Spatiotemporal transcriptomic analysis during cold ischemic injury to the murine kidney reveals compartment-specific changes

Posted by dbos Hopkins

Kavli Affiliate: Jean Fan | Authors: Srujan Singh, Shishir Kumar Patel, Ryo Matsuura, Dee Velazquez, Zhaoli Sun, Sanjeev Noel, Hamid Rabb and Jean Fan | Summary: Kidney transplantation is the gold standard treatment strategy for end-stage renal disease. Deceased donor kidneys usually undergo cold storage until kidney transplantation, leading to cold ischemia injury that may […]


Continue.. Spatiotemporal transcriptomic analysis during cold ischemic injury to the murine kidney reveals compartment-specific changes

PdrQC: Pauli-space Discriminative Representations based Quantum Classifier

Posted by klaurent Caltech

Kavli Affiliate: Anqi Zhang| Summary:Quantum classification faces two key challenges. First, the difficulty of distinguishing between different classes varies: some class pairs are easy to separate, while others are more challenging. Second, practical execution is affected by noise, finite sampling, and measurement overhead. To address these issues, we propose the Pauli-Space Discriminative-Representation based Quantum Classifier […]


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PAPUS: Pauli-Space-Based Multiclass Quantum Classification

Posted by klaurent Caltech

Kavli Affiliate: Anqi Zhang| Summary:Quantum classification faces two key challenges. First, the difficulty of distinguishing between different classes varies: some class pairs are easy to separate, while others are more challenging. Second, practical execution is affected by noise, finite sampling, and measurement overhead. To address these issues, we propose PAPUS, a framework for pair-adaptive quantum […]


Continue.. PAPUS: Pauli-Space-Based Multiclass Quantum Classification