioid overdose.
But a new study from the University of Michigan shows that overdose rates were two and a half times higher among patients who filled a prescription for an opioid medication after a dental procedure, compared with those who didn t fill such a prescription.
Overdose rates were also higher among the family members of such patients - possibly from misuse of the leftover pills. ....

United States , Jenniferf Waljee , Brooke Kenney , Romesh Nalliah , National Institute On Drug Abuse , Um Institute For Healthcare , Mental Health Services Administration , Michigan Opioid Prescribing Engagement Network , Um School Of Dentistry , Um Precision Health , School Of Dentistry , University Of Michigan , Benter Foundation , American Journal , Preventive Medicine , Um Medical School , Ping Chua , Michigan Medicine , Child Health Evaluation Research Center , Um Institute , Healthcare Policy , Um School , Substance Abuse , National Institute , Drug Abuse , ஒன்றுபட்டது மாநிலங்களில் ,