Sökning: "Lung Segmentation Detection"

Hittade 3 avhandlingar innehållade orden Lung Segmentation Detection.

  1. 1. 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

  3. 2. Nuclear medicine imaging and treatment in pheochromocytoma, paraganglioma, and role of the new tracer 11C-hydroxy ephedrine in diabetes mellitus

    Författare :Achyut Ram Vyakaranam; Anders Sundin; Elin Trägårdh; Uppsala universitet; []
    Nyckelord :MEDICIN OCH HÄLSOVETENSKAP; MEDICAL AND HEALTH SCIENCES; 11C-HED; PRRT; TCTTV; Non-Invasive imaging; symapthetic innervation; pheochromocytoma; paraganglioma; NETs; RECIST 1.1; Oncology; Onkologi; Endokrinologi och Diabetologi; Endocrinology and Diabetology;

    Sammanfattning : Carbon-11 hydroxy ephedrine (11C-HED) is a norepinephrine analog which binds to the norepinephrine receptor present in adrenal medulla, lung, liver and pancreas. 11C-HED-positron emission tomography with concomitant computed tomography (PET/CT) can image these organs. LÄS MER

  4. 3. Advancing antiviral strategies against emerging RNA viruses by phenotypic drug discovery

    Författare :Marianna Tampere; Karolinska Institutet; Karolinska Institutet; []
    Nyckelord :;

    Sammanfattning : Pathogenic RNA viruses can emerge from unexpected sources at unexpected times and cause severe disease in humans, as exemplified by the ongoing coronavirus disease 19 (COVID-19) pandemic caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and Ebola virus (EBOV), Crimean-Congo hemorrhagic fever virus (CCHFV) and Zika virus (ZIKV) outbreaks from the past decade. Despite the increasing impact of emerging viruses to health and economy worldwide, our preparedness to stand against these diseases is hampered by the lack of approved and effective antiviral therapies. LÄS MER