Extracellular vesicle digital scoring assay for assessment of treatment responses in hepatocellular carcinoma patients by Chen Zhao, Yi-Te Lee, Andrew Melehy, Minhyung Kim, Jacqueline Ziqian Yang, Ceng Zhang, Jina Kim, Ryan Y. Zhang, Junseok Lee, Hyoyong Kim, Yong Ju, Yuan-Jen Tsai, Xianghong Jasmine Zhou, Steven-Huy B. Han, Saeed Sadeghi, Richard S. Finn, Sammy Saab, David S. Lu, Jason Chiang, Jae-Ho Park, Todd V. Brennan, Steven A. Wisel, Manaf Alsudaney, Alexander Kuo, Walid S. Ayoub, Hyunseok Kim, Hirsh D. Trivedi, Yun Wang, Aarshi Vipani, Irene K. Kim, Tsuyoshi Todo, Justin A. Steggerda, Georgios Voidonikolas, Kambiz Kosari, Nicholas N. Nissen, Rola Saouaf, Amit G. Singal, Myung Shin Sim, David A. Elashoff, Sungyong You, Vatche G. Agopian, Ju Dong Yang, Hsian-Rong Tseng, Yazhen Zhu

Get full text

Deep learning for property prediction of natural fiber polymer composites by Ivan P. Malashin, Dmitry Martysyuk, Vladimir Nelyub, Aleksei Borodulin, Andrei Gantimurov, Vadim Tynchenko

“…Mechanical properties (tensile strength, modulus, elongation at break, impact toughness) were measured per ASTM standards, and density was determined by Archimedes’ method. Using 180 experimental samples, augmented up to 1500 using bootstrap technique, several regression models–linear, random forest, gradient boosting, DNNs–were developed to predict mechanical behavior. …”
Get full text

Investigating the relationship between the monetary policy shock through the exchange rate channel on the management quality index in the banking system: by examining the productiv... by Farhad Sharifi Bagha, Jafar Haqiqat, Zahra Karimi Takanloo

“…In contrast, using monetary policy shocks identified by forward rate data by Jaroski and Karadi, we argue that unconventional monetary policies have not had a statistically significant effect on real economic activity.…”
Get full text

Factors Associated With Withdrawal of Life-Sustaining Therapy After Out-of-Hospital Cardiac Arrest by Michael D. Elfassy, MD, MSc, Mena Gewarges, MD, Steve Fan, PhD, Bianca McLean, MD, Dustin Tanaka, MD, Amrita Bagga, MD, Stephen A. Bennett, MD, Isabella Janusonis, MD, Shamara Nadarajah, MD, Clara Osei-Yeboah, MD, Jeremy Rosh, MD, MSc, Daniel Teitelbaum, MD, MSc, Jaime C. Sklar, MD, MSc, Manpreet Basuita, MD, Damon C. Scales, MD, PhD, Adriana C. Luk, MD, MSc, Paul Dorian, MD, MSc

“…Data were extracted from medical records and analyzed using descriptive statistics and cause-specific hazards regression models to identify factors associated with WLST and documented goals of care (GOC) discussions. …”
Get full text