Essays about: "anatomical"

Showing result 11 - 15 of 166 essays containing the word anatomical.

  1. 11. Self-supervised pre-training of an attention-based model for 3D medical image segmentation

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

    Author : Albert Sund Aillet; [2023]
    Keywords : Computer vision; Deep learning; 3D Medical image segmentation; Self-supervised learning; Datorseende; Djupinlärning; 3D Medicinsk bildsegmentering; Självövervakad träning;

    Abstract : Accurate segmentation of anatomical structures is crucial for radiation therapy in cancer treatment. Deep learning methods have been demonstrated effective for segmentation of 3D medical images, establishing the current standard. However, they require large amounts of labelled data and suffer from reduced performance on domain shift. READ MORE

  3. 12. Segmentation of x-ray images using deep learning trained on synthetic data

    University essay from KTH/Fysik

    Author : Marcus Larsson; [2023]
    Keywords : Radiography; Deep Learning; Synthetic Data; Segmentation; Röntgen; Djupinlärning; Syntetisk Data; Segmentering;

    Abstract : Radiograph examinations play a critical role in various applications such as the detection of bone pathologies and lung cancer, despite the challenge of false negatives. The integration of Artificial Intelligence (AI) holds promise in enhancing image quality and assisting radiologists in their diagnostic processes. READ MORE

  4. 13. Fragile Foal Syndrome (FFS) inverkan på hoppförmåga och exteriör hos svenska varmblod (SWB) : varför hoppar hästar med samma mutation på olika sätt?

    University essay from SLU/Dept. of Animal Breeding and Genetics

    Author : Kajsa Nyström; [2023]
    Keywords : Ehler-Danlos Syndrom; exteriör; Fragile Foal Syndrome FFS ; genetik; hoppförmåga; svenska varmblod SWB ;

    Abstract : Fragile Foal Syndrome (FFS) är en genetisk sjukdom som drabbar hästar. Sjukdomen karaktäriseras av svag och ömtålig bindväv. Detta bidrar till att individer homozygota för anlaget aborteras eller avlivas direkt efter fölning. Syndromet beror på en mutation som påverkar i kollagenproduktion, vilken nedärvs autosomalt recessivt. READ MORE

  5. 14. A CNN-based Analysis of Radiological Parameters from CT images : Improving Surgical Outcomes in Soft Tissue Sarcoma Patients with Pulmonary Metastases

    University essay from Uppsala universitet/Avdelningen Vi3

    Author : Klara Solander; [2023]
    Keywords : CNN; Convolutional Neural Network; AI; Artificial Intelligence; CT; STS; Soft Tissue Sarcoma; PM; Pulmonary Metastases;

    Abstract : Soft tissue sarcoma (STS) patients with pulmonary metastases (PM) experience a significant decrease in 5-year survival rates, ranging from 15 % to 50 % compared to 81 % without metastases. Despite this clinical challenge, there is a lack of consensus regarding the optimal treatment approach for PM in STS. READ MORE

  6. 15. Parapeytoia yunnanensis: The organism that connects the upper stem-group euarthropods

    University essay from Uppsala universitet/Paleobiologi

    Author : Sebastian Axel Cockfield Larsson; [2023]
    Keywords : ;

    Abstract : The study of euarthropod evolution in the Cambrian is challenging due to controversies surrounding the identification of various anatomical features. Radiodontans are supported to be a monophyletic group to the lower stem of euarthropods. READ MORE