Essays about: "Medical Language Processing"

Showing result 1 - 5 of 28 essays containing the words Medical Language Processing.

1. 1. The language of risk: A quantitative study on the effects of presentation format in risk communication

   University essay from Handelshögskolan i Stockholm/Institutionen för marknadsföring och strategi

   Author : Andreas Lidin; Daniel Mira; [2024]
   Keywords : Risk Communication; Numeracy; Presentation Format; Natural Frequencies;

   Abstract : Consumers are faced with everyday decisions requiring understanding and interpretation of risks and probabilities. One area where the importance of good risk communication is particularly salient is in modern healthcare where shared medical decision making is a central feature. READ MORE

3. 2. Improving customer support efficiency through decision support powered by machine learning

   University essay from Linköpings universitet/Programvara och system

   Author : Simon Boman; [2023]
   Keywords : Machine Learning; AI; NLP; Natural Language Processing; GPT-3; GPT-4; Recommendation System; Decision Support; Semantic Textual Similarity; Text Similarity; Customer Support Tickets; Case Study; Customer Support Efficiency; Healthcare; Medical Technology;

   Abstract : More and more aspects of today’s healthcare are becoming integrated with medical technology and dependent on medical IT systems, which consequently puts stricter re-quirements on the companies delivering these solutions. As a result, companies delivering medical technology solutions need to spend a lot of resources maintaining high-quality, responsive customer support. READ MORE

4. 3. Comparative Analysis of Transformer and CNN Based Models for 2D Brain Tumor Segmentation

   University essay from Linköpings universitet/Institutionen för medicinsk teknik

   Author : Henrik Träff; [2023]
   Keywords : Machine Learning; ML; AI; Computer vision; Vision Transformer; Swin Transformer; U-Net; nnU-Net; Brain Tumor Segmentation; Deep Learning;

   Abstract : A brain tumor is an abnormal growth of cells within the brain, which can be categorized into primary and secondary tumor types. The most common type of primary tumors in adults are gliomas, which can be further classified into high-grade gliomas (HGGs) and low-grade gliomas (LGGs). READ MORE

5. 4. A Prompting Framework for Natural Language Processing in the Medical Field : Assessing the Potential of Large Language Models for Swedish Healthcare

   University essay from KTH/Medicinteknik och hälsosystem

   Author : Anim Mondal; [2023]
   Keywords : Healthcare; NLP; GPT; framework; medical; AI; Hälsovård; NLP; GPT; ramverk; medicin; AI;

   Abstract : The increasing digitisation of healthcare through the use of technology and artificial intelligence has affected the medical field in a multitude of ways. Generative Pre-trained Transformers (GPTs) is a collection of language models that have been trained on an extensive data set to generate human-like text and have been shown to achieve a strong understanding of natural language. READ MORE

6. 5. Mortality Prediction in Intensive Care Units by Utilizing the MIMIC-IV Clinical Database

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

   Author : Raymond Wang; [2022]
   Keywords : Clinical Data Science; Mortality Prediction; MIMIC-IV; Machine Learning; NLP; ICU;

   Abstract : Machine learning has the potential of significantly improving daily operations in health care institutions but many persistent barriers are to be faced in order to ensure its wider acceptance. Among such obstacles are the accuracy and reliability. READ MORE