A Reinforcement Learning-Based Framework for Tariff-Aware Load Shifting in Energy-Intensive Manufacturing. [PDF]
Leon-Medina JX +4 more
europepmc +1 more source
ABSTRACT Aim The National Clinical Database (NCD) of Japan is the largest nationwide registry, covering over 95% of surgeries in the country. This 2022 annual report summarizes the short‐term outcomes of gastroenterological surgeries and discusses trends and insights over the past decade.
Koshi Kumagai +19 more
wiley +1 more source
DRLO-VANET: a deep reinforcement learning-based offloading framework for low-latency and energy-efficient task execution in VANETs. [PDF]
Neelima S, Sree SR, Ramakrishnaiah N.
europepmc +1 more source
This study compared short‐term outcomes of robot‐assisted versus laparoscopic colectomy for colon cancer using 1:1 propensity score matching. Among 218 matched pairs, robot‐assisted colectomy was associated with reduced blood loss, fewer conversions to open surgery, lower overall complication rates, and shorter hospital stays, despite longer operative ...
Akira Inoue +9 more
wiley +1 more source
A hybrid actor-critic and BERT framework for intelligent course recommendation in IoT-aware e-learning systems. [PDF]
Chunqin X, Peixi W.
europepmc +1 more source
Visionary Leadership in Cancer Care: An Interview With Professor Timothy J. Eberlein
Professor Timothy J. Eberlein and Professor Ken Shirabe, President of the Japanese Society of Gastroenterological Surgery, during their interview discussing the vision, strategic framework, and leadership that shaped the development of the Siteman Cancer Center into a world‐class institution. ABSTRACT This is a short interview with Professor Timothy J.
Ken Shirabe +3 more
wiley +1 more source
Optimization of infectious disease intervention measures using reinforcement learning with UK COVID-19 epidemic data. [PDF]
Zhang B, Chen Y, Li H, Zu Z.
europepmc +1 more source
Abstract This article demonstrates the integration of in‐line mass spectrometry as a process analytical technology (PAT) tool with model‐based soft sensors in a continuous filtration‐drying carousel system for solid–liquid separation (SLS) of crystal slurries.
Inyoung Hur +3 more
wiley +1 more source
Menstrual and sexual health education in Brazil's School Health Program: an experience report in medical education. [PDF]
Ferreira Borges Paschoalini Z +1 more
europepmc +1 more source
Graph‐based imitation and reinforcement learning for efficient Benders decomposition
Abstract This work introduces an end‐to‐end graph‐based agent for accelerating the computational efficiency of Benders Decomposition. The agent's policy is parameterized by a graph neural network, which takes as input a bipartite graph representation of the master problem and proposes a candidate solution.
Bernard T. Agyeman +3 more
wiley +1 more source

