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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

169,051 papers · 148 categories

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0111 · Dec 201719922001200920182026
6 results for “micro-ct”
Sinogram interpolation for sparse-view micro-CT with deep learning neural networkphysics.med-ph

Improved sparse-view CT images with deep learning sinogram interpolation.

problem Sparse-view CT images quality improvement with limited projection data.
method Combination of U-Net and residual learning for sinogram interpolation.
result Significantly improved CT image quality (RMSE and SSIM metrics) over standard methods.
sparse-view CTsinogram interpolationdeep learningmicro-CTimage reconstruction
2019-02-09abs ↗pdf ↗
MiceBoneChallenge: Micro-CT public dataset and six solutions for automatic growth plate detection in micro-CT mice bone scanseess.IV

Six AI solutions accurately detect growth plate planes in mice bone scans.

problem Manual, time-consuming, and variable bone growth plate detection in micro-CT scans.
method Prepared and annotated a dataset of 3D μCT scans, organized a challenge, and developed six computer vision solutions.
result Achieved mean absolute error of 1.91±0.87 planes from ground truth.
AIBone growthMicro-CTRodentsAutomatic segmentation
2024-11-26abs ↗pdf ↗
ChronoMID - Cross-Modal Neural Networks for 3-D Temporal Medical Imaging Dataeess.IV

ChronoMID uses neural networks to classify bone disease in mice from micro-CT scans.

problem Classifying bone disease in mice from micro-CT scans.
method ChronoMID applies cross-modal convolutional neural networks to incorporate temporal information from timestamps and difference images.
result The top-performing model achieved 99.54% accuracy, significantly outperforming a baseline CNN.
chronomidneural networksmedical imagingbone diseasemicro-ct
2019-01-12abs ↗pdf ↗