Essays about: "process diagnostics"

Showing result 1 - 5 of 68 essays containing the words process diagnostics.

1. 1. Simulating metal ct artefacts for ground truth generation in deep learning.

   University essay from Lunds universitet/Avdelningen för Biomedicinsk teknik

   Author : Arthur Barakat; [2023]
   Keywords : Technology and Engineering;

   Abstract : CT scanning stands as one of the most employed imaging techniques used in clinical field. In the presence of metal implants in the field of view (FOV), distortions and noise appear on the 3D image leading to inaccurate bone segmentation, often required for surgery planning or implant design. READ MORE

3. 2. Finding the QRS Complex in a Sampled ECG Signal Using AI Methods

   University essay from KTH/Fysik

   Author : Jeanette Marie Victoria Skeppland Hole; [2023]
   Keywords : ECG; ECG-analysis; QRS detector; Artificial Intelligence; Machine Learning; Deep neural networks; Long short-term memory; Convolutional neural network; Multilayer perceptron; EKG; EKG-analys; QRS detektor; Artificiell intelligens; Maskininlärning; Djupa neurala nätverk; Long short-term memory; Convolutional neural network; Multilayer perceptron;

   Abstract : This study aimed to explore the application of artificial intelligence (AI) and machine learning (ML) techniques in implementing a QRS detector forambulatory electrocardiography (ECG) monitoring devices. Three ML models, namely long short-term memory (LSTM), convolutional neural network (CNN), and multilayer perceptron (MLP), were compared and evaluated using the MIT-BIH arrhythmia database (MITDB) and the MIT-BIH noise stress test database (NSTDB). READ MORE

4. 3. Improvement of Prevas’ AB quality management system according to ISO 13485:2016 : As a parallel project with the fictive development of ViroDetect for Sweden Diagnostics AB

   University essay from Uppsala universitet/Tillämpad materialvetenskap

   Author : Sophie Klingspor; Niclas Svensson; [2023]
   Keywords : continuous improvement; ISO; ISO 13485:2016; ISO 14971:2020; quality management; quality management system; requirement specification; risk management; ISO; ISO 13485:2016; ISO 14971:2020; kravspecifikation; kvalitetsledning; kvalitetsledningssystem; riskhantering; ständig förbättring.;

   Abstract : Quality management system’s (QMS) describes how organisations control their interconnected processes through four elements defined as quality planning, quality control, quality assurance and quality improvement to achieve quality through stakeholder satisfaction. The International Organization for Standardization (ISO) develops certifiable international standards for quality management. READ MORE

5. 4. Detection and quantification of post-translational modifications in non-invasive samples : Phosphoproteins as biomarkers and a market analysis of protein quantification technologies

   University essay from Uppsala universitet/Institutionen för biologisk grundutbildning

   Author : Sammi Baudin; Hillevi Fjellström; Aron Kraft; Erica Lamberg; Måns Rosenbaum; Hanna Sjöstrand; [2023]
   Keywords : Phorphorylation; Proteomics; Biomarkers; Phosphoproteins; PTM; Amyotrophic lateral sclerosis; ALS; Alzheimer s disease; Parkinson s disease; Cancer; xMAP; SIMOA; NULISA; PEA; ELISA; Mass spectrometry; SomaScan;

   Abstract : Post-translational modifications (PTMs) of proteins can be a sign and/or cause of disease. These modified proteins have the potential to be used as biomarkers for diagnostic purposes. However, research in the field is limited. READ MORE

6. 5. Development of a Mobile Phone Application for Measuring Muscle Shaking (tremor) in Order to Simplify Medical Diagnostics

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Kristoffer Gunnarsson; [2023]
   Keywords : Android application; Medical diagnostics; Accelerometer; Graphical user interface; Frequency analysis; Androidapplikation; Medicinsk diagnostisering; Accelerometer; Grafiskt användargränssnitt; Frekvensanalys;

   Abstract : At the moment, there is no quick and easy method to measure muscle shaking (tremor) reliably. In order to avoid long waiting times for an Electromyography (EMG) investigation, this thesis aims to create an Android smartphone application capable of measuring muscle tremor at a moment’s notice. READ MORE