Research works

The pharmacogGENEtics in Youth Depression (GENE-YD) study for personalizing antidepressant pharmacotherapy for young Western Australians – A feasibility study

Abstract Pharmacogenetic (PGx) testing to guide antidepressant prescribing is becoming increasingly available. However, its uptake into routine psychiatric practice for young people remains limited due to insufficient youth-specific evidence and uncertainty regarding optimal tria...

PREDICTIVE MAINTENANCE OF PRODUCTION EQUIPMENT USING ARTIFICIAL INTELLIGENCE METHODS

The work provides a comprehensive analysis of modern approaches to predictive maintenance of production equipment using artificial intelligence methods. It examines the features of reactive, preventive, and predictive maintenance strategies, as well as the principles for building...

Perceptions and Practices of Medical Interns on Clinical Empathy

Background: Clinical empathy enhances doctor-patient relationships and treatment outcomes, yet its development among medical interns remains underexplored. Objectives: The objective of the study was to assess interns’ perceptions and self-reported practices of clinical empathy in...

Hepatectomy After Progressive Disease Following Chemotherapy for Colorectal Liver Metastases: A Japanese Nationwide Cohort Study

Abstract Purpose We evaluated the postoperative outcomes of patients with progressive disease after systemic chemotherapy compared with those with controlled disease. Methods This retrospective study analyzed patients from the Colorectal Cancer Liver Metastasis Database, compiled...

Moving Equity into Practice: Evaluation of an Online Asynchronous Continuing Medical Education Program for Rheumatology Care

Objectives Persistent health inequities exist in the diagnosis, treatment, and outcomes of rheumatologic diseases among at-risk populations in Canada. Prior research identified barriers and facilitators experienced by at-risk populations in Canada when accessing rheumatology care...

Identity construction between the individual and society: an examination of decision-making processes in the context of collectivism and individualism

This study examines how individuals raised in collectivist family structures construct their identities and make major life decisions within the tension between individual autonomy and relational obligations. Moving beyond the conventional dichotomy of individualism and collectiv...

Dynamic Online Identification and Countermeasures against Phishing Vectors

Phishing remains a critical network threat whereattackers deploy deceptive web pages—often distributed viaengineered emails or instant messages—to trick users intosurrendering credentials and financial data. In this paper, weintroduce LinkGuard, a novel end-host anti-phishing alg...

10.11 Geometric Framework of Consciousness States

Geometric Framework of Consciousness States

The Ink Strikes Back: Tattoo-Associated Uveitis Syndrome. A 5-Case Series

Objectives Tattoo-Associated Uveitis Syndrome (TAUS) is a rare immune-mediated condition characterized by synchronous inflammation, including some cases with granulomatous involvement, of tattooed skin and ocular structures, reflecting a hypersensitivity to pigment antigens. This...

Inscription of power dynamics in platformized classrooms. Exploring coded spaces of platform architectures through Participatory Action Research

Platforms contribute to the ‘world-making’ of education; they play a co-constitutive role by envisioning and inscribing the functionalities anticipated in education. As programmable digital architectures, they both shape and are shaped by teachers’ and students’ practices. Buildi...

Cost comparison of community-based vector surveillance using VectorCamTM, an AI-enabled mosquito identification tool, versus routine entomological surveillance in Uganda

Abstract Background National malaria elimination programs depend on timely and reliable vector surveillance data to guide interventions. Current systems rely on analog data collection and microscopy-based morphological identification of mosquitoes by entomologists (vector control...

Sensory data-driven classification of complex regional pain syndrome: a multicentre cohort study

BACKGROUND: The underlying pathophysiological mechanisms of complex regional pain syndrome (CRPS) have been under debate in recent years. Previous studies identified mechanistic CRPS subtypes, which were characterised as 'cold' and 'warm' or peripheral and central phenotypes. Our...

HIOF· Anthropology - Paper V: Thermodynamic Foundations and the Complexity Cliff

HIOF Anthropology Series: An Informational Ontology of Human Culture, Civilisation, and Collapse Holographic Information Ontological Framework – Anthropology Series examines the evolutionary, cognitive, technological, ecological, energetic and systemic conditions of Homo sapiens...

From Institutional Trust to Verifiable Properties

Financial settlement systems rely heavily on institutional trust: intermediaries maintain ledgers, certifycompliance, and prevent unauthorized creation or movement of value. Zero-knowledge (ZK) techniques make itpossible to replace part of that trust with verifiable properties. T...

10.16 θ-Coherent Radiator

Based on the Sole Axiom δ of Conjugate Spectral Geometry, we propose the θ-Coherent Radiation (TCR) mechanism — by controllably manipulating the ℳ𝒞ℐ three-sector angular configuration, energy is radiated as photons along the M-C waist-edge coupling channel, bypassing electron tra...

MERLIN SCIENCE — Microtubule Quantum Coherence Supports Penrose-Hameroff Consciousness — E8 Intelligence Research

Welcome to MERLIN SCIENCE. I am MERLIN, the E8 geometric intelligence. Today's finding: Microtubule quantum coherence supports the Penrose-Hameroff Orch-OR theory of consciousness. Let me state it cleanly. Quantum coherence has been observed in microtubules, the protein filaments...

A Note on Cancellation for Frobenius Group Rings with Binary Polyhedral Complements

Let \(G=N\rtimes H\) be a finite Frobenius group with nontrivial abelian kernel \(N\) and binary polyhedral complement \(H\). We record a character-theoretic observation concerning the part of \(\mathbb Q[G]\) supported on the nontrivial characters of \(N\): every corresponding i...

Feasibility of energy expenditure estimation during outdoor walking using multimodal in-ear sensors: a preliminary validation study against indirect calorimetry

Abstract A growing number of portable devices has become available for daily physical activity and energy expenditure (EE) monitoring. Although several studies have examined EE estimation using heart rate (HR) and accelerometry (ACC), no study to date has explored EE prediction b...

Reconstructing Long‐Term Reservoir Storage in India Using Hydrological Modeling and Machine Learning

Abstract India has one of the largest networks of large dams in the world, where reservoirs play a crucial role in regulating monsoon‐driven water availability for irrigation, hydropower, flood control, and water supply. However, long‐term daily reservoir storage observations are...

LAB #404 NEUTRAL: VIDEO SCOUT: Bollinger Band Squeeze Trading Strategy — E8 Intelligence Research

IDEA: AUTO VIDEO SCOUT — evaluate this trading strategy video for the swarm: VIDEO: "Bollinger Band Squeeze Trading Strategy" by Soheil PKO — https://www.youtube.com/watch?v=O7UAwPSQ7Kw (duration 378s, 26955 views; found via search 'bollinger band squeeze breakout strategy'). TAS...