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.
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Showing 1 to 7 of 7 for “"automated interpretation"”.
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Automated Interpretation of Machine Learning Models
… should evolve alongside ML by adopting automated techniques that use ML models to interpret ML models. This shift towards automation allows for more comprehensive analyses of ML models without requiring human scrutiny at every step, and the effectiveness of these methods should improve …
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Automated interpretation of digital images of hydrographic charts.
Details of research into the automated generation of a digital database of hydrographic charts is presented. Low level processing of digital images of hydrographic charts provides image line feature segments which serve as input to a semi-automated feature extraction system, (SAFE). This system is …
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A Bayesian Approach to the Characterization of Electroencephalographic Recordings in Premature Infants
… Because these EEG specialists are rare, an automated interpretation of newborn EEG recordings would increase access to an important diagnostic tool for physicians. To automate this procedure, we employ a novel Bayesian approach to compute the probability of EEG features: waveforms) including …
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Accelerated Optimisation Algorithms for Machine Learning and Image Processing
… the development of self-driving cars and the automated interpretation of medical images. Innovation in machine learning and image processing is boosted by two pillars: extraordinarily complex models, and extremely large datasets. Training complex models on large datasets is challenging, and …
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From Sample to Answer: Innovations in sample processing and CRISPR-based diagnostics for enhanced clinical translation and field deployment
… user manipulations and assay time, and enabling automated interpretation of assay results using a companion smartphone application. Next, we made further improvements and thoroughly validated this platform to create SHINEv2, a further streamlined, equipment-free, and easily deployable technology …
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Advanced Deep Learning Methods for the Automatic Analysis of Radar Sounder Data
… addressing the limitations of current automated interpretation methods. First, we tackle the scarcity of labeled data for semantic segmentation by introducing an interactive framework based on unsupervised random walks and user-guided label propagation. This approach formulates feature …
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Automatizace vyhodnocení diskové difuze pomocí multiplatformní aplikace s integrací expertních vyhodnocovacích pravidel
V této diplomové práci je navržena, implementována a integrována multiplatformní aplikace pro automatizované vyhodnocení diskové difuze (DD) při testování citlivosti na antibiotika (AST). Zpracovací řetězec DD zahrnuje detekci Petriho misek vylepšeným detektorem FCOS s mAP. = 98,76% a mAP. = …