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q-bio.QM2025
Spatially-extended Flow Phixer (SpeF-Phixer): A Spatially Extended -Mixing Framework for Gene Regulatory Causal Inference in Spatial Gene Field
Toru Nagasaka, Takaaki Tachibana, Yukari Adachi +5
Background and objective: Spatial transcriptomics provides rich spatial context but lacks sufficient resolution for large-scale causal inference. We developed SpeF-Phixer, a spatia…
q-bio.QM2025
Reliability Assessment Framework Based on Feature Separability for Pathological Cell Image Classification under Prior Bias
Takaaki Tachibana, Toru Nagasaka, Yukari Adachi +5
Background and objective: Prior probability shift between training and deployment datasets challenges deep learning-based medical image classification. Standard correction methods…