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Species Resource Title
C.elegans tm1422 VNC-Dist: A machine learning-based semi-automated pipeline for quantification of neuronal position in the C. elegans ventral nerve cord.
Human and Animal Cells HuH-7 Advancing Cellular-Specific Delivery: Machine Learning Insights into Lipid Nanoparticles Design and Cellular Tropism.
Human and Animal Cells 201B7(HPS0063) , 409B2(HPS0076) Prediction of the hypothalamus-pituitary organoid formation using machine learning.
Human and Animal Cells 201B7(HPS0063) Early and non-destructive prediction of the differentiation efficiency of human induced pluripotent stem cells using imaging and machine learning.
GBIF Insect specimens of Natural History Museum, Kishiwada City , Butterfly Specimens of Yamaguchi Prefectural Yamaguchi Museum , Chironomid Specimen records in the Chironomid DNA Barcode Database. , Insects specimen database of Osaka Museum of Natural History , Insect Specimens of the Yamagata Prefectural Museum , Insect specimens of Bihoro Museum , Insect Specimens of Ibaraki University (Faculty of Science) , Insect Specimens of Gunma Insect World , Insect specimens of Tochigi Prefectural Museum , The Magoshichi Suda Insect Collection, The University Museum, The University of Tokyo. Coleoptera 2 (Disteniidae, Cerambycidae & Chrysomelidae (1)) , ... Temperature dependence of mosquitoes: Comparing mechanistic and machine learning approaches.
C.elegans tm344 Predicting lifespan-extending chemical compounds for C. elegans with machine learning and biologically interpretable features.
General Microbes JCM 20135 , JCM 1465 , JCM 10941 , JCM 12380 , JCM 8929 , JCM 19564 Nondestructive microbial discrimination using single-cell Raman spectra and random forest machine learning algorithm.
Human and Animal Cells RAW 264(RCB0535) Noninvasive detection of macrophage activation with single-cell resolution through machine learning.
Human and Animal Cells RAW 264(RCB0535) Deriving accurate molecular indicators of protein synthesis through Raman-based sparse classification.
General Microbes JCM1652 , JCM2152 Machine learning-driven electronic identifications of single pathogenic bacteria.
Human and Animal Cells LLC-GA5-CoL150(RCB0871) Feature importance of machine learning prediction models shows structurally active part and important physicochemical features in drug design.
Human and Animal Cells LLC-GA5-CoL150(RCB0871) Development of Simplified in Vitro P-Glycoprotein Substrate Assay and in Silico Prediction Models To Evaluate Transport Potential of P-Glycoprotein.
Human and Animal Cells MDCK(RCB0995) A Novel Morphological Marker for the Analysis of Molecular Activities at the Single-cell Level.
Human and Animal Cells COS-7(RCB0539) IMACEL: A cloud-based bioimage analysis platform for morphological analysis and image classification.
Human and Animal Cells Hepa 1-6(RCB1638) Cell type discrimination based on image features of molecular component distribution.