neoplasms/classificationneoplasm stagingHorner's syndromeneurofibromatosis 1chromosome abnormalitiesgene amplificationtranslocationbiological tumor markersdifferential diagnosisNeuroblastoma is one of the most intensely studied solid malignancies that affect the pediatric age groups; its clinical presentation, treatment...
and if it stood still and grew in the soil it was a plant... a member of the plant kingdom.This system–organizing all life into these two kingdoms– worked very well for quite a while, even into the age of the microscope.With the invention of the microscope in the late 1500s, we...
Malignant lymphoma: current aspects in biology and classificationdoi:10.1111/joim.1997.242.s740.53H. STEINJohn Wiley & Sons, LtdJournal of Internal Medicine
The Transporter Classification Database (TCDB) incorporates both functional and phylogenetic information on membrane transport proteins to provide the Transporter Classification (TC), an extensive approved classification method for transporter proteins. [46] Microalgae-specific Databases Database of information ...
Methods for the integration of multi-omics data: mathematical aspects BMC Bioinformatics, 17 (2016), p. 15 Google Scholar 140. Guyon I., Weston J., Barnhill S., Vapnik V. Gene selection for cancer classification using support vector machines Mach. Learn, 46 (2002), pp. 389-422 View in...
An ML-based signature normally has higher sensitivity and specificity than a signature coming from comparative analysis of cfRNA profiles [71], presumably because ML algorithms automatically assign a weight to every gene in order to maximize the accuracy of the classification. An example of this ...
Targeted anticancer drugs block cancer cell growth by interfering with specific signaling pathways vital to carcinogenesis and tumor growth rather than harming all rapidly dividing cells as in cytotoxic chemotherapy. The Response Evaluation Criteria in Solid Tumor (RECIST) system has been used to assess...
Hydrogel classification and physicochemical property Hydrogels can be classified into two types, i.e., natural hydrogels and synthetic hydrogels. Natural hydrogels, such as collagen, gelatin, hyaluronic acid (HA), chitosan, etc., always have good biocompatibility and biodegradability. However, their mec...
At the class level within the Naranjo-Ortiz and Gabaldón (2019) classification system, chytridiomycetes was by far the dominating class across all countries (Fig. 3A). The system proposed by Tedersoo et al. (2018) revealed a higher heterogeneity at the class level (Fig. 3B). Due to ...
In contrast, traditional machine learning algorithms such as MLP and RF may be more suitable for small data classification and regression problems (Table 1). Table 1 Comparisons between machine learning algorithms Full size table Applications of machine learning in TCM research Applications of machine...