Essays about: "discharge summary"

Showing result 1 - 5 of 9 essays containing the words discharge summary.

  1. 1. Towards Building Privacy-Preserving Language Models: Challenges and Insights in Adapting PrivGAN for Generation of Synthetic Clinical Text

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

    Author : Atena Nazem; [2023]
    Keywords : Generative Adversarial Networks; privacy-preserving language models; clinical text data; reinforcement learning; synthetic data;

    Abstract : The growing development of artificial intelligence (AI), particularly neural networks, is transforming applications of AI in healthcare, yet it raises significant privacy concerns due to potential data leakage. As neural networks memorise training data, they may inadvertently expose sensitive clinical data to privacy breaches, which can engender serious repercussions like identity theft, fraud, and harmful medical errors. READ MORE

  3. 2. An Automated Discharge Summary System Built for Multiple Clinical English Texts by Pre-trained DistilBART Model

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

    Author : Sahel Alaei; [2023]
    Keywords : Language model; discharge summary; automated summary; pre- trained model; DistilBART; transformer; ROUGE; MIMIC-III;

    Abstract : The discharge summary is an important document, summarizing a patient’s medical information during their hospital stay. It is crucial for communication between clinicians and primary care physicians. Creating a discharge sum- mary is a necessary task. However, it is time-consuming for physicians. READ MORE

  4. 3. Electrical Discharge Interaction with Lithium-Ion Battery Vent Gases: Investigations using High-Speed Imaging and Breakdown Analysis

    University essay from Lunds universitet/Institutionen för energivetenskaper

    Author : Alexander Petersson; [2023]
    Keywords : Electrical Discharge; Electrical Arc; Spark Discharge; Combustion; Ignition; Lithium-Ion Battery; Thermal Runaway; Vent Gases; Breakdown Voltage; Ionization; High-Speed Imaging; Technology and Engineering; Chemistry;

    Abstract : The increasing drive for sustainable and eco-friendly transportation has made the electrification of cars a top priority in the energy and transportation sectors. Ensuring the safety of electrical vehicle (EV) batteries is of the utmost importance. READ MORE

  5. 4. Characterization and modeling of hydrology and climatology in paramo ecosystems in Colombia : A study of the paramos and climate change impact on these ecosystems as a water resource

    University essay from Uppsala universitet/Luft-, vatten- och landskapslära

    Author : Lovisa Nilsson; Julia Tholander; [2022]
    Keywords : paramo; hydrology; climate change; precipitation; discharge; modeling; characterization; HBV; ENSO; paramo; hydrologi; klimatförändringar; nederbörd; avrinning; modellering; karaktärisering; HBV; ENSO;

    Abstract : Paramos are unique ecosystems situated in the tropical Andes at an elevation of 2800-4800 meters above sea level. They are home to a variety of endemic species and have a great water regulating capacity and supply around 80 % of the population in Colombia with freshwater. READ MORE

  6. 5. Djuromvårdnad vid trombocytopeni hos hund

    University essay from SLU/Dept. of Clinical Sciences

    Author : Agnes Lundholm; Emelie Johansson; [2021]
    Keywords : behandling; blödning; eftervård; immunmedierad trombocytopeni; immunmedierad trombocytopeni purpura; IMT; IMTP; intensivvård; ITP; omvårdnad;

    Abstract : Trombocytopeni är ett sjukdomstillstånd som orsakar koagulationsrubbningar vilket kan leda till allvarliga och ibland livshotande konsekvenser. Dödligheten hos hundar med trombocytopeni varierar mellan olika studier och prognosen kan påverkas av bakomliggande orsak och svar på vald behandling. READ MORE