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To enable the development of wearable devices that possess advanced ultraviolet (UV) detection functions, scientists from
Nanyang Technological University, Singapore (NTU Singapore) have created a new type of light sensor that is both flexible and highly sensitive.
While invisible to the human eye, UV rays surround us in our environment, and excessive exposure can cause health issues including skin cancer and premature skin ageing. The intensity of UV rays is typically reported through an index during weather reports. A wearable device, such as a T-shirt or watch that monitors the actual personal UV exposure throughout the day, would be a useful and more accurate guide for people seeking to avoid sun damage. ....

United States , Zhao Hongping , Kim Munho , Nanyang Technological University , School Of Electronic , World Cancer Research Fund , Ohio State University , Department Of Electrical , Professor Kim Munho , Electrical Engineering , Asst Prof Kim , Asst Prof , World Cancer Research , Associate Professor Zhao Hongping , Computer Engineering , ஒன்றுபட்டது மாநிலங்களில் , பள்ளி ஆஃப் மின்னணு , உலகம் புற்றுநோய் ஆராய்ச்சி நிதி , ஓஹியோ நிலை பல்கலைக்கழகம் , துறை ஆஃப் மின் , மின் பொறியியல் , உதவி ப்ரொஃப் , உலகம் புற்றுநோய் ஆராய்ச்சி , கணினி பொறியியல் ,

UCI researchers use deep learning to identify gene regulation at single-cell level


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Irvine, Calif., Jan. 5, 2021 Scientists at the University of California, Irvine have developed a new deep-learning framework that predicts gene regulation at the single-cell level.
Deep learning, a family of machine-learning methods based on artificial neural networks, has revolutionized applications such as image interpretation, natural language processing and autonomous driving. In a study published recently in
Science Advances, UCI researchers describe how the technique can also be successfully used to observe gene regulation at the cellular level. Until now, that process had been limited to tissue-level analysis.
According to co-senior author Xiaohui Xie, UCI professor of computer science, the framework enables the study of transcription factor binding at the cellular level, which was previously impossible due to the intrinsic noise and sparsity of single-cell data. A transcription factor is a protein that controls the translation of genetic informa ....

United States , Orange County , Howard Gillman , Laiyi Fu , Emmanuel Dollinger , Xiaohui Xie , Lihua Zhang , University Of California , Information Engineering At China Xian Jiaotong University , Multiscale Cell Fate Research , National Science Foundation , Department Of Computer Science , Simons Center , School Of Electronic , Association Of American Universities , Science Advances , Qing Nie , National Science Foundation Simons Center , Computer Science , Information Engineering , Xian Jiaotong University , Chancellor Howard Gillman , Mathematics Statistics , Algorithms Models , ஒன்றுபட்டது மாநிலங்களில் , ஆரஞ்சு கவுண்டி ,