Several discussions praise the article for its innovative approach using speech analysis and mention how it could revolutionize early detection of Alzheimer's, with phrases like 'game changer' and 'timely interventions' conveying enthusiasm and perceived high impact. The tone is optimistic and focused on technological advancements, indicating strong engagement and interest from the community.
AgreementStrong agreement
Most discussions overwhelmingly support the novelty and importance of the research, emphasizing the potential of speech analysis for early detection.
InterestHigh interest
Participants show high interest, frequently mentioning the practical applications and exciting implications of the study.
EngagementHigh engagement
Posts delve into methodological details, collaborations, and future applications, indicating deep engagement.
ImpactHigh impact
Many highlight the significant potential impact on early diagnosis, treatment planning, and technological innovation in healthcare.
Abstract in brief
The study developed an automated method using speech analysis and machine learning to predict whether individuals with mild cognitive impairment (MCI) will develop Alzheimer's disease (AD) within six years, with an accuracy of 78.5%.
The approach analyzes speech from neuropsychological tests, incorporating basic demographic info like age, sex, and education, making it a potentially inexpensive and accessible screening tool.
This AI-powered system can enable remote, cost-effective, and easy-to-administer assessments, aiding early detection and intervention for Alzheimer's by predicting disease progression through speech data.]
Too bad the White House 'Speeches & Remarks' archive are edited for clarity.
If the raw transcripts were published, it would be pretty simple to analyse them with an LLM trained to predict cognitive impairment.
https://t.co/zYYT4LqUgZ
https://t.co/QxmuPrT70s
Excited about this work, which is joint with my Ph.D. students @AminiSamm, Boran Hao, Jingmei Yang, and colleagues Rhoda Au and @vkola_lab . Data from @FraminghamStudy were key. The paper is at https://t.co/a2PZbjogjw and the related @BU_Tweets story at https://t.co/nKv5z7qDbU https://t.co/ZlzAQWSNg0
Jun 25, 2024 · 16 likes · 3 shares · 712 followersView post →
ET
Eric Topol
@EricTopol · X
Add speech
https://t.co/4cZd1c14Zg
Jun 25, 2024 · 15 likes · 7 shares · 681,805 followersView post →
NN
Neuroscience News
@NeuroscienceNew · X
“Prediction of Alzheimer’s disease progression within 6 years using speech: a novel approach leveraging language models” by Ioannis Paschalidis et al. Alzheimer’s & Dementia
https://t.co/Hkxq5lod8F
3/3
Jun 25, 2024 · 5 likes · 2 shares · 507,146 followersView post →
YP
Yannis Paschalidis
@YPaschalidis · X
An interesting angle by the @WSJ (https://t.co/8dzAs6tNcU) on our work that predicts #dementia from #Alzheimer's disease years after early signs of mild cognitive impairment. Our paper is at https://t.co/bKGoiqONn9
Aug 26, 2024 · 5 likes · 3 shares · 712 followersView post →
SR
SwissCognitive, AI Venture, Advisory & Research
@SwissCognitive · X
Boston researchers develop an #AI model that predicts early Alzheimer's, opening the door for timely interventions and improving patient outcomes.
Feeding male rats a high-fat diet for nine weeks alters their gut microbiome, increases serotonin-related gene expression in the brain, and leads to more anxiety-like behaviors. The study highlights microbiome-gut-brain…
This video discusses an automated method using speech analysis and machine learning to predict Alzheimer's disease within six years, achieving 78.5% accuracy. The approach utilizes neuropsychological test speech data…
Prediction of Alzheimer's disease progression within 6 years using speech: A novel approach leveraging language models - Amini - 2024 - Alzheimer's & Dementia - Wiley Online Library https://t.co/4n6AijMHKl
Delighted to see our recent work on predicting #Alzheimer's disease (https://t.co/9VrykPYTDX) to make it to the top 10 most read stories by The Brink (it is #3 at https://t.co/47H9lJ8BRS), @BU_Tweets's research news outlet.
Prediction of Alzheimer's disease progression within 6 years using speech: A novel approach leveraging language models - Amini - 2024 - Alzheimer's & Dementia - Wiley Online Library https://t.co/a8UxqSnAjE
RT @YPaschalidis: An interesting angle by the @WSJ (https://t.co/8dzAs6tNcU) on our work that predicts #dementia from #Alzheimer's disease…
Aug 26, 2024 · 3 shares · 765 followersView post →
YP
Yannis Paschalidis
@YPaschalidis · X
An interesting angle by the @WSJ (https://t.co/8dzAs6tNcU) on our work that predicts #dementia from #Alzheimer's disease years after early signs of mild cognitive impairment. Our paper is at https://t.co/bKGoiqONn9
Aug 26, 2024 · 5 likes · 3 shares · 712 followersView post →
MP
Mike Lustgarten, PhD
@mike_lustgarten · X
Prediction of Alzheimer's disease progression within 6 years using speech: A novel approach leveraging language models - Amini - Alzheimer's & Dementia - Wiley Online Library https://t.co/UxmaMB3qK4
Too bad the White House 'Speeches & Remarks' archive are edited for clarity.
