Essays about: "diabetes models"

Showing result 1 - 5 of 34 essays containing the words diabetes models.

  1. 1. Self-Supervised Learning for Tabular Data: Analysing VIME and introducing Mix Encoder

    University essay from Lunds universitet/Fysiska institutionen

    Author : Max Svensson; [2024]
    Keywords : Machine Learning; Self-supervised learning; AI; Physics; Medicine; Physics and Astronomy;

    Abstract : We introduce Mix Encoder, a novel self-supervised learning framework for deep tabular data models based on Mixup [1]. Mix Encoder uses linear interpolations of samples with associated pretext tasks to form useful pre-trained representations. READ MORE

  3. 2. Hic2 overexpression increase of cell reprogramming efficiency- a computational study

    University essay from Lunds universitet/Fysiska institutionen; Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

    Author : Paulina Ibek; [2023]
    Keywords : Physics and Astronomy;

    Abstract : Since stem cells have many applications in medicine and can be used for treating e.g. cancer and diabetes, finding efficient methods for producing them is a relevant area of research. READ MORE

  4. 3. Identification of epigenetic biomarkers associated with the development of diabetic kidney disease in individuals with type 2 diabetes: a nested cohort study

    University essay from Lunds universitet/Socialmedicin och global hälsa

    Author : Marian Paiva Marchiori; [2023]
    Keywords : Medicine and Health Sciences;

    Abstract : Introduction. Type 2 diabetes (T2D) is the most common type of diabetes, and it can cause complications such as diabetic kidney disease (DKD), the main cause of end-stage renal disease worldwide. There is an urgent need to develop new biomarkers that would improve DKD’s risk prediction in patients with T2D. READ MORE

  5. 4. Losing the sensation of touch Mathematical modeling of diabetic neuropathy using spatial point processes

    University essay from Göteborgs universitet/Institutionen för matematiska vetenskaper

    Author : Sirada Kaewchino; Maximilian Nylander; Jadd Ujam; [2022-07-05]
    Keywords : ;

    Abstract : Diabetes has led to an epidemic of complications associated with this disease. Diabetic neuropathy, which causes pain and loss of sensation due to degeneration of nerve fibers, is one of the most common complications of diabetes. READ MORE

  6. 5. Evaluating Feature Selection Methods for Automated Computer Based Diagnostics of Diabetes

    University essay from KTH/Datavetenskap

    Author : Erik Wachtmeister; Noel Karlsson Johansson; [2022]
    Keywords : ;

    Abstract : Diabetes affects roughly 8% of the world population over the age of 18 and causes approximately 5 million deaths for people over the age of 20 each year. Furthermore, maybe half of all people with diabetes are undiagnosed. They could be diagnosed with automated computer-based diagnostics, but machine learning has its challenges. READ MORE