Essays about: "structure prediction"

Showing result 16 - 20 of 198 essays containing the words structure prediction.

  1. 16. Uncertainty Estimation in Volumetric Image Segmentation

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

    Author : Donggyun Park; [2023]
    Keywords : Uncertainty Estimation; Uncertainty Quantification UQ ; Volumetric Image Segmentation; 3D U-Net; test-time data augmentation; Deep ensemble;

    Abstract : The performance of deep neural networks and estimations of their robustness has been rapidly developed. In contrast, despite the broad usage of deep convolutional neural networks (CNNs)[1] for medical image segmentation, research on their uncertainty estimations is being far less conducted. READ MORE

  3. 17. Modelling Large Protein Complexes

    University essay from Uppsala universitet/Institutionen för biologisk grundutbildning

    Author : Ho Yeung Chim; [2023]
    Keywords : Protein Modeling; Monte Carlo Tree Search; Protein Complex;

    Abstract : AlphaFold [Jumper et al., 2021, Evans et al., 2022] is a deep learning-based method that can accurately predict the structure of single- and multiple-chain proteins. However, its accuracy decreases with an increasing number of chains, and GPU memory limits the size of protein complexes that can be predicted. READ MORE

  4. 18. System Dynamics Simulation of Hospital Resource Relocation for Healthcare Decision-making

    University essay from Malmö universitet/Institutionen för datavetenskap och medieteknik (DVMT)

    Author : Borg Lucas; Moreau Filip; [2023]
    Keywords : System Dynamics; Simulation; Healthcare; Resource Relocation;

    Abstract : INTRODUCTION: Relocating hospital resources can change the efficiency of their use. The focus of this thesis is on non-emergency healthcare, specifically the relocation of staff and facilities. Relocation can be both time-consuming and costly. READ MORE

  5. 19. The role of word accents in semantic processing in South Swedish

    University essay from Lunds universitet/Masterprogram: Språk och språkvetenskap; Lunds universitet/Fonetik

    Author : Jinhee Kwon; [2023]
    Keywords : Word accents; spoken word recognition; prediction; ERP; N400; Languages and Literatures;

    Abstract : Prosodic cues can aid speech processing by adding semantic information in lexical tones or functional information in intonational tones. Swedish word accents are considered to have stronger grammatical functions than semantic roles, although they are shaped by both lexical and intonational information structure. READ MORE

  6. 20. Transformer-Based Multi-scale Technical Reports Analyser for Science Projects Cost Prediction

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

    Author : Thomas Bouquet; [2023]
    Keywords : Natural Language Processing; Transformers; Deep Learning; Cost Prediction; Traitement Automatique du Langage; Transformers; Apprentissage Profond; Prédiction de coûts; Behandling av naturligt språk; Transformers; Djupinlärning; Kostnadsförutsägelser;

    Abstract : Intrinsic value prediction is a Natural Language Processing (NLP) problem consisting in determining a numerical value contained implicitly and non-trivially in a text. In this project, we introduce the SWORDSMAN model (Sentence and Word-level Oracle for Research Documents by Semantic Multi-scale ANalysis), a deep neural network architecture based on transformers whose goal is to predict the cost of research projects from the analysis of their abstract. READ MORE