Essays about: "soft detection"

Showing result 6 - 10 of 54 essays containing the words soft detection.

1. 6. Automatic Detection of Common Signal Quality Issues in MRI Data using Deep Neural Networks

   University essay from Linköpings universitet/Institutionen för medicinsk teknik

   Author : Erika Ax; Elin Djerf; [2023]
   Keywords : mr; magnetic resonance; machine learning; deep learning; anomaly detection; U-Net; autoencoder; 3D; classification; reconstruction; artefacts;

   Abstract : Magnetic resonance imaging (MRI) is a commonly used non-invasive imaging technique that provides high resolution images of soft tissue. One problem with MRI is that it is sensitive to signal quality issues. The issues can arise for various reasons, for example by metal located either inside or outside of the body. READ MORE

3. 7. 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

4. 8. Real-Time Soft Body Physics Engine for Enhanced ConvexPolygon Dynamics

   University essay from Örebro universitet/Institutionen för naturvetenskap och teknik

   Author : Martin Vickgren; [2023]
   Keywords : Soft-body Physics; Convex Polygons; Real-time Simulation; Collision Resolution; Physics Engine;

   Abstract : This thesis covers the development process of implementation, and evaluation of a softbody physics engine for convex polygon objects. The main feature is implementation of adynamic polygon collider that represents a polygons shape correctly, while still being ableto collide with other objects in the simulation. READ MORE

5. 9. Comparing Ensemble Methods with Individual Classifiers in Machine Learning for Diabetes Detection

   University essay from KTH/Datavetenskap

   Author : Samuel Härner; David Ekman; [2022]
   Keywords : ;

   Abstract : Diabetes is a common disease that is characterized by several health markers. These markers can be used in machine learning to help predict the presence of diabetes in an individual. READ MORE

6. 10. Synthetic gel particle formation for acoustofluidic applications

   University essay from Lunds universitet/Avdelningen för Biomedicinsk teknik

   Author : Thibaut Valery; [2022]
   Keywords : agarose gel particles; acoustofluidics; droplet generation; microfluidic chip; Technology and Engineering;

   Abstract : Cancer cell detection by particle sorting systems is a very challenging field which could help to discover cancers at an earlier stage. Acoustophoresis used as a particle sorting system is based on the difference between the acoustic properties of particles and the medium. READ MORE