BackgroundSurgical resection with adjuvant chemotherapy is the only treatment that can provide long term survival in localized pancreatic ductal adenocarcinoma (LPDAC).Notwithstanding, recurrence occurs in the vast majority of patients and a better stratification of preoperative therapies is required.This study aimed to investigate preoperative imm
An advanced deep learning framework for simulating information propagation dynamics
The warehouse model, based on differential equations, has been widely employed in the field of network us polo assn mens sweaters information propagation for an extended period.Numerous studies have revolved around the construction, fitting and simulation of these models.However, there has not been a universal and efficient fitting method applicabl
Quantum optimization with linear Ising penalty functions for customer data science
Constrained combinatorial optimization problems, which are ubiquitous in industry, can be solved by quantum algorithms such as quantum annealing (QA) and the quantum approximate optimization algorithm (QAOA).In these quantum algorithms, constraints are typically implemented with quadratic penalty functions.This penalty method can introduce large en
Remnants of the Dutch Infrastructure in Banda Aceh During the Independence Revolution
The feud between the Dutch and Indonesia again peaked after Indonesia proclaimed independence on August 17, 1945.War broke out in almost every region in Indonesia, Aceh was one of them.The basis of the hatred of the Acehnese towards the Dutch which grew under the spirit of jihad fisabilillah [war in the way of Allah] miracle academy clothing made t
Determinants of vaccination behavior among university students 20 months after the COVID-19 outbreak: Results of the COVID-19 German Student Well-being Study (C19 GSWS)
Evidence indicates a higher COVID-19 vaccine hesitancy among university students due to their age and a lower risk of COVID-19 related complications compared to the general population in Germany.However, little is known about the other determinants of COVID-19 vaccination behavior for the population of German university students.This study aimed to