“…Evaluation of dissemination methods will include network usage and web analytics for the ACT Network’s interactive digital content and log-in portal, and surveys-interviews of ACT users using the RE-AIM implementation framework. …”
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“…BACKGROUND: The characteristics of static functional network connectivity (sFNC) and dynamic FNC (dFNC) in neurologically asymptomatic patients undergoing maintenance hemodialysis are unknown. …”
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“…PEDSnet is a clinical data research network that provides the infrastructure to support a national pediatric LHS. …”
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“…These advances are invariably collaborative, involving the contributions of many scientists to a discovery network in which theory and experiment are built upon. …”
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“…--HTML--><p>The machine learning revolution under way brought us neural networks that outperform humans at a variety of tasks ranging from object recognition in images to winning at board games and abstract reasoning. …”
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“…These methods and algorithms were discussed at the Digital Medical Forum-2019, organized by I.M. Sechenov First Moscow State Medical University presenting bioinformatics approaches for the drug targets discovery in cancer, its computational support, and digitalization of medical research, as well as at “Systems Biology and Bioinformatics”-2019 (SBB-2019) Young Scientists School in Novosibirsk, Russia. …”
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“…Dense learned grids were analyzed, and network parameter tuning and management were done; then comparisons with voxel-representation-enabled three-dimensional convolutional neural networks (3D-CNN) and existing methods revealed detailed literature for fabricating networks with better robustness and lower algorithm cycle complexity; finally, the actual completion of the network is verified through the example section, and the manufacturability of the cave shape is analyzed to identify the unmanufacturable overall form and explain its considerations. …”
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“…Introduction: Physics and Its Relation to Computer and Internet Technologies  Physics, Silicon, and the "Magic" behind the Internet Age  A Zoomed-In Look inside a Computer       Timeline of Great Discoveries and Inventions in Physics and Computer and Communication Technologies  The Methods and Significance of Science       The Relation of Science and Information Technology    Social Impacts: Science and Technology       Mathematics: The Language of Science and Technology    The Utility of Mathematics in Science and Technology   Graphs                Precision and Significant Digits          Large and Small Numbers and Scientific Notation     Real-World Example 2.1: Precision of Display Pixels    Units for Physical Quantities          Proportionality              Binary Numbers              The Concept of Information           Exponential Growth   Social Impacts: The Exponential Change of Nearly EverythingMechanics: Energy Enables Information TechnologyFrom Looms to Computers        Speed, Acceleration, and Force        In-Depth Look 3.1: Distance Traveled under Constant Acceleration     Real-World Example 3.1: Seek Time of a Hard-Drive Head  In-Depth Look 3.2: Net Force Vectors        Real-World Example 3.2: Acceleration in Cathode-Ray TubesPrinciples of Mechanics            Real-World Example 3.3: Force on a Hard-Drive Head    The Physics of Energy            Friction and Thermal Energy          The Constancy of Energy           Units for Mechanics             Power                Real-World Example 3.4: Motion Sensors in LaptopsSocial Impacts: Scientific Thought and Methods Have Arguably Changed the Course of Human History More Than Anything ElseMatter and Heat: Cooling Computers is Required by the Physics of ComputationFrom Steam Engines to ComputersMatter and AtomsGases, Liquids, and SolidsIn-Depth Look 4.1: Size and Numbers of AtomsReal-World Example 4.1: Growing Silicon Crystals for Computer ChipsPressure in a GasPressure in a LiquidPumps, Current, and ResistanceReal-World Example 4.2: A Water-Pressure-Operated ComputerTemperature              The Ideal GasHeat and Thermal Energy TransferReal-World Example 4.3: Cooling Computer Chips    Principles of Thermodynamics: Extracting Work from Heat  Cooling Computers is Required by the Physics of Computation              Social Impacts: The Industrial Revolution and the Information Revolution               Electricity and Magnetism: The Workhorses of Information TechnologyElectricity and Magnetism Are the Basis of Computers and the Internet           Electric ChargeIn-Depth Look 5.1: The Concept of Plus and Minus Electric ChargeElectric Forces: Coulomb's LawIn-Depth Look 5.2: The Discovery of the ElectronElectric FieldsIn-Depth Look 5.3: Electric Field LinesElectric Current and ConductorsElectrical Energy and VoltageReal-World Example 5.1: Capacitor Computer MemoryResistors, Conductors, and Ohm's LawElectrical Power MagnetismElectromagnetism             Real-World Example 5.2: The Telegraph, Precursor to the Internet                In-Depth Look 5.4: Magnetic Materials and Data StorageSocial Impacts: Innovation and Public Support of ScienceDigital Electronics and Computer LogicThe "Reasoning" Abilities of ComputersConcepts of LogicElectronic Logic CircuitsLogic Operations and DiagramsUsing Logic to Perform ArithmeticImplementing Logic with Electromagnetic SwitchesSupplemental Section: Boolean Search of Databases    Chapter 7 Waves: Sound, Radio, and LightCommunicating with Sound, Radio, and Light     Simple Harmonic Motion           Damped and Complex Harmonic Motion       Driven Harmonic Motion and Resonance       In-Depth Look 7.1: Resonance Frequencies      Real-World Example 7.1: Crystal