Zobrazeno 1 - 10
of 94
pro vyhledávání: '"Jionghua Jin"'
Autor:
Dipesh Niraula, Wenbo Sun, Jionghua Jin, Ivo D. Dinov, Kyle Cuneo, Jamalina Jamaluddin, Martha M. Matuszak, Yi Luo, Theodore S. Lawrence, Shruti Jolly, Randall K. Ten Haken, Issam El Naqa
Publikováno v:
Scientific Reports, Vol 13, Iss 1, Pp 1-14 (2023)
Abstract Involvement of many variables, uncertainty in treatment response, and inter-patient heterogeneity challenge objective decision-making in dynamic treatment regime (DTR) in oncology. Advanced machine learning analytics in conjunction with info
Externí odkaz:
https://doaj.org/article/e6bc45b0ec0d4e6583dfd1ac30702ff7
Autor:
Raed Kontar, Naichen Shi, Xubo Yue, Seokhyun Chung, Eunshin Byon, Mosharaf Chowdhury, Jionghua Jin, Wissam Kontar, Neda Masoud, Maher Nouiehed, Chinedum E. Okwudire, Garvesh Raskutti, Romesh Saigal, Karandeep Singh, Zhi-Sheng Ye
Publikováno v:
IEEE Access, Vol 9, Pp 156071-156113 (2021)
The Internet of Things (IoT) is on the verge of a major paradigm shift. In the IoT system of the future, IoFT, the “cloud” will be substituted by the “crowd” where model training is brought to the edge, allowing IoT devices to collaboratively
Externí odkaz:
https://doaj.org/article/062590f52ce0422fa225371fa898a329
Publikováno v:
SIAM/ASA Journal on Uncertainty Quantification. 9:483-506
Computer simulations of physical systems are commonly used to improve system performance via optimizing the system design. We study the case when, in addition to the simulation, a limited amount of...
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9cfffb4be63aca4db29d7fb62dc8ad4e
https://doi.org/10.1137/20m1316287
https://doi.org/10.1137/20m1316287
Autor:
Wenbo Sun, Dipesh Niraula, Issam El Naqa, Randall K Ten Haken, Ivo D Dinov, Kyle Cuneo, Judy (Jionghua) Jin
In the precision medicine era, there is a growing need for precision radiotherapy where the planned radiation dose needs to be optimally determined by considering a myriad of patient-specific information in order to ensure treatment efficacy. Existin
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::bb683a6194ec614baa152e5c25cd5f2f
Publikováno v:
International Journal of Industrial Ergonomics. 69:23-28
The ease of entering a vehicle, known as ingress, is one of the important ergonomic factors that car manufacturers consider during the process of vehicle design. Manufacturers frequently conduct human subject tests to assess ingress discomfort for di
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::60b04f68d359454b263db8ad163b9215
https://doi.org/10.1016/j.ergon.2018.09.010
https://doi.org/10.1016/j.ergon.2018.09.010
Publikováno v:
IEEE Transactions on Power Systems. 33:1725-1733
In industrial-scale wind farms, interactions among multiple turbines alter the power generation efficiency of turbines. In general, turbines in downwind rows are impacted by wind deficits, producing less power, compared to upstream turbines. Therefor
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9c5238d0406c9c8e7a9aea794e185f15
https://doi.org/10.1109/tpwrs.2017.2737529
https://doi.org/10.1109/tpwrs.2017.2737529
Publikováno v:
Reliability Engineering & System Safety. 170:146-158
This paper investigates the Bayesian melding method (BMM) for system reliability analysis by effectively integrating various available sources of expert knowledge and data at both subsystem and system levels. The integration of multiple priors is inv
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::dcb8de8cd3035640408d7574b7f86a32
https://doi.org/10.1016/j.ress.2017.09.020
https://doi.org/10.1016/j.ress.2017.09.020
Autor:
Jionghua Jin, Fred Feng, Wenbo Sun, Shigenobu Saigusa, Samer Rajab, Shan Bao, Jovin Dsa, Matthew Aguirre
Publikováno v:
Transportation Research Part C: Emerging Technologies. 130:103317
Detecting distracted driving is important for developing Advanced Driver Assistance Systems and improving road safety. Most of the existing research analyzes drivers directly via video analysis techniques or by measuring cognitive load, however these
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::94e95c7545aad9d550c7c56667101115
https://doi.org/10.1016/j.trc.2021.103317
https://doi.org/10.1016/j.trc.2021.103317
Publikováno v:
International Journal of Industrial Ergonomics. 59:20-28
In this paper, a statistical model is developed to predict the driver eye locations in military ground vehicles. The data were taken from a study on soldier driving postures and seating positions. The distribution of eye locations is represented by a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6a39baca2cd54736d8e2c6190f778154
https://doi.org/10.1016/j.ergon.2017.03.007
https://doi.org/10.1016/j.ergon.2017.03.007
Response-surface-based design optimization has been commonly used in Robust Process Design (RPD) to seek optimal process settings for minimizing the output variability around a target value. Recently, the online RPD strategy has attracted increasing
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c07e7fb27ab1503502d49873b79d7413