Sökning: "annotation"

Visar resultat 26 - 30 av 147 avhandlingar innehållade ordet annotation.

  1. 26. Plug and play context-awareness for pervasive environments

    Författare :Katharina Rasch; Ayani Rassul; Alois Ferscha; KTH; []
    Nyckelord :TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; pervasive systems; context-awareness; service discovery; machine learning; automatic service annotation; preference mining;

    Sammanfattning : Pervasive environments are physical environments interwoven with a rich set of embedded sensors, actuators and displays offering their services to the user. The considerable amount of computing technology in such environments should be as unobtrusive as possible, aiding the user in everyday activities instead of being distracting. LÄS MER

  3. 27. Image and Data Analysis for Biomedical Quantitative Microscopy

    Författare :Damian J. Matuszewski; Ida-Maria Sintorn; Carolina Wählby; Peter Horvath; Uppsala universitet; []
    Nyckelord :TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; high-content screening; drug selection; DNA content histogram; manual image annotation; deep learning; convolutional neural networks; hardware integration; Computerized Image Processing; Datoriserad bildbehandling;

    Sammanfattning : This thesis presents automatic image and data analysis methods to facilitate and improve microscopy-based research and diagnosis. New technologies and computational tools are necessary for handling the ever-growing amounts of data produced in life science. LÄS MER

  4. 28. Advancing Clinical Decision Support Using Machine Learning & the Internet of Medical Things : Enhancing COVID-19 & Early Sepsis Detection

    Författare :Mahbub Ul Alam; Rahim Rahmani; Jaakko Hollmén; Sadok Ben Yahia; Stockholms universitet; []
    Nyckelord :NATURVETENSKAP; NATURAL SCIENCES; Internet of Medical Things; Patient-Centric Healthcare; Clinical Decision Support System; Predictive Modeling in Healthcare; Health Informatics; Healthcare analytics; COVID-19; Sepsis; COVID-19 Detection; Early Sepsis Detection; Lung Segmentation Detection; Medical Data Annotation Scarcity; Medical Data Sparsity; Medical Data Heterogeneity; Medical Data Security Privacy; Practical Usability Enhancement; Low-End Device Adaptability; Medical Significance; Interpretability; Visualization; LIME; SHAP; Grad-CAM; LRP; Electronic Health Records; Thermal Image; Tabular Medical Data; Chest X-ray; Machine Learning; Deep Learning; Federated Learning; Semi-Supervised Machine Learning; Multi-Task Learning; Transfer Learning; Multi-Modality; Natural Language Processing; ClinicalBERT; GAN; data- och systemvetenskap; Computer and Systems Sciences;

    Sammanfattning : This thesis presents a critical examination of the positive impact of Machine Learning (ML) and the Internet of Medical Things (IoMT) for advancing the Clinical Decision Support System (CDSS) in the context of COVID-19 and early sepsis detection.It emphasizes the transition towards patient-centric healthcare systems, which necessitate personalized and participatory care—a transition that could be facilitated by these emerging fields. LÄS MER

  5. 29. Assignment and assessment of orthology and gene function

    Författare :Christian Storm; Karolinska Institutet; Karolinska Institutet; []
    Nyckelord :Orthology; paralogy; homology; bootstrap; tree reconciliation; Pfam; functional annotation;

    Sammanfattning : Several genomes from different species have been sequenced over the last years, most notably the human genome. An important task of computational biology is to classify and functionally annotate the large amount of sequence data created by the genome sequencing projects. LÄS MER

  7. 30. Tools and annotations for variation

    Författare :Gerard C.P. Schaafsma; Proteinbioinformatik; []
    Nyckelord :Annotation; genetic variation; benchmarks; databases; disease groups; pathogenicity; proteins; representativeness; sensitivity; variant effect analysis;

    Sammanfattning : Since the finishing of the Human Genome Project, many next-generation (NGS) or high-throughput sequencing platforms have emerged. One of the applications of NGS technology, variant discovery, can serve as a basis for precision medicine. LÄS MER