Kolachalama laboratory
@vkola-lab.bsky.social
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Associate Professor @ Boston University Website:
https://vkola-lab.github.io
Pleased to share our perspective article entitled "An AIāfirst framework for multimodal data in Alzheimer's disease and related dementias" - Alzheimer's & Dementia -
alz-journals.onlinelibrary.wiley.com/doi/10.1002/...
@alzdemjournals.bsky.social
@istaart.bsky.social
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An AIāfirst framework for multimodal data in Alzheimer's disease and related dementias
Advancing the understanding and management of Alzheimer's disease and related dementias requires integrating and analyzing diverse data modalities. Traditional diagnostic tools, like neuroimaging, p...
https://alz-journals.onlinelibrary.wiley.com/doi/10.1002/alz.70719
4 days ago
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Our new paper in Human Brain Mapping presents an anatomy-guided, modality-agnostic framework to assess disease-related abnormalities in brain MRI. Please check it out!
doi.org/10.1002/hbm....
@bostonu.bsky.social
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AnatomyāGuided, ModalityāAgnostic Segmentation of Neuroimaging Abnormalities
Region ModalMix is a data augmentation strategy that leverages brain parcellations to improve MRI-based tumor segmentation under missing modality conditions. By mixing anatomical regions across avail...
https://doi.org/10.1002/hbm.70329
10 days ago
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reposted by
Kolachalama laboratory
Boston University Chobanian & Avedisian School of Medicine
about 2 months ago
A new AI tool designed by researchers at Boston University helps to accurately predict biomarkers of Alzheimerās disease. To learn more, click here:
bit.ly/4mfrUpK
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BU researchers create new AI tool to predict markers of Alzheimerās disease
Researchers at Boston University Chobanian & Avedisian School of Medicine have built an artificial intelligence tool that can accurately predict key signs of Alzheimerās disease, the school announced ...
https://bit.ly/4mfrUpK
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A nice video summary of our paper entitled "Multimodal deep learning for Alzheimerās disease dementia assessment", published in Nature Communications (2022).
@natcomms.nature.com
youtu.be/ZvkC0XpmKFY
Source:
@notebooklm.bsky.social
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AI for differentiating Alzheimer's disease from non-Alzheimer's dementias
YouTube video by Vijaya Kolachalama
https://youtu.be/ZvkC0XpmKFY
23 days ago
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reposted by
Kolachalama laboratory
Gan Lab
about 1 month ago
The Kolachama Lab is tackling the PET scan bottleneck in Alzheimerās diagnosis with an AI model that predicts amyloid-β & tau status from 12,185 patients across 7 cohorts, offering a scalable alternative for pre-screening & guiding PET imaging.
www.nature.com/articles/s41...
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AI-driven fusion of multimodal data for Alzheimerās disease biomarker assessment - Nature Communications
A flexible AI framework integrates multimodal neurology work-up data to estimate amyloid and tau burden, supporting scalable biomarker stratification for Alzheimerās disease research and trial screeni...
https://www.nature.com/articles/s41467-025-62590-4
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A nice video summary of our paper entitled "Development and validation of an interpretable deep learning framework for Alzheimerās disease classification", published in Brain (2020).
youtu.be/quwlODDgtgQ
Source:
@notebooklm.bsky.social
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Interpretable AI to identify signs of Alzheimer's disease on MRIs
YouTube video by Vijaya Kolachalama
https://youtu.be/quwlODDgtgQ
about 1 month ago
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Delighted that our latest work is now online
@natcomms.nature.com
!! š§ š¬ We built an AI model that can predict Alzheimer's disease biomarkers (Aβ and Ļ) using widely available clinical data. This could make it much easier to screen for AD without PET scans. Link here:
www.nature.com/articles/s41...
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AI-driven fusion of multimodal data for Alzheimerās disease biomarker assessment - Nature Communications
A flexible AI framework integrates multimodal neurology work-up data to estimate amyloid and tau burden, supporting scalable biomarker stratification for Alzheimerās disease research and trial screeni...
https://www.nature.com/articles/s41467-025-62590-4
about 2 months ago
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š¬ Meet PodGPT ā your AI partner for medical & STEM breakthroughs! Link to the paper:
www.nature.com/articles/s44...
š” Ask it anything: "How does CRISPR work?" "Explain AI in diagnostics" "Whatās the future of gene editing?"
#AI
#Medicine
#STEM
#PodGPT
š Got a question? Click here:
podgpt.org
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https://podgpt.org/
about 2 months ago
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