Search Results - "Segebarth, Dennis"

Deep learning-enabled segmentation of ambiguous bioimages with deepflash2 by Griebel, Matthias, Segebarth, Dennis, Stein, Nikolai, Schukraft, Nina, Tovote, Philip, Blum, Robert, Flath, Christoph M.

“…Bioimages frequently exhibit low signal-to-noise ratios due to experimental conditions, specimen characteristics, and imaging trade-offs. Reliable segmentation…”
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Reward signaling in a recurrent circuit of dopaminergic neurons and peptidergic Kenyon cells by Lyutova, Radostina, Selcho, Mareike, Pfeuffer, Maximilian, Segebarth, Dennis, Habenstein, Jens, Rohwedder, Astrid, Frantzmann, Felix, Wegener, Christian, Thum, Andreas S., Pauls, Dennis

“…Dopaminergic neurons in the brain of the Drosophila larva play a key role in mediating reward information to the mushroom bodies during appetitive olfactory…”
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On the objectivity, reliability, and validity of deep learning enabled bioimage analyses by Segebarth, Dennis, Griebel, Matthias, Stein, Nikolai, von Collenberg, Cora R, Martin, Corinna, Fiedler, Dominik, Comeras, Lucas B, Sah, Anupam, Schoeffler, Victoria, Lüffe, Teresa, Dürr, Alexander, Gupta, Rohini, Sasi, Manju, Lillesaar, Christina, Lange, Maren D, Tasan, Ramon O, Singewald, Nicolas, Pape, Hans-Christian, Flath, Christoph M, Blum, Robert

“…Bioimage analysis of fluorescent labels is widely used in the life sciences. Recent advances in deep learning (DL) allow automating time-consuming manual image…”
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A novel missense variant in MYO3A is associated with autosomal dominant high‐frequency hearing loss in a German family by Doll, Julia, Hofrichter, Michaela A. H., Bahena, Paulina, Heihoff, Alfred, Segebarth, Dennis, Müller, Tobias, Dittrich, Marcus, Haaf, Thomas, Vona, Barbara

“…Background MYO3A, encoding the myosin IIIA protein, is associated with autosomal recessive and autosomal dominant nonsyndromic hearing loss. To date, only two…”
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Integrated cardio-behavioral responses to threat define defensive states by Signoret-Genest, Jérémy, Schukraft, Nina, L. Reis, Sara, Segebarth, Dennis, Deisseroth, Karl, Tovote, Philip

“…Fear and anxiety are brain states that evolved to mediate defensive responses to threats. The defense reaction includes multiple interacting behavioral,…”
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Unbiased analysis of the dorsal root ganglion after peripheral nerve injury: no neuronal loss, no gliosis, but satellite glial cell plasticity by Schulte, Annemarie, Lohner, Hannah, Degenbeck, Johannes, Segebarth, Dennis, Rittner, Heike L., Blum, Robert, Aue, Annemarie

“…Pain syndromes are often accompanied by complex molecular and cellular changes in dorsal root ganglia (DRG). However, the evaluation of cellular plasticity in…”
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Unbiased analysis of the dorsal root ganglion after peripheral nerve injury: no neuronal loss, no gliosis, but satellite glial cell plasticity by Schulte, Annemarie, Lohner, Hannah, Degenbeck, Johannes, Segebarth, Dennis, Rittner, Heike L., Blum, Robert, Aue, Annemarie

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Evaluation and Validation of Deep Learning Strategies for Bioimage Analyses by Segebarth, Dennis

“…Significant advances in fluorescence imaging techniques enable life scientists today to gain insights into biological systems at an unprecedented scale. The…”
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Deep-learning in the bioimaging wild: Handling ambiguous data with deepflash2 by Griebel, Matthias, Segebarth, Dennis, Stein, Nikolai, Schukraft, Nina, Tovote, Philip, Blum, Robert, Flath, Christoph M

“…We present deepflash2, a deep learning solution that facilitates the objective and reliable segmentation of ambiguous bioimages through multi-expert…”
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