Walley W, R Martin and M O'Connor (1999) Self-Organising Maps for the Classification and Diagnosis of River Quality from Biological and Environmental Data, presented at ISESS 1999 University of Otago, Dunedin, New Zealand, August 30 - September 2, 1999....
Existing applications of deep learning in computational imaging and microscopy mostly depend on supervised learning, requiring large-scale, diverse and labelled training data. The acquisition and preparation of such training image datasets is often laborious and costly, leading to limited generalization to ...
Biological Imaging Section, Research Technologies Branch, NIAID, NIH, Bethesda, MD, USA Margery G. Smelkinson Institute of Macromolecular Chemistry, Academy of Sciences of the Czech Republic, Prague, Czech Republic Richard Laga Department of Oncology, University of Oxford, Oxford, UK ...
Primary human papillomaviruses (HPV) cervical cancer screening can be strengthened by offering home-collection of biological specimen as a valuable option to increase screening coverage. As recommended by World Health Organization (WHO), screening programs should consider whether the inclusion of HPV self...
The applications of nanotechnology in biomedicine have gained considerable attentions in recent years owing to the great enhancement of therapeutic efficiency. Integration of self-assembly into nanotechnology has brought tremendous convenience during the formation of nano-carriers. Based on distinctive methods...
place in science by virtue of her perseverant, repetitive work with a sample of 91 students. The conclusions of her own article are indeed somewhat vague, and she limits herself to state that her painstaking classification of types “exemplifies” the general conclusions reached in her study with...
Application of self-organizing maps for assessing soil biological quality A Kohonen self-organizing map illustrating the input layer where the inputs refer to the soil quality variables, neuron computation, an output layer, and a map of clustered variables (adapted from Recknagel, 2006). View arti...
These biological specimens will be centrifuged and stored in the Biological Resource Center of SCCGZUCM for molecular analysis. Cytokines such as interleukin-5 (IL5), IL13, thymic stromal lymphopoietin (TSLP), and interferon-gamma (IFN-γ) will be detected using the enzyme-linked immunosorbent ...
Systematic and large-scale microscopy-based cell assays are becoming an increasingly important tool for biological discovery1,2, playing a key role in drug screening3,4, drug profiling5,6 and for mapping the subcellular localization of the proteome7,8. In particular, large-scale datasets based on...
Here we demonstrate multifunctional, self-sustained neuromorphic interfaces by achieving signal matching at the biological level. The advances rely on the unique properties of microbially produced protein nanowires, which enable both bio-amplitude (e.g., <100 mV) signal processing and energy ...