E-Dissertationen: Search
Now showing items 4081-4090 of 4118
Establishing blood-based classifiers for decentralized and privacy-preserving disease prediction
(2024-04-08)
Big data is increasingly being generated across all sectors of medicine and high-dimensional omics data have been shown to be a powerful data space for AI applications that can assist in primary and differential diagnostics, ...
Holistic Video Understanding: Spatio-Temporal Modeling and Efficiency
(2024-05-21)
Video understanding, a specialized area within computer vision, focuses on classifying human actions in video clips. The field has seen remarkable advancements, particularly with the introduction of 3D convolutional neural ...
Using real-time observations and land surface modelling for improved irrigation and water resources management in Mediterranean climate
(2024-05-21)
Irrigated agriculture is essential to sustain crop production and livelihoods of the rural population in semi-arid and arid regions such as the Mediterranean. Meanwhile, unsustainable irrigation practices, population growth, ...
High-resolution and Large Field Microscopy of Expanded Mouse Brain Sections and Human Brain Organoids
(2024-04-08)
Connectome analysis, the comprehensive mapping of neural connections within an organism nervous system has long been a formidable challenge in neuroscience. Traditional methods often fall short in providing a holistic view ...
Uncertainty Reduction in Diffusion Magnetic Resonance Imaging Tractography
(2024-04-04)
Diffusion Magnetic Resonance Imaging (dMRI) is currently the only non-invasive method capable of mapping the geometry and microstructure of major white matter tracts in vivo. This technique measures the movement of water ...
The Signature Transform in Numerics and Machine Learning
(2024-04-23)
In this work we study the signature transform from the viewpoint of applied and numerical mathematics.
The theoretical background is established in the first part, where the signature is defined as a map going from ......
The theoretical background is established in the first part, where the signature is defined as a map going from ......
Novel lipoate-binding proteins and their role in sulfur oxidation
(2024-04-29)
The global sulfur cycle is a highly complex network of interconnected processes that involve the conversion of organic and inorganic sulfur compounds across multiple redox states. Driven by prokaryotes through the oxidation, ......
The Immune Memory Response and Metabolic Requirements of Human Gamma Delta T Cells
(2024-05-14)
γδ T cells are unconventional T cells that can mediate pro-inflammatory, cytotoxic, phagocytotic and professional antigen presenting properties. Sharing the features of both adaptive and innate immunity, γδ T cells also ...
Theoretical Studies of Nuclear Magnetic Resonance Chemical Shifts
(2024-05-21)
Nuclear magnetic resonance (NMR) spectroscopy is among the most important analytical methods for the determination of the chemical structure of matter. Its versatile applicability leads to the necessity of reliable ...
Biopharmaceutical characterization and formulation development of poorly water-soluble phytochemicals using in vivo predictive biphasic dissolution
(2024-05-22)
Nature offers a vast variety of different substances, some of which are known to have health-beneficial effects on humans. Thus, many of these compounds are frequently used as dietary supplements or herbal medicinal products. ...