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    University Hospital Essen Reports Findings in Sepsis (A proof of concept for mic rocirculation monitoring using machine learning based hyperspectral imaging in c ritically ill patients: a monocentric observational study)

    77-78页
    查看更多>>摘要:By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – New research on Blood Diseases and Con ditions - Sepsis is the subject of a report.According to news originating from Essen, Germany, by NewsRx correspondents, research stated, “Impairedmicrocircul ation is a cornerstone of sepsis development and leads to reduced tissue oxygena tion, influencedby fluid and catecholamine administration during treatment. Hyp erspectral imaging (HSI) is a non-invasivebedside technology for visualizing ph ysicochemical tissue characteristics.”

    Findings from Sao Paulo State University (UNESP) Broaden Understanding of Artifi cial Intelligence [Are Artificial Intelligence Virtual Simula ted Patients (Ai-vsp) a Valid Teaching Modality for Health Professional Students ?]

    78-79页
    查看更多>>摘要:By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – Investigators publish new report on Ar tificial Intelligence. According to news originatingfrom Botucatu, Brazil, by N ewsRx correspondents, research stated, “Simulation -based learning is robust,bu t the COVID pandemic created opportunities for novel modalities, including Artif icial IntelligenceVirtual Simulated Patient (AI-VSP) scenarios. Between 2019 an d 2022, the following health professionalstudents experienced AI-VSP at one US university: (a) ‘Headache’ scenario: 24 Family Nurse Practitioner(FNP) and 48 P hysician Assistants (PA) students, (b) ‘Insomnia’ scenario: 64 Bachelor of Scien ce inNursing (BSN) and 47 Accelerated Bachelor of Science in Nursing (ABSN) stu dents.”

    Tongji University Researchers Add New Findings in the Area of Autonomous Intelli gence (Multiple unmanned ship coverage and exploration in complex sea areas)

    79-79页
    查看更多>>摘要:By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – New research on autonomous intelligenc e is the subject of a new report. Accordingto news reporting originating from T ongji University by NewsRx correspondents, research stated, “Thisstudy addresse s the complexities of maritime area information collection, particularly in chal lenging seaenvironments, by introducing a multi-agent control model for regiona l information gathering.”

    New Intelligent Vehicles Findings from Chinese Academy of Sciences Discussed (So ra for Hierarchical Parallel Motion Planner: a Safe End-to-end Method Against Oo d Events)

    80-80页
    查看更多>>摘要:By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews – Investigators publish new report on Transportatio n - Intelligent Vehicles. According to newsreporting out of Beijing, People’s R epublic of China, by NewsRx editors, research stated, “End-to-endmotion planner s have shown great potential for enabling fully autonomous driving. However, whe n facingout-of-distribution (OOD) events, these planners might not guarantee th e optimal prediction of controlcommands.”

    University of Balikesir Researcher Discusses Findings in Machine Learning (Inter nal structure modification of a simple monthly water balance model via incorpora tion of a machine learning-based nonlinear routing)

    81-81页
    查看更多>>摘要:By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – Research findings on artificial intell igence are discussed in a new report. Accordingto news originating from Balikes ir, Turkey, by NewsRx correspondents, research stated, “ABSTRACT:Among various monthly water balance models, one of the models that has the simplest structure and offersa well-behaved conceptual platform is the GR2M.”

    Researchers Submit Patent Application, 'Method And System For Communication Betw een Blockchains On Heterogeneous Blockchain Networks', for Approval (USPTO 20240 220976)

    82-84页
    查看更多>>摘要:News editors obtained the following quote from the background information suppli ed by the inventors:“The number of blockchains, such as banks or other financia l institutions operating on blockchain networkshas grown at a rapid pace in the last decade. However, these blockchain networks remain isolated, operatingin t heir own respective silos. Many heterogeneous blockchain networks are unable to communicate witheach other, such as because of the use of different communicati on protocols, formatting standards, etc.

