EL-RAKHAWI DOCTRINE OF COMPREHENSIVE BIO-COGNITIVE ENGINEERING FROM GENOME TO BIOSYSTEM VIA CAUSAL AI AND PARALLEL COMPUTING A COMPREHENSIVE ACADEMIC TREATISE
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- radar:r-e92c08b906afcedb89d9d7ff7a15d89a
- Authors
- m el-rakhawi
- Reported year
- 2026
- Reported language
- en
- Source type
- book
- First detected
- 2026-11-14T02:48:18.637838+00:00
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- 2026-11-14T02:48:18.637838+00:00
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Documentary abstract — original language
EL-RAKHAWI BIO-COGNITIVE ENGINEERING: EXECUTIVE SUMMARY This treatise establishes the El-Rakhawi Doctrine of Comprehensive Bio-Cognitive Engineering, integrating three post-AlphaFold pillars: 1. **Causal Bio-Ontological Knowledge Graph (CBOKG)**: Merges bio-ontologies with Hidden Markov Models and stochastic grammars (restricted to local RNA secondary structure) for causal genomics inference, avoiding NP-hard pure data-driven discovery. 2. **Hybrid Heuristic Parallel Bio-Simulation Engine (HHBSE)**: Replaces misleading "quantum-inspired" terminology with scientifically rigorous two-stage architecture — deep representation models (AlphaFold2/3-style) for initial prediction, followed by parallel Genetic Algorithms and Simulated Annealing for physical refinement to escape local minima. 3. **Unified Telemedicine and Biomedical Image Fusion Framework (UTBIFF)**: Implements Personalized Federated Learning (FedProx + local personalized layers) to handle Non-IID hospital data heterogeneity, preventing model divergence while preserving privacy. Four indices (BCAI, PBSEI with premature convergence penalty, CIPI with Non-IID robustness) unify under the Bio-Cognitive Isomorphism Index (BCII, 0-1 scale). Released under **CC BY 4.0**: freely available globally. Mandatory attribution to **Dr. Mohamed Kamal Arafa El-Rakhawi** ensures scholarly traceability. Author: Dr. Mohamed Kamal Arafa El-RakhawiDOI: 10.5281/zenodo.23181782
Identifiers
- OPENALEX
- https://openalex.org/W7220713643
- DOI
- 10.5281/zenodo.23181781
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Book bibliographic description
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- 2026-10-06
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m el-rakhawi. EL-RAKHAWI DOCTRINE OF COMPREHENSIVE BIO-COGNITIVE ENGINEERING FROM GENOME TO BIOSYSTEM VIA CAUSAL AI AND PARALLEL COMPUTING A COMPREHENSIVE ACADEMIC TREATISE. 2026. https://doi.org/10.5281/zenodo.23181781
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- APA
- m el-rakhawi. (2026). EL-RAKHAWI DOCTRINE OF COMPREHENSIVE BIO-COGNITIVE ENGINEERING FROM GENOME TO BIOSYSTEM VIA CAUSAL AI AND PARALLEL COMPUTING A COMPREHENSIVE ACADEMIC TREATISE. https://doi.org/10.5281/zenodo.23181781
- Chicago
- m el-rakhawi. EL-RAKHAWI DOCTRINE OF COMPREHENSIVE BIO-COGNITIVE ENGINEERING FROM GENOME TO BIOSYSTEM VIA CAUSAL AI AND PARALLEL COMPUTING A COMPREHENSIVE ACADEMIC TREATISE. 2026. https://doi.org/10.5281/zenodo.23181781
- ISO 690
- m el-rakhawi. EL-RAKHAWI DOCTRINE OF COMPREHENSIVE BIO-COGNITIVE ENGINEERING FROM GENOME TO BIOSYSTEM VIA CAUSAL AI AND PARALLEL COMPUTING A COMPREHENSIVE ACADEMIC TREATISE. 2026. https://doi.org/10.5281/zenodo.23181781
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UDTR Global Rights of Nature Legal Library. EL-RAKHAWI DOCTRINE OF COMPREHENSIVE BIO-COGNITIVE ENGINEERING FROM GENOME TO BIOSYSTEM VIA CAUSAL AI AND PARALLEL COMPUTING A COMPREHENSIVE ACADEMIC TREATISE. Documentary record: https://www.declarationuniverselledesdroitsdelarbre.org/global-rights-of-nature-radar/reference/r-e92c08b906afcedb89d9d7ff7a15d89a/ · Last HTTP verification: not performed
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Bibliographic / original publication source · https://doi.org/10.5281/zenodo.23181781
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