Essays about: "Heterogeneous network"

Showing result 16 - 20 of 146 essays containing the words Heterogeneous network.

  1. 16. Machine Learning personalizationfor hypotension prediction

    University essay from KTH/Medicinteknik och hälsosystem

    Author : Clara Escorihuela Altaba; [2022]
    Keywords : Arterial blood pressure; Hypotension prediction; Machine learning personal- ization; Domain adaptation; Data grouping; Arteriellt blodtryck; Börutsägelse av hypotoni; Personaliserad maskininlär- ning; Domänanpassning; Datagruppering.;

    Abstract : Perioperative hypotension (PH), commonly a side effect of anesthesia,is one of the main mortality causes during the 30 posterior days of asurgical procedure. Novel research lines propose combining machinelearning algorithms with the Arterial Blood Pressure (ABP) waveform tonotify healthcare professionals about the onset of a hypotensive event withtime advance and prevent its occurrence. READ MORE

  3. 17. Predicting safe drug combinations with Graph Neural Networks (GNN)

    University essay from Uppsala universitet/Institutionen för farmaceutisk biovetenskap

    Author : Amirhossein Amanzadi; [2021]
    Keywords : Drug Combination; Polypharmacy Side Effects; Graph Neural Networks;

    Abstract : Many people - especially during their elderly - consume multiple drugs for the treatment of complex or co-existing diseases. Identifying side effects caused by polypharmacy is crucial for reducing mortality and morbidity of the patients which will lead to improvement in their quality of life. READ MORE

  4. 18. Privacy Preserving Survival Prediction With Graph Neural Networks

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Stefano Fedeli; [2021]
    Keywords : Graph Neural Network; Survival Analysis; Differential Privacy; Clinical Data; Registries; Population Study;

    Abstract : In the development process of novel cancer drugs, one important aspect is to identify patient populations with a high risk of early death so that resources can be focused on patients with the highest medical unmet need. Many cancer types are heterogeneous and there is a need to identify patients with aggressive diseases, meaning a high risk of early death, compared to patients with indolent diseases, meaning a low risk of early death. READ MORE

  5. 19. Integrating 5G Components into a TSN Discrete Event Simulation Framework

    University essay from Mälardalens högskola/Inbyggda system

    Author : Alexander Magnusson; David Pantzar; [2021]
    Keywords : 5G; TSN; Translator; 5QI; PCP;

    Abstract : TSN has for many years been the staple of reliable communication over traditional switched Ethernet and, has been used to advance the industrial automation sector. However, TSN is not mobile, which is needed to fully enable Industry 4.0. READ MORE

  6. 20. Performance Evaluation of a High Temperature Borehole Thermal Energy Storage Under Influence of Groundwater Flow

    University essay from KTH/Energiteknik

    Author : Max Hesselbrandt; [2021]
    Keywords : ;

    Abstract : Recent years have seen a growing interest in large-scale high-temperature borehole thermal energy storage (HT-BTES) as a means to store industrial waste heat and solar energy between the seasons. A profound understanding and characterization of the thermal and hydraulic processes involved in such systems is required for the optimal design as well as for environmental assessments of the storage. READ MORE