Essays about: "CTG"

Showing result 1 - 5 of 7 essays containing the word CTG.

  1. 1. Modeling and Interpreting CTG Curves from Labor Using Machine Learning and Pattern Recognition

    University essay from Lunds universitet/Matematisk statistik

    Author : Sandra Kandefelt; Sara Perklev; [2022]
    Keywords : machine learning; CTG; pattern recognition; labor; TOCO; FHR; Mathematics and Statistics;

    Abstract : The main monitoring method during labor is cardiotocography, CTG, which measures the fetal heartbeat, FHR, as well as the uterine contractions, TOCO. The CTG is a valuable tool in assessing the fetal status and it is evaluated intermittently by clinicians during the progress of the labor. READ MORE

  3. 2. Predicting Birth Outcome Using Cardiotocography and Machine Learning

    University essay from Lunds universitet/Matematisk statistik

    Author : Josefine Öder; [2022]
    Keywords : Mathematics and Statistics;

    Abstract : Cardiotography, CTG, is a monitoring method that is commonly used during childbirth. The method measures the fetal heart rate, FHR, alongside the uterine contractions, TOCO. Clinicians use this tool to evaluate the health of the infant, and to observe changes which might imply hypoxia, lack of oxygen supply, for the fetus. READ MORE

  4. 3. Fine-Tuning Pre-Trained Language Models for CEFR-Level and Keyword Conditioned Text Generation : A comparison between Google’s T5 and OpenAI’s GPT-2

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

    Author : Quintus Roos; [2022]
    Keywords : Transformed-based Pre-trained Language Models; Natural Language Processing; Natural Language Generation; Conditional Text Generation; Text Classification; Fine-tuning; English Language Learning.; Transformbaserade förtränade språkmodeller; naturlig språkbehandling; naturlig språkgenerering; betingad textgenerering; finjustering; instruktionsjustering; engelska inlärning.;

    Abstract : This thesis investigates the possibilities of conditionally generating English sentences based on keywords-framing content and different difficulty levels of vocabulary. It aims to contribute to the field of Conditional Text Generation (CTG), a type of Natural Language Generation (NLG), where the process of creating text is based on a set of conditions. READ MORE

  5. 4. VePMAD: A Vehicular Platoon Management Anomaly Detection System : A Case Study of Car-following Mode, Middle Join and Exit Maneuvers

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

    Author : Weaam Bayaa; [2021]
    Keywords : MDS; GMMHMM; PMP; Machine Learning; Bayesian information Criterion BIC ; Platoon Behavior Recognition; MDS; GMMHMM; PMP; Maskininlärnings; BIC; Plutonbeteendeigenkänning;

    Abstract : Vehicle communication using sensors and wireless channels plays an important role to allow exchanging information. Adding more components to allow exchanging more information with infrastructure enhanced the capabilities of vehicles and enabled the rise of Cooperative Intelligent Transport Systems (C-ITS). READ MORE

  6. 5. Evaluation of transferability of Convolutional Neural Network pre-training with regard to image characteristics

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

    Author : Fanny Ekblad Voltaire; Noah Mannberg; [2021]
    Keywords : ;

    Abstract : This study evaluates the impact of pre-training on a medical classification task and investigates what characteristics if images affect the transferability of learned features from the pre-training. Cardiotocography (CTG) is a combined electronic measurement of the fetal heart rate (FHR) and maternal uterine contractions during labor and delivery and is commonly analyzed to prevent hypoxia. READ MORE