Essays about: "treatment modalities"

Showing result 1 - 5 of 31 essays containing the words treatment modalities.

1. 1. 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

3. 2. The Perception of Mixed Emotions From Dynamic Video-Only and Audio-Only Expressions

   University essay from Stockholms universitet/Psykologiska institutionen

   Author : Anja Seiger; [2022]
   Keywords : ;

   Abstract : Although the concept of mixed emotions has shown to be a robust and measurable phenomenon, the perception of mixed emotions has rarely been addressed in previous studies and remains poorly understood. Based on this clear research gap, the present study aimed to explore the perception of mixed emotions expressed through video-only and audio-only modalities. READ MORE

4. 3. Brain Tumor Grade Classification in MR images using Deep Learning

   University essay from Linköpings universitet/Statistik och maskininlärning

   Author : Eleftheria Chatzitheodoridou; [2022]
   Keywords : brain tumor; glioma; magnetic resonance imaging; deep learning; brain tumor grade classification; convolutional neural network; transfer learning; explainability; multi-class classification;

   Abstract : Brain tumors represent a diverse spectrum of cancer types which can induce grave complications and lead to poor life expectancy. Amongst the various brain tumor types, gliomas are primary brain tumors that compose about 30% of adult brain tumors. READ MORE

5. 4. Correlation between PET/MRI image features andpathological subtypes for localized prostate cancer

   University essay from Umeå universitet/Institutionen för fysik

   Author : Jens Lindahl; [2021]
   Keywords : MRI; PET; Image features; Image processing; Localized prostate cancer; Pathological subtypes; MR; PET; Bildegenskaper; Bildbehandling; Lokal prostata cancer; Patologiska undertyper;

   Abstract : Prostate cancer is the most common cancer in Sweden. Patients with the condition have a good prognosis in general and most cases can be treated. READ MORE

6. 5. Effects of the BetterBack😊 Model of Care for Low-Back Pain in Swedish Primary Health Care : A statistical analysis

   University essay from Linköpings universitet/Avdelningen för prevention, rehabilitering och nära vård

   Author : Staffan Holm; [2021]
   Keywords : low back pain; model of care; ländryggssmärta; vårdprogram;

   Abstract : Introduction: Low back pain (LBP) is a common, globally occurring, and difficult to treat health issue. In Swedish primary health care, there is an issue with health care providers not using up-to-date practice when dealing with LBP. READ MORE