Essays about: "Data mining methods for diagnosis"

Showing result 1 - 5 of 7 essays containing the words Data mining methods for diagnosis.

  1. 1. Endometriosis and Its Correlation with Lifestyle Factors and Health Indicators : A Data Mining Approach Using R and Python

    University essay from KTH/Medicinteknik och hälsosystem

    Author : Jonas Stylbäck; Ella Villför; [2023]
    Keywords : Endometriosis; lifestyle factors; correspondence analysis; data mining; Endometrios; livsstil; korrespondensanalys; datautvinning;

    Abstract : Around 10% of women in fertile age have endometriosis, despite this there is little known about its origin. It can take years from the first experienced symptoms to an established diagnosis, which is done using invasive methods. READ MORE

  3. 2. Data mining techniques for modeling the operating behaviors of smart building control valve systems

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Amirmohammad Eghbalian; [2020]
    Keywords : Machine learning; Data mining; Outlier detection; Time-series; HVAC R;

    Abstract : Background. One of the challenges about smart control valves system is processing and analyzing sensors data to extract useful information. These types of information can be used to detect the deviating behaviors which can be an indication of faults and issues in the system. READ MORE

  4. 3. Feature Extraction for the Cardiovascular Disease Diagnosis

    University essay from Mittuniversitetet/Avdelningen för informationssystem och -teknologi

    Author : Yu Tang; [2018]
    Keywords : ECG; Feature Extraction; CWT; Unsupervised Learning; Clustering; User interface; Feature Visualization; ECG Disease Diagnosis.;

    Abstract : Cardiovascular disease is a serious life-threatening disease. It can occur suddenly and progresses rapidly. Finding the right disease features in the early stage is important to decrease the number of deaths and to make sure that the patient can fully recover. READ MORE

  5. 4. Knowledge Discovery and Data Mining Using Demographic and Clinical Data to Diagnose Heart Disease.

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

    Author : Javier Fernandez Sanchez; [2018]
    Keywords : machine learning; data science; artificial intelligence; data mining; cardiovascular disease; CVD; exploratory analysis; EDA; clinical data; support vector machines; preprocessing; decision trees; logistic regression; KNN; adaboost; xgboost; random forest; health; healthcare;

    Abstract : Cardiovascular disease (CVD) is the leading cause of morbidity, mortality, premature death and reduced quality of life for the citizens of the EU. It has been reported that CVD represents a major economic load on health care sys- tems in terms of hospitalizations, rehabilitation services, physician visits and medication. READ MORE

  6. 5. Mining for Lung Cancer Biomarkers in Plasma Metabolomics Data

    University essay from Teknisk biologi

    Author : Anna Johnsson; [2010]
    Keywords : metabolomics; biomarkers; multivariate data analysis; PCA; OPLS; OPLS-DA;

    Abstract : Lung cancer is the cancer form that has the highest mortality worldwide and inaddition the survival of lung cancer is very low. Only 15% of the patients are alivefive years from set diagnosis. More research is needed to understand the biologyof lung cancer and thus make it possible to discover the disease at an early stage. READ MORE