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Aug 2026

KA-TMoE: A Deep Learning Method Using Time-Series CT Radiomics to Predict Post-Radiotherapy Rib Fractures in NSCLC Patients.

BACKGROUND AND PURPOSE Rib fracture is a recognized clinical complication in medically inoperable patients with non-small cell lung cancer (NSCLC) undergoing stereotactic body radiotherapy (SBRT), leading to diminished quality of life and delayed recovery. There remains an unmet need for reliable tools to predict rib f...

Yi-Jun Chen, Michael K Farris, Ariel Choi et al. · 0 citations
#artificial intelligence Preprint Sep 2026

NeuSOGA3D: A Neuro-Symbolic Framework for Explainable 3D Geometric Reconstruction

NeuSOGA3D (Neuro-Symbolic Observation-Guided Geometric Abstraction in 3D), a hybrid framework that combines learned perceptual priors inherited from NeuSOGA with explicit symbolic geometric reasoning for explainable geometric intelligence is presented.

Qing-De Li, Qingqi Hong, Zi-Han Li et al. · 0 citations
#artificial intelligence Preprint Sep 2026

Neuro-Symbolic Geometric Abstraction (NeuSOGA): From Observations to Symbolic Mathematical Representations

Experiments on ModelNet40 point clouds, arbitrary-view projections, and segmented optical observations demonstrate that NeuSOGA transforms diverse observations into compact symbolic representations while preserving essential geometric and topological structure across sensing modalities and viewing directions.

Qingde Li, Qingqi Hong, Zi-Han Li et al. · 0 citations

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