M. A. Muneer
@muneebahmadmuneer.bsky.social
Medical student | Aspiring neurologist | Brain researcher | ISTAART Ambassador 2025 | IYNA Outreach Coordinator | Computational Neuroscience – NMA 2025 | Focused on cognition, neurodegeneration, and global neuroscience research
Proud to share our new paper in Alzheimer’s & Dementia: DADM.
Using NACC data (n=52,537), we built a lightweight, interpretable ML model for Alzheimer’s prediction.
Our 19-feature LightGBM hit ROC-AUC 0.90 with strong clinical value.
Link: alz-journals.onlinelibrary.wiley.com/doi/10.1002/...
Using NACC data (n=52,537), we built a lightweight, interpretable ML model for Alzheimer’s prediction.
Our 19-feature LightGBM hit ROC-AUC 0.90 with strong clinical value.
Link: alz-journals.onlinelibrary.wiley.com/doi/10.1002/...
A lightweight machine learning tool for Alzheimer's disease prediction
INTRODUCTION
Alzheimer's disease (AD) is a progressive neurodegenerative disorder that needs better predictive tools. Using the National Alzheimer's Coordinating Center Uniform Data Set, this study .....
alz-journals.onlinelibrary.wiley.com
November 23, 2025 at 1:26 PM
Proud to share our new paper in Alzheimer’s & Dementia: DADM.
Using NACC data (n=52,537), we built a lightweight, interpretable ML model for Alzheimer’s prediction.
Our 19-feature LightGBM hit ROC-AUC 0.90 with strong clinical value.
Link: alz-journals.onlinelibrary.wiley.com/doi/10.1002/...
Using NACC data (n=52,537), we built a lightweight, interpretable ML model for Alzheimer’s prediction.
Our 19-feature LightGBM hit ROC-AUC 0.90 with strong clinical value.
Link: alz-journals.onlinelibrary.wiley.com/doi/10.1002/...
Thrilled to share our new publication in Alzheimer’s & Dementia: DADM.
We developed a lightweight, interpretable ML tool for Alzheimer’s prediction using NACC data (n=52,537).
A 19-feature LightGBM model reached ROC-AUC 0.90 with strong clinical applicability.
Link: dx.doi.org/10.1002/dad2...
We developed a lightweight, interpretable ML tool for Alzheimer’s prediction using NACC data (n=52,537).
A 19-feature LightGBM model reached ROC-AUC 0.90 with strong clinical applicability.
Link: dx.doi.org/10.1002/dad2...
November 18, 2025 at 3:16 PM
Thrilled to share our new publication in Alzheimer’s & Dementia: DADM.
We developed a lightweight, interpretable ML tool for Alzheimer’s prediction using NACC data (n=52,537).
A 19-feature LightGBM model reached ROC-AUC 0.90 with strong clinical applicability.
Link: dx.doi.org/10.1002/dad2...
We developed a lightweight, interpretable ML tool for Alzheimer’s prediction using NACC data (n=52,537).
A 19-feature LightGBM model reached ROC-AUC 0.90 with strong clinical applicability.
Link: dx.doi.org/10.1002/dad2...
Reposted by M. A. Muneer
Hey y'all - please vote for your new Sex & Gender Professional Interest Area for the Alzheimer's Association ISTAART!!!!
Voting closes JUNE 25!!!
alz.surveymonkey.com/r/T8GC8J6
Voting closes JUNE 25!!!
alz.surveymonkey.com/r/T8GC8J6
2025 PIA Executive Committee Elections
2025 PIA Executive Committee Elections
alz.surveymonkey.com
June 13, 2025 at 3:27 PM
Hey y'all - please vote for your new Sex & Gender Professional Interest Area for the Alzheimer's Association ISTAART!!!!
Voting closes JUNE 25!!!
alz.surveymonkey.com/r/T8GC8J6
Voting closes JUNE 25!!!
alz.surveymonkey.com/r/T8GC8J6
Happy to share that I’ve been selected as an @istaart.bsky.social Ambassador for 2025!
Grateful to the @alzassociation.bsky.social for this opportunity to represent and advocate for global Alzheimer’s research and collaboration.
Excited to connect and contribute at #AAIC2025 — see you there!
Grateful to the @alzassociation.bsky.social for this opportunity to represent and advocate for global Alzheimer’s research and collaboration.
Excited to connect and contribute at #AAIC2025 — see you there!
Delighted to welcome our new class of ISTAART Ambassadors for 2025! This year's 43 Ambassadors represent 27 countries across the globe. They'll work with us at #AAIC25 Toronto & online & we'll be mentoring them over the next year!
Meet them at alz.org/ISTAARTambassadors
@alzassociation.bsky.social
Meet them at alz.org/ISTAARTambassadors
@alzassociation.bsky.social
June 14, 2025 at 12:22 AM
Happy to share that I’ve been selected as an @istaart.bsky.social Ambassador for 2025!
Grateful to the @alzassociation.bsky.social for this opportunity to represent and advocate for global Alzheimer’s research and collaboration.
Excited to connect and contribute at #AAIC2025 — see you there!
Grateful to the @alzassociation.bsky.social for this opportunity to represent and advocate for global Alzheimer’s research and collaboration.
Excited to connect and contribute at #AAIC2025 — see you there!