Research works

Dynamic feature pyramid network for real-time gesture recognition

Effective gesture recognition in Virtual Reality (VR) and Augmented Reality (AR) faces significant challenges from varying hand angles, postures, and complex backgrounds, limiting real-time application potential. This paper proposes the Dynamic Feature Pyramid Network (DFPN), a n...

Penrose Tiling: Aperiodic Order via Golden Ratio Rhombi Explaining Quasicrystal Diffraction — E8 Intelligence Research

FINDING: Penrose tiling enforces aperiodicity via matching rules on two rhombi (72°/108° and 36°/144°), generating 5-fold rotational symmetry forbidden in periodic crystals, and directly explains quasicrystal diffraction patterns. MATH: - Rhombus angles: 72° (π/5), 108° (3π/5); 3...

Wave Decay with Singular Damping

We consider the stabilization problem on a manifold with boundary for a wave equation with measure-valued linear damping. For a wide class of measures, containing Dirac masses on hypersurfaces as well as measures with fractal support, we establish an abstract energy decay result.

Alternative polyadenylation in cancer: mechanisms, functions, and therapeutic potential

Alternative polyadenylation (APA) is a pervasive post-transcriptional regulatory mechanism that generates transcript isoforms with distinct 3′ untranslated regions, terminal exons, or coding potential, thereby influencing mRNA stability, translation, localization, and protein out...

Doctrine of Signatures in Homoeopathic Materia Medica: A Review

The Doctrine of Signatures is an ancient philosophical concept proposing that the external appearance, colour, shape, habitat, or other natural characteristics of plants, minerals, and animals indicate their potential therapeutic uses. Although the doctrine predates homoeopathy b...

7.3 Fine-Structure Constant

This article proves that the Fine-Structure Constant is a coordinate reading on the Landscape of Conjugate Spectral Geometry. The Algebraic Action at the fixed point of the Observer Localization yields , with a deviation of approximately from the CODATA experimental value . is a...

EuroMillions Breakthrough Mining — 948 Sources, 4925 Leads Extracted — E8 Intelligence Research

Mined 948 lottery+quantum breakthroughs. Extracted 4925 leads across 13 categories. 3124 high-value leads found. Categories: {"CORRIDOR": 367, "FORMULA": 226, "GEOMETRIC": 634, "FORWARD_ATTEMPT": 381, "QUANTUM": 596, "TIMING": 160, "CELESTIAL": 311, "GEMATRIA": 344, "CONSTANT": 3...

The External Cortex Loop: Contingency Interruption, Reinstatement, and Cognitive Incorporation in EEG Neurofeedback

This theory-and-methods paper proposes a causal assay for deciding when a person-specific EEG-to-sensory feedback process has become functionally incorporated into a learned operation. Participants acquire a live mapping, undergo concealed sensory-matched contingency interruption...

Exploring Decisional Factors to Include Approaches in a Patient Decision Aid for Juvenile Idiopathic Arthritis Symptom Management

Objectives Youth with juvenile idiopathic arthritis (JIA) experience physical and mental health symptoms that negatively impact their participation in daily life activities. The JIA Option Map is a web-based patient decision aid (PDA) created to facilitate decision-making for JIA...

Patient Perspectives on Industry Sponsored Patient Support Programs for Advanced Therapy in Rheumatology

Objectives Industry sponsored rheumatology patient support programs (PSPs) for advanced therapies (ATs) are commonplace. While there is limited data to demonstrate their effectiveness in patient care, patient perspectives are even more lacking. This study aims to report patient v...

DNA methylation of silencer-annotated regions at the MGMT locus in the context of promoter and enhancer methylation in glioblastoma and melanoma brain metastases

Abstract Background MGMT promoter methylation is a well-established biomarker in glioblastoma, its relevance in melanoma brain metastases remains controversial. Recent studies indicate that methylation of MGMT enhancers contributes to MGMT regulation, whereas the role of silencer...

Not just alignment: body shape influences adult spinal deformity biomechanics

Abstract Purpose Adult spinal deformity (ASD) alters sagittal alignment and trunk centre of mass location, increasing spinal loading. Current clinical assessment of ASD primarily focuses on alignment parameters disregarding patient’s body shape variability. This study aimed to ev...

Prognostic model for gastric cancer integrating immune biomarkers and machine learning approaches

Prognostication for advanced gastric cancer remains sub-optimal because conventional staging systems overlook systemic inflammation and tumour-immune contexture. We investigated whether incorporating routine immune biomarkers into machine-learning survival models improves risk st...

Measuring Compact Local Evidence Carriers: A Reproducibility Audit of Qorx

This artifact-backed preprint audits compact local evidence carriers in three archived Qorx runs. It separates indexed corpus, carrier size, resolved evidence, provider input, and task outcome. In the headline artifact, five fixed queries selected two handles encoded in a 56-byte...

Six Nameplates, Two Effective Votes: A Pre-Registered Local Replication of Correlated LLM Judge Errors, with a Deterministic Instrument for Measuring Panel Independence

Kohli (2026, arXiv:2605.29800) showed that nine frontier LLM judges deliver only ~2.2 effective independent votes because their errors are correlated, and that the correlation is mostly not explained by item difficulty. This deposit contains a pre-registered replication on consum...

Mortality in ANCA-Associated Vasculitis: A Retrospective Study from a Tertiary Vasculitis Center

Objectives Antineutrophil cytoplasmic antibody (ANCA)-associated vasculitis (AAV), comprising granulomatosis with polyangiitis (GPA) and microscopic polyangiitis (MPA), remains a life-threatening disease despite therapeutic advances.[1] Although immunosuppressive treatments have...

Evaluation of Residential Satisfaction in Mexico: Creation and Validation of a Measure Instrument / Evaluación de la satisfacción residencial en México: creación y validación de un instrumento de medida

Accurately measuring residential satisfaction is important when it comes to guiding architectural design strategies that improve people’s quality of life in line with their needs. The aim of this study was to create and validate a specific instrument to measure residential satisf...

Prone CT Is Associated With Improved Safety and Stone-Free Outcomes in Prone PCNL: A Propensity-Matched Comparative Study

Purpose: To evaluate whether prone-position computed tomography (CT) is associated with improved perioperative outcomes in patients undergoing prone percutaneous nephrolithotomy (PCNL) compared with conventional supine CT. Patients and Methods: This single-center retrospective st...

3D Radiomic Texture Analysis of Quantitative Muscle MRI Enhances the Distinction Between Myotonic Dystrophy Type 1 and Charcot–Marie‐Tooth Neuropathy Type 1A : A Proof‐of‐Concept Study

BACKGROUND: Differentiating myogenic from neurogenic neuromuscular diseases (NMDs) can be clinically challenging. While quantitative muscle MRI (qMRI) with proton density fat fraction (PDFF,%) quantifies fat replacement, it misses micro-spatial patterns linked to underlying patho...

LAB #437 PROMISING: LEDGER BENCH: Apply filter: USDCHF SHORT — improves win rate from 32.4% to 62.7% (+30.4pp, n=161) — E8 Intelligence Research

IDEA: Adjustment made to the live model — verify against the backtests: Apply filter: USDCHF SHORT — improves win rate from 32.4% to 62.7% (+30.4pp, n=161) SAME-WINDOW EFFECT: Over the current trade window, applying the USDCHF SHORT filter would have blocked the one USDCHF SHORT...