Essays about: "Medical Ontology"

Showing result 1 - 5 of 10 essays containing the words Medical Ontology.

  1. 1. Pseudomonas aeruginosa gene expression analysis using pangenome and PAO1 reference genomes

    University essay from Lunds universitet/Examensarbeten i bioinformatik

    Author : Yi Su; [2023]
    Keywords : Biology and Life Sciences;

    Abstract : Development in sequencing technologies has made the analyses of genetic material much more accessible. Processing sequenced data for an accurate analysis comes with its challenges, especially with the studies in microbial in clinical in vivo samples where difficulties in the collection of these samples for sequencing could lower the quality and contamination from the human host which might affect the accuracy of downstream analysis. READ MORE

  3. 2. Classification of imbalanced disparate medical data using ontology

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Ludvig Karlsson; Gustav Wilhelm Kopp Sundin; [2023]
    Keywords : Ontology; machine learning; random forest; imbalanced data; oncology; digital transformation;

    Abstract : Through the digitization of healthcare, large volumes of data are generated and stored in healthcare operations. Today, a multitude of platforms and digital infrastructures are used for storage and management of data. The systems lack a common ontology which limits the interoperability between datasets. READ MORE

  4. 3. CondBEHRT: A Conditional Probability Based Transformer for Modeling Medical Ontology

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Linus Lerjebo; Johannes Hägglund; [2022]
    Keywords : Artificial Intelligence; Explainable AI; Machine Learning; Deep Learning; Data Mining; Electronic Health Records; Transformer; Graph Neural Network; Natural Language Processing; Hypertension; Kidney Disease; Heart Failure; Medical Ontology;

    Abstract : In recent years the number of electronic healthcare records (EHRs)has increased rapidly. EHR represents a systematized collection of patient health information in a digital format. EHR systems maintain diagnoses, medications, procedures, and lab tests associated with the patients at each time they visit the hospital or care center. READ MORE

  5. 4. An Investigation of Semantic Interoperability with EHR systems for Precision Dosing

    University essay from KTH/Medicinteknik och hälsosystem

    Author : Jovia Namugerwa Mukwaya; [2020]
    Keywords : precision dosing; ontology; semantic interoperability; precision medicine;

    Abstract : In healthcare, vulnerable populations that are using medications with a narrow therapeutic index and wide interpatient PK/PD (pharmacokinetic/pharmacodynamic modelling) variability are increasing. As such, variable dosage regimens may result in severe therapeutic failures or adverse drug reactions (ADR). READ MORE

  6. 5. Risk Management in Medical Devices: Hazard Identificationand Verification of Mitigation Controls

    University essay from KTH/Medicinteknik och hälsosystem

    Author : Gislé Segura Roca; [2020]
    Keywords : ;

    Abstract : During this project, the risk management of a medical device under development that deals with drug administration has been done. The aim of the project is to evaluate if part of the device is safe according to the current regulations in Sweden. READ MORE