Oscillators and Microprocessor Clocks            WavesSimple Harmonic WavesInterference of WavesIn-Depth Look 7.2: Standing WavesSound WavesIn-Depth Look 7.3: BeatsWireless Radio WavesReal-World Example 7.2: AM RadioLet There Be Light WavesIn-Depth Look 7.4: Light PolarizationReal-World Example 7.3: LCD ScreensInterference of Light            Social Impacts: Music, Science and Technology     Analog and Digital CommunicationCommunication Systems: Analog and DigitalBasics of Analog RadioBasics of Digital Radio            The Maximum Rate of Transmitting DataMaximum Data RateFrequency Multiplexing and BandwidthIn-Depth Look 8.1: Signal ReconstructionQuantum Physics of Atoms and MaterialsAtoms, Crystals, and ComputersThe Quantum Nature of Electrons and AtomsThe Experiments behind Quantum TheoryIn-Depth Look 9.1: Spectrum of Hydrogen AtomsThe Spinning of ElectronsThe Principles of Quantum PhysicsBuilding Up the AtomsReal-World Example 9.1: Fluorescent LampsElectrical Properties of MaterialsIn-Depth Look 9.2: Origin of the Energy Gap in Silicon CrystalsIn-Depth Look 9.3: Atomic Nature of Magnetic DomainsSocial Impacts: Science, Mysticism, and Pseudo-Science  Semiconductor Physics: Transistors and CircuitsSilicon, Transistors, and Computers        Controlling the Conductivity of Silicon       p-n Junctions and Diodes          Real-World Example 10.1: A Simple Crystal AM Radio ReceiverTransistors              CMOS Computer Logic           In-Depth Look 10.1: Water-Effect Transistors     Miniaturization, Integrated Circuits, and Photolithography  In-Depth Look 10.2: Bipolar Transistors      Social Impacts: Labeling Every Object in the World   Digital Memory and ComputersPhysics, Memory, and Computers        Sequential Logic for Computer Memory      Feedback Example #1: NOT Loop        Feedback Example #2: One-Time Latch       Static Random-Access Memory         In-Depth Look 11.1: SRAM with Six Transistors    Dynamic Random-Access Memory       Nonvolatile Memory            In-Depth Look 11.2: Quantum Tunneling      Magnetic Tape and Hard Disk Memory       Optical Compact Disk Memory        Error Immunity of Digital Data         The Structure of a Computer          Hierarchy of Computer Memory         Heat-Imposed Limits of Computers      Representing Information in Computers using Codes  Coding Images             Data Compression            Photons: Light Detectors and Light Emitting DiodesLight, Physics, and TechnologyThe Quantum Nature of Light-PhotonsPower and Energy in LightAbsorption of Light by Atoms and Crystals (or "How Einstein Got His Nobel Prize")In-Depth Look 12.1: Inability of Constant Voltage to Accelerate Electrons in an Insulator       Real-World Example 12.1: Semiconductor Light DetectorsEmission of Light by Atoms and CrystalsReal-World Example 12.2: Light-Emitting DiodesSocial Impacts: Lighting the Darkness (Efficiently)Light and Optical Fibers for the InternetLight as a Communication MediumPropagation, Reflection and Transmission of LightLight in Transparent MediaRefraction of Light at a BoundaryReflection of Light at a BoundaryTotal Internal ReflectionPrisms and Speeds of Different Colored LightLenses and Curved MirrorsOptical Loss in Materials-The Clarity of Optical FiberLight GuidingOptical FibersLight Pulses in Optical FibersSocial Impacts: Total Immersion in a Sea of InformationLight Amplification and LasersAtoms and LasersThe Uniqueness of Laser LightAbsorption and Emission of Light by AtomsLaser ResonatorsIn-Depth Look 14.1: Laser Resonator FrequenciesHow a Laser WorksThe Helium-Neon LaserIn-Depth Look 14.2: Extreme Laser FactsVariable-Color Semiconductor LasersOvercoming Losses in Fiber-Optic SystemsQuantum Physics Description of LasersThe Semiconductor Diode LaserFiber-Optics CommunicationBandwidth and the Physics of WavesOverview of Fiber-Optical Communication SystemsModulating a Laser Beam with DataWavelength Multiplexing in Optical CommunicationThe Virtues of Lasers for Optical CommunicationHardware for Wavelength MultiplexingLaser Beam RoutingCommunication Networks and the InternetThe Physics behind the InternetThe Goals of Computer Communication NetworksNoise in Analog and Digital SystemsChallenges in NetworkingBroadcasting Networks and Switching NetworksFailure-Resistant CommunicationsWireless Mobile Cell Phone NetworksPropagation of Wireless Waves in TerrainSummary of Scientific Notation and UnitsSources and Credits for Quotes Used with PermissionGlossary.…”
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“…Instead of statistical inference by testing, differentiability of seasonal serotonin-immunoreactivity was confirmed by a machine learning analysis using convolutional artificial neuronal networks (ANNs) with the digital immunofluorescence images as input information. …”
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“…The use of digital media and social networks may be a prime tool for the education of allergic individuals, community dialogue and dissemination of correct information about the various aspects of immune-allergic diseases.…”
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“…An example of a resource enabling such an integrated approach to neuroscientific discovery is the BigBrain, which spatially anchors tissue models and data across different scales and ensures that multiscale models are supported by the data, making the bridge to both basic neuroscience and medicine. …”
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“…As a biomarker discovery algorithm built on network marker topology, the proposed SEQ-Marker not only bridges transcriptomics and systems biology but also contributes to clinical diagnostics.…”
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“…On the other hand, the transcription factors Cebpd, Pax6, Spi1, and Tp73 were upregulated at 3 months after TBI (False discovery rate < 0.05), which was validated using digital droplet polymerase chain reaction. …”
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