Deep learning tool Taxonova classifies microbiome species from short and long amplicon reads
Taxonova, a deep learning classifier, achieved high species-level accuracy across short- and long-read ribosomal amplicons in benchmark tests.
Tag: learning
Deep Learning Reads Chest X-rays to Gauge Pulmonary Artery Growth in Children with Heart Defects
A retrospective external validation study reports that a multitask deep learning model can estimate McGoon ratios from chest radiographs in ...
Ants Learn a Maze Fast but Forget It Within Days
Dinoponera quadriceps ants learned a visual maze during training but performed no better than naive ants in retention tests at ...
Scoping Review to Map Derivative Teaching Strategies in Engineering Education
A published protocol outlines a planned scoping review of derivative teaching strategies in undergraduate engineering education.
New AI tool annotates single-cell data with far fewer labels
A new dual-view machine learning framework called scTrans-SVD achieved a mean Macro-F1 of 0.8820 across 13 public single-cell transcriptomic datasets ...
Deep learning model detects drought and salt stress in crops with 96.8% accuracy
A new deep learning model called MSAF-Net detects drought and salinity stress in crops with 96.82% accuracy and outperforms existing ...
Survey maps how machine learning exploits privileged information
A new survey reviews 107 papers on Learning Under Privileged Information and proposes a unified taxonomy of models and integration ...
Machine Learning Models Predict Sick Building Syndrome Risk in Malaysian Classrooms
Researchers in Malaysia have built machine learning models that can flag which building occupants are likely to be suffering from ...
Digital Knowledge Sharing Emerges as Key Driver of University–Industry Collaboration in Oman Study
A survey-based study of 406 academic and industry stakeholders in Oman has found that digital knowledge sharing is the central ...
Medical Students Worldwide Mostly Prefer Multimodal Learning, Review Finds
A systematic review of 123 studies covering 32,599 medical students in 33 countries found multimodal learning was the most common ...
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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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