Search for dissertations about: "Early Detection"

Showing result 1 - 5 of 767 swedish dissertations containing the words Early Detection.

  2. 1. Identifying Patterns of Emotional and Behavioural Problems in Preschool children : Facilitating Early Detection

    Author : Berit M. Gustafsson; Per A Gustafsson; Mats Granlund; Marie Proczkowska; Eva Billstedt; Linköpings universitet; []
    Keywords : MEDICIN OCH HÄLSOVETENSKAP; MEDICAL AND HEALTH SCIENCES; MEDICIN OCH HÄLSOVETENSKAP; MEDICAL AND HEALTH SCIENCES;

    Abstract : Mental health problems often debut in early childhood and may last throughout adulthood, thereby making early detection and intervention especially important. The overarching aim of the present thesis was to identify patterns of emotional and behavioural problems indicating mental health problems in preschool children. READ MORE

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

    Author : Mahbub Ul Alam; Rahim Rahmani; Jaakko Hollmén; Sadok Ben Yahia; Stockholms universitet; []
    Keywords : 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;

    Abstract : 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. READ MORE

  5. 3. Ovarian Carcinoma - Early Detection and Prognostication

    Author : Laura Martin de la Fuente; Bröst- och ovarialcancer; []
    Keywords : MEDICIN OCH HÄLSOVETENSKAP; MEDICAL AND HEALTH SCIENCES; High-grade serous ovarian carcinoma; early detection markers; pre-diagnostic cervical sample; copy number alterations CNA ; copy number signatures; Claudin-4; immune cell infiltration; PD-1 PD-L1 pathway;

    Abstract : .... READ MORE

  6. 4. Pancreatic Cancer - Early Detection, Prognostic Factors, and Treatment

    Author : Daniel Ansari; Lund Kirurgi; []
    Keywords : MEDICIN OCH HÄLSOVETENSKAP; MEDICAL AND HEALTH SCIENCES; artificial neural networks; apicidin; centralization; early detection; epigenetics; high definition mass spectrometry; MUC4; pancreatic cancer; pancreaticoduodenectomy; prognostic factors; xenograft model; treatment;

    Abstract : Background: Pancreatic cancer is the fourth leading cause of cancer-related death. Only about 6% of patients are alive 5 years after diagnosis. One reason for this low survival rate is that most patients are diagnosed at a late stage, when the tumor has spread to surrounding tissues or distant organs. READ MORE

  7. 5. Early and Cost-Effective Software Fault Detection : Measurement and Implementation in an Industrial Setting

    Author : Lars-Ola Damm; []
    Keywords : NATURVETENSKAP; NATURAL SCIENCES; software; faults; defects; early fault detection; software process improvement;

    Abstract : Avoidable rework consumes a large part of development projects, i.e. 20-80 percent depending on the maturity of the organization and the complexity of the products. High amounts of avoidable rework commonly occur when having many faults left to correct in late stages of a project. READ MORE