Publications by authors named "A Busch"

Background: The lack of predictive biomarkers contributes notably to the poor outcomes of patients with pancreatic ductal adenocarcinoma (PDAC). Cancer-associated fibroblasts (CAFs) are the key components of the prominent PDAC stroma. Data on clinical relevance of CAFs entering the bloodstream, known as circulating CAFs (cCAFs) are scarce.

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Depression is a prevalent mental health condition in the United States and a significant cause of morbidity and mortality. The treatment guidelines for depression recommends either psychotherapy, such as behavioral activation (BA), or a second-generation antidepressant as a first-line treatment for adult patients with depression. However, many individuals with depression do not experience improvement from first-line treatments or choose not to engage in them due to stigma, cost, difficulty with access, and/or side effects.

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Article Synopsis
  • The study focuses on using a recurrent neural network with complex numbers to perform image segmentation by analyzing spatiotemporal dynamics.
  • The network can effectively group different parts of an image based on the scene's structural features, demonstrating its versatility across various image types.
  • An exact mathematical solution of the network's dynamics is provided, clarifying how a single recurrent neural network with fixed weights can achieve object segmentation efficiently.
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Recent advances in neural recording technology allow simultaneously recording action potentials from hundreds to thousands of neurons in awake, behaving animals. However, characterizing spike patterns in the resulting data, and linking these patterns to behaviour, remains a challenging task. The lack of a rigorous mathematical language for variable numbers of events (spikes) emitted by multiple agents (neurons) is an important limiting factor.

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The entire RNA lifecycle, spanning from transcription to decay, is intricately regulated by RNA-binding proteins (RBPs). To understand their precise functions, it is crucial to identify direct targets, pinpoint their exact binding sites, and unravel the underlying specificity in vivo. Individual-nucleotide resolution UV crosslinking and immunoprecipitation 2 (iCLIP2) is a state-of-the-art technique that enables the identification of RBP binding sites at single-nucleotide resolution.

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