Detecting, analyzing, and predicting power outages is crucial for grid risk
assessment and disaster mitigation. Numerous outages occur each year,
exacerbated by extreme weather events such as hurricanes. Existing outage data
are typically reported ... read more
Cardiovascular diseases (CVD) cause over 17 million deaths annually
worldwide, highlighting the urgent need for privacy-preserving predictive
systems. We introduce FedCVD++, an enhanced federated learning (FL) framework
that integrates both paramet... read more
The development of safety validation methods is essential for the safe
deployment and operation of Automated Driving Systems (ADSs). One of the goals
of safety validation is to prospectively evaluate the risk of an ADS dealing
with real-world traff... read more
We propose DepR, a depth-guided single-view scene reconstruction framework
that integrates instance-level diffusion within a compositional paradigm.
Instead of reconstructing the entire scene holistically, DepR generates
individual objects and subs... read more
Surgical resection is the primary treatment option for brain tumor patients,
but it carries the risk of postoperative cognitive dysfunction. This study
investigates how tumor-induced alterations in presurgical neural dynamics
relate to postoperativ... read more
Gastric cancer, a significant global health concern, exhibits high morbidity and mortality, especially in advanced stages. Timely diagnosis and intervention are crucial for improving patient outcomes, with Endoscopic Submucosal Dissection (ESD) playi... read more
BACKGROUND: Artificial intelligence and large language models (LLMs)-particularly GPT-4 and GPT-4o-have demonstrated high correct-answer rates in medical examinations. GPT-4o has enhanced diagnostic capabilities, advanced image processing, and update... read more
Childhood vaccination saves millions of lives yearly, yet over a million children in low-and middle-income countries die from vaccine-preventable diseases each year. Predicting childhood vaccination defaulter risk with analytical models requires unde... read more
With the rising geopolitical tensions, predicting future trade partners has become a critical topic for the global community. Liquefied natural gas (LNG), recognized as the cleanest burning hydrocarbon, plays a significant role in the transition to a... read more
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