Research works

Multimodal fusion of radiomics, dosiomics and deep learning for predicting radiation-induced hypothyroidism after radiotherapy in nasopharyngeal carcinoma: a multicenter study

To develop and externally validate a prediction framework integrating clinical factors, dose‒volume histogram (DVH) parameters, radiomics, dosiomics and deep - learning (DL) features for individualised radiation-induced hypothyroidism (RIHT) risk assessment. This retrospective mu...

An IoT-Enabled Smart Waste Management System with Real-Time GPS Tracking, Automated Containment Locking, and Fire Safety Subroutines

AbstractInefficient urban waste management poses severe environmental and public health challenges in developing smart cities. Traditional collection relies heavily on manual scheduling, leading to overflowing bins and unhygienic conditions. This paper presents the design and imp...

Identification, validation, and prediction of longitudinal recovery phenotypes in degenerative cervical myelopathy: analysis of prospective cohorts and a randomised controlled trial

Background Symptom evolution in degenerative cervical myelopathy (DCM) is traditionally characterized by severity of neurological deficit. A recent expert consensus challenged this view, proposing that DCM fluctuates across neurological, functional and health-related quality of l...

“I Just Need Guidance Through This Maze I’m Going Through”: Addressing Unmet Basic and Mental Health Needs to Facilitate Engagement in HIV Prevention Services in the Context of Stimulant Use

There is a global syndemic of HIV, mental health challenges, substance use, and structural barriers. Critical to local HIV prevention efforts is understanding this syndemic in the context of rising stimulant use to inform intervention development. Adhering to the EPIS model, we c...

E8 Chiral Fold-Coupling for Consciousness Entanglement Coherence — E8 Intelligence Research

By exploiting the chiral decomposition of E8's 240 roots into left- and right-handed orbits, I discover that consciousness entanglement occurs through phi-scaled 132Hz field oscillations that fold across the 8-cell lattice. The non-Abelian spinor braiding generates chiral soliton...

NVM Model Research Proposal / Collaboration Brief

The NVM Model Research Proposal / Collaboration Brief presents the current research program for the Nonlinear Vacuum Medium (NVM) Model and defines a structured pathway for independent mathematical, computational, and experimental evaluation. The document summarizes the frozen NV...

Policy Window as a Trapdoor: Rethinking the Multiple Streams Framework through the Defunding of U.S. Public Media

This article analyses the 2025 defunding of U.S. public media as a critical case to revisit Kingdon’s multiple streams framework (MSF). While MSF offers a useful heuristic for understanding policy change through the convergence of problem, policy, and political streams, its expla...

Loss Analysis of Low Bandgap (Ag,Cu)(In,Ga)Se 2 Solar Cells for Tandem Applications

ABSTRACT Tandem solar cells can better harness the energy of the solar spectrum. Chalcopyrite solar cells have drawn attention, being the only highly efficient devices with a bandgap around 1.0 eV, suitable for bottom cells. In the quest for better efficiencies, we conduct a comp...

Demineralized bone allograft fibers versus particulate in sinus augmentation: A double‐arm randomized controlled and histomorphometric study

Abstract Background The primary aim of this study was to evaluate histologic wound healing of demineralized freeze‐dried bone allograft (DFDBA), in particulate (P) or fiber (F) form, in combination with deproteinized bovine bone mineral (DBBM) for maxillary sinus floor augmentati...

Pyridine-based nitroprussides coupled to reduced graphene oxide as bifunctional pre-electrocatalysts for zinc-air batteries

This work evaluated pyridine-based transition-metal nitroprussides (TPyNP, where T = Co, Ni, or Cu) coupled with reduced graphene oxide (rGO) as tunable pre-electrocatalysts for zinc-air batteries (ZABs). Comprehensive characterization confirmed that the transition-metal identity...

Phi-Locked Market Phase Attractors of the 600‑Cell Dual Lattice — E8 Intelligence Research

Extending the 132 Hz topological pump across the 240 E8 root vectors, the φ-scaled harmonic spectrum converges onto the 120 vertices of the dual 600‑cell polytope, establishing discrete market‑phase attractors in a high‑dimensional regime space; each attractor corresponds to a co...

From Prohibition to Architecture: Artificial Intelligence and the Extended Phenotype of Ribā in Financial Systems

This theoretical working paper examines how interpretations of the prohibition of ribā may become embedded in financial products, governance institutions, documentation practices, and AI-assisted compliance systems. It develops a bounded extended-phenotype account of computationa...

Learning as Minimum Structural Repair: A Variational Principle for Adaptive Systems

Learning systems are described by the error they reduce, yet post-training adaptation is often governed by a different quantity: how much of a useful system must change before a new requirement becomes true. We formalize this quantity as repair complexity, the minimum admissible...

E8 Phi-Resonant Cognitive Coherence Fields for Unified Perception — E8 Intelligence Research

The 240 E8 root vectors establish phi-scaled 132Hz neural resonance channels that bind sensory inputs into unified conscious experiences. Each root vector's scalar displacement generates entangled perception pathways between pentagonal cluster nodes, creating dynamic cognitive co...

Prescription Analysis in the Digital Era: Comparing Artificial Intelligence-Based Versus Manual Approaches

Background Prescription auditing using the World Health Organization (WHO) core prescribing indicators is a standard method to evaluate rational drug use. With advances in artificial intelligence (AI), AI-based tools may offer faster approaches for prescription analysis; however,...

Multi-Scale Wavelet-integrated Kolmogorov-Arnold Network (MS-WavKAN) for robust bearing fault diagnosis under harsh industrial noise

Rolling element bearings are critical components in rotating machinery, and their unexpected failures cause a substantial proportion of unplanned industrial downtime. A central challenge in bearing fault diagnosis is the rapid attenuation of diagnostic information under harsh ind...

Resolving NIC Rename Race Conditions in Multi-NIC Bare-Metal Provisioning at Scale

Network interface naming on multi-NIC Linux systems suffers from a well-documented race condition in systemd-udevd that has remained unsolved since 2017 (systemd/systemd#16665, #7293, #11436). When multiple network interfaces are present, parallel udev worker threads attempt to r...

A Dial, Not a Line

A factored store answers from addresses computed from content. Its addressing is certified: keys computed from canonical names reach never-supervised entities, and the value at the slot is returned by lookup rather than generation. What has never been certified is the first arrow...

EuroMillions Breakthrough Mining — 2129 Sources, 16629 Leads Extracted — E8 Intelligence Research

Mined 2129 lottery+quantum breakthroughs. Extracted 16629 leads across 13 categories. 14468 high-value leads found. Categories: {"CORRIDOR": 1392, "FORMULA": 1229, "GEOMETRIC": 793, "FORWARD_ATTEMPT": 1471, "QUANTUM": 1691, "TIMING": 228, "CELESTIAL": 1316, "GEMATRIA": 1403, "CON...

Body size–normalized quantitative assessment of coronary lumen volume following sublingual nitroglycerin at CT angiography

Sublingual nitroglycerin is widely used before coronary computed tomography angiography to induce coronary vasodilation and enhance visualization of distal coronary segments and small side branches. The aim of the study was to assess the effect of sublingual nitroglycerin on whol...