Walley W, Martin R, O'Connor M (2000) Self-organising maps for the classification and diagnosis of river quality from biological and environmental data. In: Denzer R, Swayne D, Purvis M, Schimak G (Eds) Environmental Software Systems: Environmental Information and Decision Support. Springer ...
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...
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...
The computer program does not include the diagnosis of somatoform disorder, because this diagnosis requires a clinical judgment regarding the adequacy of a biological explanation for physical symptoms that the patient has noted. A fourth page has been added to the PHQ that includes questions about ...
Self-healing efficiency Predictive model Regression and classification Artificial neural network Online ensemble learning framework 1. Introduction The ability to autonomously sense and repair damage is an inherent property of many biological systems. Bio-mimetic approaches that seek to reproduce natural mecha...
In conclusion, sexuality research in patients with DSD has demonstrated the complexity of numerous interacting biological, medical, psychological, and social factors (Wisniewski & Tishelman,2019). Our study on sexual self-concept in women with DSD revealed that cognitive–emotional factors play a role...
Analysis of the Human Protein Atlas Weakly Supervised Single-Cell Classification competition Article Open access 29 September 2022 Main 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...
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 ...