Essays about: "patient value"

Showing result 1 - 5 of 158 essays containing the words patient value.

  1. 1. Predicting True Sepsis and Culture-positive Sepsis in Intensive Care Unit with Machine Learning Techniques

    University essay from Lunds universitet/Matematisk statistik

    Author : Zeyuan Wu; [2024]
    Keywords : Machine Learning; Diagnosis of Sepsis; XGBoost; Logistic Regression; Mathematics and Statistics;

    Abstract : Sepsis, a serious medical condition often leading to patients requiring intensive care, has prompted numerous scientists to employ mathematical techniques to aid in its diagnosis. This thesis uses logistic regression and a machine learning technique, XGBoost, to predict true sepsis (as opposed to sepsis mimics) and culture-positive sepsis (among true sepsis) in critical care using blood test results, physiological measurements and other patient characteristics. READ MORE

  2. 2. Assessment and evaluation of heterogeneity in data from immune infiltration spatial niches in lung cancer

    University essay from Lunds universitet/Matematisk statistik

    Author : Mahta Keivani Najafabadi; [2023]
    Keywords : Mathematics and Statistics;

    Abstract : The protein biomarker expressions in three types of sampled immune INFILTration spatial niches in lung cancer tissue were measured using the new technology Digital Spatial Profiler (DSP). The three types of immune INFILTration that were observed in lung tumors were STROMA identified as immune cells separate from tumor cells, Tertiary lymphoid structures (TLS) identified as dense structures of organized immune cells and finally Infiltraterate where immune cells dispersed among and in direct contact with tumor cells (INFILT). READ MORE

  3. 3. User Evaluations for Systems Aimed at Domain Experts

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Jennifer Gross; [2023]
    Keywords : ;

    Abstract : A case study was completed to complete a usability evaluation following the ISO standards and heuristic evaluation on a prototype for a newly defined central pharmacist position at Akademiska Sjukhuset.  From this study, it was found that there were several unique issues that were identified only in the usability study that were not found in the heuristic analysis: assessment of patient warnings, the time it takes to evaluate the warnings and the evaluation methods the test subjects used. READ MORE

  4. 4. Improving proton therapy planning with photon-counting spectral computed tomography

    University essay from KTH/Fysik

    Author : Karin Larsson; [2023]
    Keywords : Proton therapy; Medical imaging; Computed Tomography; Protonterapi; Medicinsk avbildning; Datortomografi;

    Abstract : Proton radiation therapy is an alternative to conventional photon radiation therapy, which accounts for the majority of radiation treatments today. The rationale for using protons in radiation therapy lies in their dose deposition properties; photons deposit a radiation dose inversely proportional to the energy, and therefore tissue depth, while protons exhibit a sharp Bragg peak when traversing matter. READ MORE

  5. 5. Assessing the market possibilities and productization of ambulatory ECG-devices in the Business to Consumer space

    University essay from Lunds universitet/Produktionsekonomi

    Author : Morgan Bryer; Anton Palmén; [2023]
    Keywords : ECG; Ambulatory ECG; Medical technology; remote monitoring; B2M.; Technology and Engineering;

    Abstract : There is currently a shift in the healthcare sector moving towards remote monitoring, meaning that monitoring of diseases and other issues is moving out of hospitals and into people's homes with the use of medical technology. One of the fastest-growing at-home monitoring solutions is the ECG device, especially due to the fact that cardiovascular diseases are the leading cause of death worldwide. READ MORE