Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 20 of 42 for “"Response Prediction"”.
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Treatment Response Prediction in Acute Myeloid Leukemia Patients
… acute myeloid leukemia (AML) patient treatment response has the potential to impact clinical decisions. A prediction given at the time of diagnosis for treatment response can assist physicians in making effective treatment decisions and improving patient prognosis. This project aimed to develop …
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Damping and response prediction of a flexible cylinder in a current
Thesis (Ph. D.)--Massachusetts Institute of Technology, Dept. of Ocean Engineering, 1996.
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Damping estimation, response prediction and fatigue calculation of an operational single pile platform
… and measured damping controlled dynamic response of an operational single pile platform (AMOCO's South Marsh Island Block 33B platform) is presented. In the predictive analysis, a finite element model of the structure and a theoretical assessment of damping phenomena are combined with a …
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Multimodal Machine Learning for mCRC: Designing a Radiopathomics Pipeline for Therapy Response Prediction
L'abstract è presente nell'allegato / the abstract is in the attachment
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Integrating human psychology into car-following models for accurate response prediction: a realistic approach
… triggers that influence individual drivers' responses. To address this gap, we propose a new car-following model based on the Theory of Planned Behavior (TPB), which incorporates a human element by utilizing concepts of psychology. To gather the data pertaining to human input a questionnaire …
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Hierarchical regression model tree for explainable actor segmentation and response prediction on social networks
Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2023-04-12 without embargo terms
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Personalized Treatment Response Prediction under Dynamic and Time-Varying Treatment Strategies for Sepsis Patients
… time to conduct. Thus, personalized treatment response prediction under dynamic time-varying treatment strategies can be a very useful tool for clinicians when deciding what treatment strategy to administer to a patient. This thesis builds on G-Net, a deep sequential modeling framework for …
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Aerothermal and aeroelastic response prediction of aerospace structures in high-speed flows using direct numerical simulation
… and analysis practices to predict the structural response in this flight regime. In this thesis, a high-fidelity computational approach is used to examine the fluid-structural response of aerospace structures in high-speed flows. The method is applied to two cases: one involving a fluid-thermal …
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Using machine learning to understand the link between gene essentiality, gene expression and the chemosensitivity of cancer cells
… in precision medicine, particularly in drug response prediction. In this thesis, an in-depth investigation is conducted on carefully curated and integrated breast cancer focused datasets from the GDSC (Genomics of Drug Sensitivity in Cancer) and Achilles (CRISPR derived) project databases. …
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Effect of traveling waves on Vortex-Induced Vibration of long flexible cylinders
… to Vortex-Induced Vibration (VIV). Accurate prediction of VIV is necessary for estimating the fatigue life as well as for taking corrective measures to prevent the vibrations. State of the art response prediction methods work reasonably well for short flexible cylinders vibrating at …
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Evaluation of Deep Learning Algorithms in Predicting Seismic Response of a Reinforced Concrete Structure
… deep learning algorithms in predicting the response of a six-story instrumented reinforced concrete hotel in California to seismic excitation. Given the increasing availability of strong-motion data and expanded usage of deep learning in structural health monitoring, this thesis seeks to …
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Practical Analysis Tools for Structures Subjected to Flow-Induced and Non-Stationary Random Loads
… and improve upon existing methods to predict response of sensors due to flow-induced vibrations in a pipe flow. The aim was to develop a tool which would enable an engineer to quickly evaluate the suitability of a particular design for a certain pipe flow application, without sacrificing …
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Traveling waves in mode superposition
… Vibrations (VIV) because of ocean currents. Response prediction techniques which accurately estimate the strain due to VIV are of help in deciding how to mitigate VIV, and also to predict the life of the structure. Experiments conducted in the Gulf Stream provided data about the way long …
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Data-Driven General Purpose Foundation Models for Computational Pathology
… metastasis detection, survival and treatment response prediction, tumor site-of-origin identification, mutation prediction, biomarker screening, and more. However, traditional task-specific models often require extensive labeled data and struggle to generalize across diverse pathology tasks. …
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A scatter diagram approach to the selection of design currents for prediction of marine riser vortex-induced vibration
… large numbers of current profiles for use in the prediction of riser fatigue damage due to vortex-induced vibration. Scatter diagrams have long been used to characterize the probability of various combinations of wave height and period, which are then used to assess wave forces. To predict VIV …
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Inferring effective cancer combination therapies using network-based multi-omics data integration
… and, therefore, improve drug combination response prediction in cancer cell lines. To provide background and contextualise my research, in Chapter 1 of this Thesis, I provided an overview of cancer biology, biomarkers and therapeutics, with a focus on network modelling and machine …
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Development and evaluation of machine learning algorithms for biomedical applications
Gene network inference and drug response prediction are two important problems in computational biomedicine. The former helps scientists better understand the functional elements and regulatory circuits of cells. The latter helps a physician gain full understanding of the effective treatment on …
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Translational Neuroimaging of Emotion Processes in Posttraumatic Stress Disorder and Depression
… (MDD), which are linked to altered neural response patterns. However, inconsistent results have led to questions about the reliability of such findings. Heterogeneous clinical presentations across individuals with PTSD and MDD are likely to be associated with heterogeneous neurobehavioral …
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The influence of high harmonic force on fatigue life and its prediction via coupled inline-crossflow VIV modeling
… measures can be high. Effective VIV and fatigue prediction programs offer the potential for design and replacement schedule optimization. For a long time, researchers believed that these oscillations were mainly in the crossflow direction (a direction perpendicular to the flow direction) and were …
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Finite element solution of interface and free surface three-dimensional fluid flow problems using flow-condition-based interpolation
… scientific applications. To obtain an accurate response prediction, mass conservation must be satisfied. Due to a continuously moving fluid domain, however, it is a challenge to maintain the volume of the fluid while calculating the dynamic responses of free surfaces, especially when seeking …
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