    'Method For Automated Coupling A Device To A Water Supply, Device And System' in Patent Application Approval Process (USPTO 20240218951)

    85-91页
    查看更多>>摘要:The following quote was obtained by the news editors from the background informa tion supplied bythe inventors: “According to the art a coupling system for irri gation units are known. For example there isa so called Gardena plug-in couplin g system, in which a fluid-conducting line coupling can be realized byplugging two coupling pieces. One of the two coupling pieces forming the line coupling co ntains a couplingnipple pointing away from a base body in the flow direction, w hich surrounds an outlet channel and isenclosed by a coupling sleeve of the sec ond coupling piece. WO 2010/127815 A1 discloses a couplingpiece having a main b ody and a coupling nipple directed away from said main body in a predetermined direction of flow. The coupling nipple surrounds an outlet duct containing a long itudinal axis, and havinga sealing body arranged in the main body upstream of t he coupling nipple within the main body. Saidsealing body prevents a flow of wa ter into the outlet duct in a blocking position by means of a blockingseal and being displaceable counter to the direction of flow from the blocking position i nto a passageposition when a coupling sleeve is plugged onto the coupling nippl e in a plugging direction via couplingstructures. Upstream of the coupling nipp le, the main body is radially widened in the form of an annularsurface extendin g transversely to the plugging direction, and in that the coupling structures co ntainat least one coupling element which is passed in a sealed manner through a n aperture, directed in theplugging direction, in the annular surface and is di splaceable in the plugging direction and coupled tothe displacement of the seal ing body. In the blocking position of the sealing body, the coupling elementpro jects beyond the annular surface. When the coupling sleeve is plugged on, the co upling element isinsertable further into the main body by the coupling sleeve. Thus, the coupling piece of WO 2010/127815A1 comprises a valve, which is opened , when the coupling piece is coupled with the complementarycoupling sleeve.

    Researchers Submit Patent Application, 'Utilizing Machine Learning Models For Ne twork Traffic Categorization', for Approval (USPTO 20240223478)

    91-94页
    查看更多>>摘要:News editors obtained the following quote from the background information suppli ed by the inventors:“Network traffic patterns widely vary with user application s. For example, streaming service users requirehigher download bandwidth relati ve to upload bandwidth, whereas video telephony users require comparabledownloa d bandwidth and upload bandwidth. Each application type may require different tr eatmentin a network to provide a good experience to end users of the applicatio n.”

    Patent Application Titled 'Controlling Safety Settings For Behavior Characterist ics Of Artificial Intelligence Characters' Published Online (USPTO 20240221264)

    94-97页
    查看更多>>摘要:Reporters obtained the following quote from the background information supplied by the inventors:“Virtual characters play essential roles in a diverse array of software applications, such as games, metaverses,social media, messengers, vid eo communication tools, and online training platforms. Users often interactwith the virtual characters in these applications. However, conventional virtual cha racter models aregenerally tailored for specific applications, hindering seamle ss integration into other applications andenvironments. Furthermore, convention al virtual character models are built based on predefined rules andrigid logic, thereby limiting their adaptability to emotions or actions of the user, user-re lated parameters,and environmental changes.

    Patent Issued for Machine learning using gradient estimate determined using impr oved perturbations (USPTO 12026623)

    97-100页
    查看更多>>摘要:From the background information supplied by the inventors, news correspondents o btained the followingquote: “In order to perform machine learning in hardware t he desired output is to be achieved from aparticular set of input data. For exa mple, input data (e.g. an input vector) is provided to a first layer.The input data is multiplied by a matrix of values, or weights, for the layer. The output signals (or outputvector) for the layer are the result of the matrix multiplica tion in the layer. The output signals are providedas the input signals to the n ext layer of matrix multiplications. This process may be repeated for a largenu mber of layers, each of which may include a number of neurons. The final output signals of the lastlayer are desired to match a particular set of target values . To perform machine learning, the weights (e.g.resistances) for one or more of the layers are adjusted in order to bring the final output signals closer toth e target values. Although this process can theoretically alter the weights of th e layers to provide thetarget output, in practice, ascertaining the appropriate set of weights is challenging. Various techniquesexist in order to aid in dete rmining the weights. However, each of these techniques also face significantiss ues.”