Essays about: "machine language in the health care"

Found 4 essays containing the words machine language in the health care.

1. 1. 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

3. 2. CondBEHRT: A Conditional Probability Based Transformer for Modeling Medical Ontology

   University essay from Högskolan i Halmstad/Akademin för informationsteknologi

   Author : Linus Lerjebo; Johannes Hägglund; [2022]
   Keywords : Artificial Intelligence; Explainable AI; Machine Learning; Deep Learning; Data Mining; Electronic Health Records; Transformer; Graph Neural Network; Natural Language Processing; Hypertension; Kidney Disease; Heart Failure; Medical Ontology;

   Abstract : In recent years the number of electronic healthcare records (EHRs)has increased rapidly. EHR represents a systematized collection of patient health information in a digital format. EHR systems maintain diagnoses, medications, procedures, and lab tests associated with the patients at each time they visit the hospital or care center. READ MORE

4. 3. Natural Language Processing for Patient Data in Clinical Decision Support Systems

   University essay from Lunds universitet/Avdelningen för Biomedicinsk teknik

   Author : Amanda Nilsson; Lina Samnegård; [2021]
   Keywords : Natural language processing; Machine learning; Prostate cancer; Named entity recognition; BERT; Technology and Engineering;

   Abstract : In Sweden, prostate cancer is the most common type of cancer among men. The care need within prostate cancer will get higher as the population increases and gets older. With this in mind, there is a need to streamline the care pathway. One way to do this is with a clinical decision support system. READ MORE

5. 4. ActRec - A Non-monotonic Reasoning Tool for Activity Recognition

   University essay from Umeå universitet/Institutionen för datavetenskap

   Author : Saeed Partonia; [2015]
   Keywords : ;

   Abstract : Human activities usually have a motive and are driven by goal directed sequence of actions. Recognizing and supporting human activities is an important challenge for ambient assisted living. Human activity recognition has a wide scope of application areas, e.g. READ MORE