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Impact of Workplace Bullying on Employee and Partner Sleep

Children's Sight Transformed by Genetic Medicine at UCL

Global Standard: ICD 11 - Crucial for Health Data

Innovative Fog-to-Cloud Computing Transforms Elderly Health Care

Managing Chronic Pain: Controversy Surrounding Opioid Treatment

Limited Use of Alzheimer's Screening Tools Hinders Early Detection

Roller Derby: Fast-Growing Sport for Women

New Insights into Mitochondrial DNA Deletion Diseases

Chronic Stress and Hypertension: Unraveling Biochemical Pathways

Zika Epidemic in Brazil: Environmental Factors Impacting Virus

Brain's Visual Cortex Role in Food Evolution

Challenges in Mental Health Intake: High Dropout Rates

Scientists Unveil Human Antibody mAb 3A6 for Ebola Therapy

University of Waterloo Enhances Breast Cancer Detection

Vilnius University Researchers Innovate Liquid Biopsy

New York Attorney General Targets E-Cigarette Industry

Impact of Great East Japan Earthquake on Health

Challenges of Appendiceal Cancer: Late Diagnosis & Prognosis

Brain Reorganization After Stroke Boosts Speech Recovery

2025 Winter: Influenza, COVID-19, RSV Dominate - Pneumonia Looms

Inhalable Medicines for Respiratory Diseases

U.S. Outpatient Prescriptions Surge for Hydroxychloroquine and Ivermectin

New Tool Revealed to Combat Opioid Crisis

Efforts to Curb Teen Vaping Trend

Study: Diet with Grapes, Strawberries, Açaí, Chocolate, Wine, Coffee Lowers Metabolic Syndrome Risk

Study Reveals Shortcomings in UV Protection for Eye Health

Rare Genetic Disease: Rett Syndrome in Newborn Girls

Indoor Cats in Oregon Euthanized Due to Bird Flu

Study Links Childhood Physical Activity to Adolescent Stress

Researchers Discover Enhanced Cardiac Diagnosis Method

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Life Technology™ Science News

Uk Wildfire Season Intensifies: Study by Cambridge

Challenges for College-Educated Women in Marriage Market

Challenges in Cow Pregnancy: Impact on Milk Production

Scientists Study CO2 Impact on Tropical Forests at Costa Rica Volcano

Mosquito Antennae Study for Disaster Response

Plasma Arc Cutting: Key Technique in Manufacturing

Social Media Influencers Drive Pro-Environmental Tourism

Unveiling the Mystery: Lunar Surface Revealed

New Study Reveals Emotions of New Dads in Parenting

Max Planck Study Reveals Insights on Evolvability

AI Diagnoses, Court Verdicts, News Stories, and Managers

Microsoft Team Reveals Eight-Qubit Topological Quantum Processor

Protein Interactions: Key to Biological Functions

Escherichia Coli: A Big Deal

Texas Master Gardeners' Confidence in Home Food Preservation

University of Florida Study: Urban Home Gardeners' Attitudes & Behaviors

Brad Pitt's Voice Cloned at SINTEF Conference

Corn Earworm Threatens Corn Yield in US

NASA's Lunar Mission: Mars Leap Ahead

Researching Strategies for Peace in Latin America

Australia's Flora Under Threat from Prolonged Summer Heat

Breakthrough Study: Reading Superconducting Qubits with Optical Transducer

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Role of Calcium in Muscle Development Unveiled

Study Shows Digital Platform Boosts Elementary Reading Skills

Janelia Researchers Develop System to Study Zebrafish Learning

Asteroid Deflection Studies: NASA's DART Mission Results

Revolutionizing Forest Volume Estimation: Critical Height Sampling Study

Study Reveals Key Forest Management Impact on Beetle Diversity

Challenges of Water-Based Adhesives: Adhesion Strength Issues

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Life Technology™ Technology News

AI's Limitations in Transforming Organizational Processes

AI Plans Trip Itinerary, Books Flights, Arranges Transport

Small Cylindrical Parts: Deep Drawing Process Risks

New Technique Enhances Food-Delivery Efficiency

China Deploys Advanced Helicopter-Borne Detection System

Harnessing Untapped Potential in Homes and Vehicles to Strengthen Local Power Grids

Indian Institute of Technology Advances Bifacial Solar Cells

Efficient Heat Management for Electronics: Challenges and Solutions

New Technique Reduces Imperfections in 3D Printing

"U.S. Navy Employs Laser Tech for High-Speed Defense"

Dynamic Facial Projection Mapping: AR's Impact on Entertainment

UK's Ambitious Plan: Transitioning to Electric Transport

World's First Two-Way Adaptive Brain-Computer Interface

UK Introduces Laws Against AI-Generated Sexual Abuse

Rising Electronic Waste: 82 Million Tons by 2030

Delta Flight 4819 Crash Investigation at Toronto Pearson

Refugees Boost Energy in Displacement Camps

Terahertz Waves: Faster Data, Precise Imaging, High-Res Radar

Delta Air Lines Passenger Jet Crash-Lands at Toronto Airport

Study Reveals Safety Risks in Sodium-Ion Batteries

Rise of Large Language Models: Understanding Limitations

AI's Impact on Identifying Written Work: Human vs. AI

1 in 5 Cars Sold in 2021 Were Electric Vehicles

Challenges in Replicating Lifelong Learning in AI

UK Government Urged to Limit AI Companies' Copyrighted Works Access

U.S. Work Stoppages Decline in 2024

Australian Metals Plant to Become Hub for Green Iron and Steel

Indonesia's Coal Plant Expansion Threatens Emission Pledge

Nvidia and Partners Develop Largest AI System for Biological Research

Trump Considers Boeing Alternatives for Air Force One

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Thursday, 18 April 2019

Harmonization of resting-state functional MRI data across multiple imaging sites

It has become increasingly apparent that the low reproducibility of results is a ubiquitous problem across many scientific fields such as biomedical science and psychology. This problem is particularly serious in biomedical studies using functional magnetic resonance imaging (fMRI) data. An increasing number of studies have reported success in constructing machine-learning algorithms (artificial intelligence) that use fMRI data to classify subjects as either healthy or suffering from a psychiatric disorder. However, it has been suggested that if these classifiers were constructed from a small number of samples (e.g., tens of participants) from a single site, it might not be possible to generalize their application to the data acquired from other imaging sites. A solution to this low generalization capability is to collect big data across many sites, but the considerable site-related differences in fMRI data is a formidable obstacle to the feasibility of this solution.

* This article was originally published here

Exploring open-ended evolution in web services

Just like living ecosystems, web services form a complex artificial system consisting of tags and the user-generated media associated with them, such as photographs, movies and web pages. When drawing an analogy between biological and artificial ecosystems, tags could be regarded as species and human users as hidden environmental resources.

* This article was originally published here

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