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Results for "Genetics & Molecular Biology"

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#1821Genetics & Molecular BiologyFront Page10 November 2025

Plant Meristems: A Layered Defense Against Mutations

New research reveals that mutation rates within a plant's stem cells vary significantly by layer, with germline-progenitor cells experiencing lower rates than surface cells. This suggests plants actively protect their germline and optimize mutation accumulation based on cellular context, balancing genetic stability with adaptability.

By Amundson, Marimuthu, Nguyen, Sarika, DeMarco, Phan, Henry, Comai

#1822Computer Science & AIFront Page11 November 2025

Deep Learning for Alzheimer's: Progress, Pitfalls, and the Path to Clinical Readiness

A systematic review highlights the advancements of machine learning and deep learning in identifying Alzheimer's disease and predicting its progression using diverse neuroimaging, genetic, and clinical data. While hybrid architectures show promise, the field faces significant hurdles in generalizability and clinical translation due to issues like small datasets and limited external validation. Future efforts should emphasize larger datasets and standardized, interpretable models to bridge the gap to real-world medical care.

By Malik, Kumari, Bamnawat, Sonali

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