If the raw transcripts were published, it would be pretty simple to analyse them with an LLM trained to predict cognitive impairment.
https://t.co/zYYT4LqUgZ
https://t.co/QxmuPrT70s
Prediction of Alzheimer's disease progression within 6 years using speech: A novel approach leveraging language models - Amini - Alzheimer's & Dementia - Wiley Online Library https://t.co/lEYdl5Piic
Amini S, Hao B, Yang J, et al. Prediction of Alzheimer's disease progression within 6 years using speech: A novel approach leveraging language models. Alzheimer's Dement. 2024; 1-9.
https://t.co/X4s8nnrLZN
@WBUR, Boston's NPR radio station, reports on our work on predicting #Dementia associated with #AlzheimersDisease reported by @BU_Tweets (https://t.co/nKv5z7q5mm) and published at https://t.co/a2PZbjnItY. https://t.co/aZPo7nZyYt
@JasonSynaptic @zenbrainest I respect your opinion and understand why you don't think speculation is helpful. The truth is that it's possible. In lieu of a PET scan we'll never see, how about NLP speech recognition analysis, though his lifelong stutter would be a confound? https://t.co/84xKGj764A
Prediction of Alzheimer's disease progression within 6 years using speech: A novel approach leveraging language models - Amini - Alzheimer's & Dementia - Wiley Online Library https://t.co/u7WMCLqPid
Prediction of Alzheimer's disease progression within 6 years using speech: A novel approach leveraging language models - Amini - Alzheimer's & Dementia - Wiley Online Library https://t.co/h07419ubCZ
TW : Prediction of Alzheimer's disease progression within 6 years using speech: A novel...: ...prognosis for Alzehimer's disease.1 BACKGROUNDAlzheimer's disease (AD) is the most common cause of dementia and has a ... Heart Association, the Alzheimer's… https://t.co/FaNyhAPOCJ
Jun 27, 2024 · 7 shares · 4,264 followersView post →
C
CMIN
@IcahnCMIN · X
OUT NOW! @AminiSamm, Boran Hao, @YPaschalidis, et al. applied natural language processing techniques along w/ machine learning methods to develop method for automated prediction of progression to AD w/in 6 years using speech. @BU_Tweets @alzdemjournals
https://t.co/1HiECpHMSA
Jun 26, 2024 · 7 shares · 442 followersView post →
W
Wimen
@1a31551c566e43d · X
RT @EricTopol: Add speech
https://t.co/4cZd1c14Zg
Jun 26, 2024 · 7 shares · 670 followersView post →
NN
Neuroscience News
@NeuroscienceNew · X
“Prediction of Alzheimer’s disease progression within 6 years using speech: a novel approach leveraging language models” by Ioannis Paschalidis et al. Alzheimer’s & Dementia
https://t.co/Hkxq5lod8F
3/3
Jun 25, 2024 · 5 likes · 2 shares · 507,146 followersView post →
DD
Diane Dewhirst
@NJdoc · X
RT @EricTopol: Add speech
https://t.co/4cZd1c14Zg
Jun 25, 2024 · 7 shares · 20,568 followersView post →
CR
Compound Researcher
@Compoundarxiv · X
https://t.co/ouIxlo48dh
Jun 25, 2024 · 1 like · 2,423 followersView post →
KL
Kolachalama laboratory
@vkola_lab · X
RT @YPaschalidis: Excited about this work, which is joint with my Ph.D. students @AminiSamm, Boran Hao, Jingmei Yang, and colleagues Rhoda…
Jun 25, 2024 · 3 shares · 311 followersView post →
YP
Yannis Paschalidis
@YPaschalidis · X
Excited about this work, which is joint with my Ph.D. students @AminiSamm, Boran Hao, Jingmei Yang, and colleagues Rhoda Au and @vkola_lab . Data from @FraminghamStudy were key. The paper is at https://t.co/a2PZbjogjw and the related @BU_Tweets story at https://t.co/nKv5z7qDbU https://t.co/ZlzAQWSNg0
Jun 25, 2024 · 16 likes · 3 shares · 712 followersView post →
TP
The Royal Vox Post
@RoyalVoxPost · X
#Neurology #AI: new machine learning model can predict whether someone with mild cognitive impairment will develop #Alzheimer’s within six years from speech patterns. The model could help design treatments that can slow the disease’s progression - https://t.co/YVPKH3ni99 https://t.co/BXl4NyNQ2J
https://alz-journals.onlinelibrary.wiley.com/doi/full/10.1002/alz.13886 [дата звернення: 02.06.2025]. 7. Torey Van Oot, Robot made to help dementia patients ...