Image-Based Profiling Enters Its Deep Learning Decade
A comprehensive review in Molecular Systems Biology traces how deep learning, foundation models, and emerging modalities are reshaping image-based profiling, ...
Tag: deep learning in biology
AI Reads the 3D Architecture of Chromatin to Predict Stem Cell Aging
A compact convolutional neural network called ChromAgeNet can distinguish young from aged hematopoietic stem cells using 3D DAPI-stained microscopy images ...
Scaling Language Models Enhances Protein Fitness Predictions
In recent years, protein language models have emerged as powerful tools for predicting the fitness landscape of proteins, a critical ...
Revolutionizing Multi-Omics Integration with SWITCH Deep Learning
Recent advancements in the realm of spatial omics have opened up pathways for intricate biological analyses by allowing for spatially ...
Why AI Models for Drug Design Struggle with Physics
The quest to understand proteins at an atomic level has long been a cornerstone of biomedical science. Proteins, composed of ...
AI Tool Provides Profound Insights into the Immune System
In a groundbreaking leap for immunology and computational biology, researchers at the University of Tokyo have developed an innovative artificial ...
Exploring 300 Million Years of Brain Evolution: A Fresh Perspective
In a pioneering study that deepens our understanding of brain evolution, a team of researchers from Belgium has employed deep ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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