Essays about: "medical doctors"

Showing result 11 - 15 of 110 essays containing the words medical doctors.

  1. 11. What Healthtech Companies Should Consider When Entering the UK Healthcare Market

    University essay from Lunds universitet/Innovationsteknik

    Author : Lovisa Hökstrand; Ella Björklund; [2022]
    Keywords : UK healthcare; NHS England; healthtech; internationalization; market entry; market barriers; Technology and Engineering;

    Abstract : Healthcare systems around the world are facing a multitude of challenges, mostly because of aging populations. The Covid-19 pandemic put further strain on the sector and has left many countries with a backlog of medical procedures, which further exacerbates the issues. READ MORE

  3. 12. Probabilistic Detection of Nuclei in Digital Pathology using Bayesian Deep Learning

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Chuxin Zhang; [2022]
    Keywords : Uncertainty Estimation; Bayesian Deep Learning; Monte-Carlo Dropout; Digital Pathology;

    Abstract : Deep learning (DL) has demonstrated outstanding performance in a variety of applications. With the assistance of DL, healthcare seeks to reduce labor costs and increase access to high-quality medical resources. To ensure the stability and robustness of DL applications in medicine, it is essential to estimate the uncertainty. READ MORE

  4. 13. C-section birth data classification using ensemble modelling techniques and their performance analysis

    University essay from Högskolan i Skövde/Institutionen för informationsteknologi

    Author : Maria Yousaf; [2022]
    Keywords : ;

    Abstract : Data mining and machine learning techniques have a wide range of applications in businesses, healthcare, organizations, and academia, to name a few. Machinelearning has been used by several academics to construct decision support systems, analyse major clinical features, extract useful information from trends in historical data, generate predictions, and classify diseases. READ MORE

  5. 14. Medical image captioning based on Deep Architectures

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

    Author : Georgios Moschovis; [2022]
    Keywords : Artificial Neural Networks; Deep Learning; Speech and language technology; Natural Language Processing NLP ; Deep networks; Generative deep networks; Convolutional neural networks CNN ; Text generation; Information retrieval; Diagnostic captioning; Image captioning; concept prediction; classification; image encoders; transformers; Encoder-Decoder architecture; abstractive summarization; Neurala nätverk; Djup inlärning; Tal-och språkteknologi; naturlig språkbehandling; djup neurala nätverk; generativa djupa nätverk; konvolutionella neurala nätverk; Textgenerering; Informationssökning; Diagnostisk textning; Bildtextning; konceptförutsägelse; klassificering; bildkodare; transformatorer; kodaravkodararkitektur; abstrakt sammanfattning;

    Abstract : Diagnostic Captioning is described as “the automatic generation of a diagnostic text from a set of medical images of a patient collected during an examination” [59] and it can assist inexperienced doctors and radiologists to reduce clinical errors or help experienced professionals increase their productivity. In this context, tools that would help medical doctors produce higher quality reports in less time could be of high interest for medical imaging departments, as well as significantly impact deep learning research within the biomedical domain, which makes it particularly interesting for people involved in industry and researchers all along. READ MORE

  6. 15. Visual Transformers for 3D Medical Images Classification: Use-Case Neurodegenerative Disorders

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Pooriya Khorramyar; [2022]
    Keywords : Artificial intelligence; Explainable AI; Machine learning; Deep learning; Computer vision; Vision Transformer; Visual Transformer; ViT; Convolutional Neural Network; CNN; Neurodegenerative disorder; Mild cognitive impairment; Alzheimer s disease; Fluorodeoxyglucose; 18F-FDG; Positron Emission Tomography; PET; Brain; Brain scan;

    Abstract : A Neurodegenerative Disease (ND) is progressive damage to brain neurons, which the human body cannot repair or replace. The well-known examples of such conditions are Dementia and Alzheimer’s Disease (AD), which affect millions of lives each year. READ MORE