Suchergebnisse - Autoencoder-based phenotypic*

T72. AUTOENCODER BASED CORRECTION OF POPULATION STRATIFICATION PER INDIVIDUAL SNP'S von de Hemptinne, Matthieu, Posthuma, Danielle, Heskes, Tom

“… However, this poses challenges in genetic analysis as allelic differences can confound the detection of causal links between genetic variants and phenotypic traits …”
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Anomaly detection for high-content image-based phenotypic cell profiling von Shpigler, Alon, Kolet, Naor, Golan, Shahar, Weisbart, Erin, Zaritsky, Assaf

“… High-content image-based phenotypic profiling combines automated microscopy and analysis to identify phenotypic alterations in cell morphology and provide insight into the cell's physiological state …”
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Data driven discovery and quantification of hyperspectral leaf reflectance phenotypes across a maize diversity panel von Tross, Michael C., Grzybowski, Marcin W., Jubery, Talukder Z., Grove, Ryleigh J., Nishimwe, Aime V., Torres‐Rodriguez, J. Vladimir, Sun, Guangchao, Ganapathysubramanian, Baskar, Ge, Yufeng, Schnable, James C.

“… Estimates of plant traits derived from hyperspectral reflectance data have the potential to efficiently substitute for traits, which are time or labor …”
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Anomaly detection for high-content image-based phenotypic cell profiling von Shpigler, Alon, Kolet, Naor, Golan, Shahar, Weisbart, Erin, Zaritsky, Assaf

“… High-content image-based phenotypic profiling combines automated microscopy and analysis to identify phenotypic alterations in cell morphology and provide insight into the cell's physiological state …”
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FAME: Fragment-based Conditional Molecular Generation for Phenotypic Drug Discovery von Pham, Thai-Hoang, Xie, Lei, Zhang, Ping

“… In this work, we propose the first deep graph generative model (FAME) targeting phenotypic molecular design, in particular gene expression-based molecular design …”
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Animal communication of fear and safety related to foraging behavior and fitness: An individual-based modeling approach von Bhattacharjee, Sourodeep, MacPherson, Brian, Wang, Ranxiao Frances, Gras, Robin

“… Animal communication impacts many kinds of behavior including mating and courtship, escaping from predators and foraging activity. In this article, our …”
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Histopathology Image Analysis: From 2D Segmentation to 3D Registration von Roy, Mousumi

“… The rapid advance in high throughput digital scanners generates high resolution digital slides that contain rich information about morphological and functional …”
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ROI-Based Multimodal Neuroimaging Feature Fusion Method and Its Graph Neural Network Diagnostic Model von Wang, Xuan, Yang, Xiaopeng, Zhang, Xiaotong, Chen, Yang

“… During feature fusion, a shared adjacency matrix based on feature similarity and phenotypic data is constructed for graph representation …”
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PhenoEncoder: A Discriminative Embedding Approach to Genomic Data Compression von Tas, Gizem, Postma, Eric, Balvert, Marleen, Schoenhuth, Alexander

“… Exploring the heritability of complex genetic traits requires methods that can handle the genome's vast scale and the intricate relationships among genetic …”
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FAME: Fragment-based Conditional Molecular Generation for Phenotypic Drug Discovery von Pham, Thai-Hoang, Xie, Lei, Zhang, Ping

“… In this work, we propose the first deep graph generative model (FAME) targeting phenotypic molecular design, in particular gene expression-based molecular design …”
Volltext