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Permutation-Equivariant Quantum Learning Orchestrates Anastasis at Thaw: Physics-Aware AFP-Mimetic Media Elevate Transplant-Ready CD34+ Dose

2025-10-26

Abstract excerpt

<h4>Background: </h4> Adult umbilical cord blood (UCB) transplantation is limited by dose: single units frequently fall below transplant-relevant CD34 + thresholds for adults even when collection, banking, and freezing are optimal [3–7,12–13,18–20,91–96]. The most underused leverage point is the first minutes after thaw , a thermodynamically sensitive interval in which borderline-injured hematopoietic cells can...

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Literature Corpus work
5c1f81eb-da86-542f-b9a4-c7fdc7296065
DOI
10.22541/au.176148427.78012015/v1
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Permutation-Equivariant Quantum Learning Orchestrates Anastasis at Thaw: Physics-Aware AFP-Mimetic Media Elevate Transplant-Ready CD34+ DoseDOI 10.22541/au.176148427.78012015/v1
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