AI Model Improves Pediatric Arrhythmia Detection Using Custom ECG Data
The study, published in BMC Biomedical Engineering, introduces a transfer learning architecture that integrates custom optimization algorithms and regularization methods ...
Tag: transfer
Spread-Skill Relationships from Ensemble LSTM Models Estimate Water Table Depth Prediction Quality Without Observations
An ensemble of 100 LSTM networks trained on physically based groundwater simulations shows that ensemble spread strongly tracks RMSE and ...
Reinforcement learning picks which pretrained layers to fine-tune for medical image classification
Researchers propose a reinforcement learning method that automatically selects which layers of a pretrained neural network to fine-tune for medical ...
Wavelet Network Enhances Small Vascular Segmentation in Medical Angiography
Researchers developed a wavelet-bilateral gated transfer network that improved automated segmentation of small-scale vascular structures on clinically acquired computed tomography ...
Astrocytic PDE5 Impairs Mitochondrial Transfer to Neurons During Ischemic Stroke
A study in mouse and cell models reveals that astrocytic phosphodiesterase 5 disrupts bidirectional mitochondrial transfer and biogenesis between astrocytes ...
Transfer Learning Effectiveness Varies Substantially Across Distinct Medical Imaging Modalities
An empirical evaluation of ten convolutional neural network architectures across three imaging modalities reveals that ImageNet pretraining gains do not ...
Mobile Genetic Elements Drive Drug Resistance Spread Across Swine and Humans
A genomic survey of Escherichia coli in Sichuan Province reveals that mobile genetic elements rather than bacterial clones drive the ...
Benchmarking Deep Transfer Learning Models for COVID-19 Lung Ultrasound Detection
A systematic benchmarking study demonstrates that DenseNet-121 paired with the Adam optimizer achieves exceptional diagnostic accuracy in detecting COVID-19 from ...
Fractal systems model links higher education design to far transfer
A conceptual framework proposes that aligned learning processes across educational scales could support far transfer and adaptive expertise in STEM ...
AI Borrows Knowledge From Data-Rich Regions to Find Copper in Iran
A transfer learning method tested in Iran's Kerman magmatic arc identified all three known porphyry copper deposits in an evaluation ...
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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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