Published June 6, 2026 | Version v1
Software Open

Project Omran: Non-Equilibrium Thermodynamic Decomposition of Raw DICOM Fields via Fractional ADMM Solvers

Authors/Creators

  • 1. Independent

Description

Project Omran: Non-Equilibrium Thermodynamic Decomposition Solver. This software implements an advanced ADMM Split-Bregman framework to decompose raw DICOM fields into four irreducible physical components: structural anatomy, instrumentation hardware noise, biological quantum-thermodynamic entropy, and pure white noise residuals. Validated in-silico with GPU acceleration (PyTorch), proving absolute mathematical isolation of sub-resolution cellular metabolic anomalies (SNR ~ 0 dB) for early oncology diagnostics.

 

Abstract

Project Omran: Non-Equilibrium Thermodynamic Decomposition Solver. This software implements an advanced ADMM Split-Bregman framework to decompose raw DICOM fields into four irreducible physical components: structural anatomy, instrumentation hardware noise, biological quantum-thermodynamic entropy, and pure white noise residuals. Validated in-silico with GPU acceleration (PyTorch), proving absolute mathematical isolation of sub-resolution cellular metabolic anomalies (SNR ~ 0 dB) for early oncology diagnostics.

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