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Autor:
Jolie B. Wormwood, Philip A. Kragel, Lisa Feldman Barrett, Christiana Westlin, Ajay B. Satpute, Deniz Erdogmus, Dana H. Brooks, Karen S. Quigley, Jennifer G. Dy, J. Benjamin Hutchinson, Katie Hoemann, Zulqarnain Khan, Bahar Azari
Publikováno v:
Scientific Reports, Vol 10, Iss 1, Pp 1-17 (2020)
Scientific Reports
Scientific Reports
Machine learning methods provide powerful tools to map physical measurements to scientific categories. But are such methods suitable for discovering the ground truth about psychological categories? We use the science of emotion as a test case to expl
Publikováno v:
Scientific Reports, Vol 10, Iss 1, Pp 1-11 (2020)
Scientific Reports
Scientific Reports
Deep learning analysis of images and text unfolds new horizons in medicine. However, analysis of transcriptomic data, the cause of biological and pathological changes, is hampered by structural complexity distinctive from images and text. Here we con
Autor:
Golnaz Shahtahmassebi, Andrei Lucian, Wenyuan Zhang, Sotiria Kogou, Bomin Su, Sam van Schaik, Biwen Shui, Haida Liang
Publikováno v:
Scientific Reports, Vol 10, Iss 1, Pp 1-14 (2020)
Scientific Reports
Scientific Reports
Automatic remote reflectance spectral imaging of large painted areas in high resolution, from distances of tens of meters, has made the imaging of entire architectural interior feasible. However, it has significantly increased the volume of data. Her
Autor:
Kenji Endo, Hideya Yamauchi, Kengo Yamamoto, Takato Aihara, Kei Kanazawa, Hiroo Endo, Hanako Tsuji, Yuji Matsuoka, Taichiro Takamatsu, Asato Maekawa, Shigeru Inoue, Takamitsu Konishi, Hidekazu Suzuki, Hiroyuki Kikuchi, Yasunobu Sawaji, Kazuma Murata, Noritoshi Fukushima, Hiroki Sato, Hirosuke Nishimura
Publikováno v:
Scientific Reports, Vol 10, Iss 1, Pp 1-8 (2020)
Scientific Reports
Scientific Reports
Vertebral fractures (VFs) cause serious problems, such as substantial functional loss and a high mortality rate, and a delayed diagnosis may further worsen the prognosis. Plain thoracolumbar radiography (PTLR) is an essential method for the evaluatio
Autor:
Amir Goldental, Karin Kisos, Yuval Meir, Shiri Hodassman, Shira Sardi, Ido Kanter, Itamar Ben-Noam
Publikováno v:
Scientific Reports, Vol 10, Iss 1, Pp 1-7 (2020)
Scientific Reports
Scientific Reports
Power-law scaling, a central concept in critical phenomena, is found to be useful in deep learning, where optimized test errors on handwritten digit examples converge as a power-law to zero with database size. For rapid decision making with one train
Autor:
Kanchan Jha, Sriparna Saha
Publikováno v:
Scientific Reports, Vol 10, Iss 1, Pp 1-14 (2020)
Scientific Reports
Scientific Reports
Protein is the primary building block of living organisms. It interacts with other proteins and is then involved in various biological processes. Protein–protein interactions (PPIs) help in predicting and hence help in understanding the functionali
Autor:
Vasile-Dan Hodoroaba, Valter Maurino, Raluca Isopescu, Letizia Pellutiè, Francesco Pellegrino, Erik Ortel, Fabrizio Sordello, Andrea Mario Rossi, Gianmario Martra
Publikováno v:
Scientific Reports, Vol 10, Iss 1, Pp 1-11 (2020)
Scientific Reports
Scientific Reports
In the present work a series of design rules are developed in order to tune the morphology of TiO2 nanoparticles through hydrothermal process. Through a careful experimental design, the influence of relevant process parameters on the synthesis outcom
Autor:
Shrouq Aleithan, Doaa Mahmoud-Ghoneim
Publikováno v:
Scientific Reports, Vol 10, Iss 1, Pp 1-8 (2020)
Scientific Reports
Scientific Reports
The need for a fast and robust method to characterize nanostructure thickness is growing due to the tremendous number of experiments and their associated applications. By automatically analyzing the microscopic image texture of MoS2 and WS2, it was p
Publikováno v:
Scientific Reports, Vol 10, Iss 1, Pp 1-17 (2020)
Scientific Reports
Scientific Reports
Heart disease is a fatal human disease, rapidly increases globally in both developed and undeveloped countries and consequently, causes death. Normally, in this disease, the heart fails to supply a sufficient amount of blood to other parts of the bod
Publikováno v:
Scientific Reports, Vol 10, Iss 1, Pp 1-10 (2020)
Scientific Reports
EPIC3Scientific Reports, 10(1), ISSN: 2045-2322
Scientific Reports
EPIC3Scientific Reports, 10(1), ISSN: 2045-2322
In the Wireless Localization Matching Problem (WLMP) the challenge is to match pieces of equipment with a set of candidate locations based on wireless signal measurements taken by the pieces of equipment. This challenge is complicated by the noise th