Essays about: "Network Healthcare"

Showing result 21 - 25 of 111 essays containing the words Network Healthcare.

1. 21. Autoencoder outlier detection during the Covid-19 vaccination campaign

   University essay from Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation; Lunds universitet/Institutionen för astronomi och teoretisk fysik - Genomgår omorganisation

   Author : Thomas Eriksson; [2022]
   Keywords : Vaccine side effects; Covid-19; Outlier detection in high-dimensional data; Deep learning; Machine learning; AI; Autoencoder; Healthcare registers.; Physics and Astronomy; Medicine and Health Sciences;

   Abstract : Outlier detection in high-dimensional data is a complex task, useful in many fields. One major application is in healthcare, where the high-dimensional healthcare registers can be used to detect patterns related to the medical behaviour and state of the population. READ MORE

3. 22. Dealing With Speckle Noise in Deep Neural Network Segmentation of Medical Ultrasound Images

   University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

   Author : Olmo Daniel; [2022]
   Keywords : Deep Learning; Ultrasound; Speckle Filtering; Medical Image Segmentation; U-Net; Wavelet Transfrom; Djupinlärning; Ultraljud; Specklefiltrering; Medicinsk bildsegmentering; U-Net; Wavelet transformation;

   Abstract : Segmentation of ultrasonic images is a common task in healthcare that requires time and attention from healthcare professionals. Automation of medical image segmentation using deep learning solutions is fast growing field and has been shown to be capable of near human performance. READ MORE

4. 23. Battery-less IoT Devices: Energy Source Manipulation Attacks

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Arslan Hameed; [2022]
   Keywords : ;

   Abstract : The Internet of Things (IoT) is expected to enable applications of utmost societal value, such as energy-efficient buildings, smart cities, and next-generation healthcare. While there has been a lot of progress on the security of larger devices, there is a need to consider the security of resource-constrained devices. READ MORE

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

   University essay from KTH/Hälsoinformatik och logistik

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

   Abstract : 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. READ MORE

6. 25. Offline Reinforcement Learning for Optimization of Therapy Towards a Clinical Endpoint

   University essay from KTH/Medicinteknik och hälsosystem

   Author : Simon Jenner; [2022]
   Keywords : Offline; Reinforcement learning; Double Deep Q-Network; Cognitive behavior therapy; Digital therapeutics; Optimization; Förstärkningsinlärning; Dubbelt djupt Q-nätverk; Kognitiv beteendeterapi; Digital terapeutika; Optimering;

   Abstract : The improvement of data acquisition and computer heavy methods in recentyears has paved the way for completely digital healthcare solutions. Digitaltherapeutics (DTx) are such solutions and are often provided as mobileapplications that must undergo clinical trials. READ MORE