Sökning: "förutsägelse av sjukdom"

Visar resultat 1 - 5 av 7 uppsatser innehållade orden förutsägelse av sjukdom.

1. 1. Parkinson’s disease tremor assessment: Leveragingsmartphones for symptom measurement

   M1-uppsats, Malmö universitet/Institutionen för datavetenskap och medieteknik (DVMT)

   Författare :Malek Abdul Sater; Reem Mohamed; [2023]
   Nyckelord :;

   Sammanfattning : Parkinson's disease (PD) is a progressive, chronic neurodegenerative disorder that impacts patients' quality of life. Hand tremor is a hallmark motor symptom of PD. However, current clinical tremor assessment methods are time-consuming and expensive and may not capture the full extent of tremor fluctuations. LÄS MER

3. 2. Predictive MR Image Generation for Alzheimer’s Disease and Normal Aging Using Diffeomorphic Registration

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Yuqi Zheng; [2023]
   Nyckelord :Medical Image Generation; Brain Aging; Diffeomorphic Registration; AlzheimerŠs Disease; Medicinsk bildgenerering; Åldrande av hjärnan; DiffeomorĄsk registrering; Alzheimers sjukdom;

   Sammanfattning : Alzheimer´s Disease (AD) is the most prevalent cause of dementia, signifying a progressive and degenerative brain disorder that causes cognitive function deterioration including memory loss, communication difficulties, impaired judgment, and changes in behavior and personality. Compared to normal aging, AD introduces more profound cognitive impairments and brain morphology changes. LÄS MER

4. 3. Vitiligo image classification using pre-trained Convolutional Neural Network Architectures, and its economic impact on health care

   M1-uppsats, KTH/Hälsoinformatik och logistik

   Författare :Nour Bashar; MRami Alsaid Suliman; [2022]
   Nyckelord :Vitiligo; deep CNN architectures; Image classification; pre-trained models; dataset; AUC; economic impact.; Vitiligo; djupa CNN-arkitekturer; bildklassificering; förtränade modeller; dataset; AUC; ekonomisk påverkan.;

   Sammanfattning : Vitiligo is a skin disease where the pigment cells that produce melanin die or stop functioning, which causes white patches to appear on the body. Although vitiligo is not considered a serious disease, there is a risk that something is wrong with a person's immune system. LÄS MER

5. 4. Privacy Preserving Survival Prediction With Graph Neural Networks

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Stefano Fedeli; [2021]
   Nyckelord :Graph Neural Network; Survival Analysis; Differential Privacy; Clinical Data; Registries; Population Study;

   Sammanfattning : In the development process of novel cancer drugs, one important aspect is to identify patient populations with a high risk of early death so that resources can be focused on patients with the highest medical unmet need. Many cancer types are heterogeneous and there is a need to identify patients with aggressive diseases, meaning a high risk of early death, compared to patients with indolent diseases, meaning a low risk of early death. LÄS MER

7. 5. Encoding Temporal Healthcare Data for Machine Learning

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Tamás Laczik; [2021]
   Nyckelord :Machine Learning; Temporal Data; Disease Prediction; Feature Engineering; Random Forest; Logistic Regression; Maskininlärning; tidsdata; förutsägelse av sjukdom; funktionsteknik; slumpmässig skog; logistisk regression;

   Sammanfattning : This thesis contains a review of previous work in the fields of encoding sequential healthcare data and predicting graft- versus- host disease, a medical condition, based on patient history using machine learning. A new encoding of such data is proposed for machine learning purposes. LÄS MER