Essays about: "database diagnostic"

Showing result 1 - 5 of 21 essays containing the words database diagnostic.

  1. 1. Approved medicinal products with potential companion diagnostic tests : An Inventory of the Swedish/European drug market

    University essay from Uppsala universitet/Institutionen för farmaceutisk biovetenskap

    Author : Katrin Andersson; [2023]
    Keywords : CDx; Companion Diagnostic; IVDMD; In-vitro diagnostic medical devices; Regulation EU 2017 746;

    Abstract : The newly introduced regulation (EU) 2017/746 aims to make In Vitro Diagnostic Medical Devices (IVDMD), which include companion diagnostic tests (CDx), a widespread method of authorising medicinal products in the European market. However, European SmPCs (Summary of Product Characteristics) currently do not explicitly refer to the term or classify tests associated with medicinal products as CDx. READ MORE

  3. 2. Predicting Chronic Kidney Disease using a multimodal Machine Learning approach

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Aakruti Mishra; Navaneeth Puthiyandi; [2023]
    Keywords : Chronic kidney disease; Multimodal approach; ROCKET; Random Forest; XGBoost; MIMIC-III database; Data imbalance; Temporal and static modalities; Soft voting;

    Abstract : Chronic Kidney Disease (CKD) is a common and dangerous health condition that requires early detection and treatment to be effective. Current diagnostic methods are time-consuming and expensive. In this research, we hope to construct a predictive model for CKD utilizing a combination of time series and static variables for early detection of CKD. READ MORE

  4. 3. Biologically informed neural network for subphenotype classification in septic AKI

    University essay from Lunds universitet/Avdelningen för Biomedicinsk teknik

    Author : Erik Hartman; [2022]
    Keywords : Machine learning; neural networks; proteomics; sepsis; AKI; Technology and Engineering;

    Abstract : Sepsis is a life threatening condition where the body’s reaction to an infection results in a dysregulated immune response - ultimately causing damage to tissues and organs. The syndrome is diverse, both in underlying biology, disease manifestation and severity, and is therefore divided into endotypes and further into subphenotypes. READ MORE

  5. 4. A summary of research on the association between periodontitis and pre-eclampsia, pre-term birth and low birth weight

    University essay from Umeå universitet/Tandläkarutbildning

    Author : Anna-Maria Rikko; Carina Ruecha; [2022]
    Keywords : ;

    Abstract : ABSTRACT Background: In the late 1980s the possibility was raised that periodontal infections could constitute maternal infections so it could influence adversely birth outcomes. Adversely birth outcomes such as preterm infants (born before 37 weeks of gestation). Low birth weight (LBW) (<2500g) is also usual with preterm infants. READ MORE

  6. 5. Development of artificial neural networks for the prediction of outlying and influential individuals from pharmacokinetic and pharmacodynamic models

    University essay from Uppsala universitet/Institutionen för farmaci

    Author : Osama Qutishat; [2022]
    Keywords : Machine learning; pharmacometrics; Neural networks; pop-pk;

    Abstract : Nonlinear Mixed effect models are often used to describe population pharmacokinetics (PK) and Pharmacodynamics (PD) and play an important part of drug development both from regulatory and industry point of view. However, they can be time consuming and computationally expensive to develop. READ MORE