From Ambiguous Queries to Verifiable Insights: A Task‐Driven Framework for LLM‐Powered SOC Analysis⋆
ABSTRACT Security operations centre (SOC) analysts must investigate alerts, correlate threat intelligence and interpret heterogeneous telemetry under tight timing constraints. Although large language models (LLMs) offer strong understanding capabilities, directly applying them to SOC environments remains challenging due to semantic ambiguity in analyst
Huan Zhang +5 more
wiley +1 more source
Cost-effectiveness of microprocessor-controlled prosthetic knees in the Dutch healthcare system: The impact of study duration on outcomes. [PDF]
Kuhlmann A, Kannenberg A.
europepmc +1 more source
YaleNLP @ PerAnsSumm 2025: Multi-Perspective Integration via Mixture-of-Agents for Enhanced Healthcare QA Summarization [PDF]
Dongsuk Jang, Haoxin Li, Arman Cohan
openalex +1 more source
ABSTRACT Parameter‐efficient fine‐tuning (PEFT) has become a crucial paradigm for domain adaptation, achieving strong performance by updating only a small fraction of model parameters. Among various PEFT methods, low‐rank adaptation (LoRA) is widely adopted due to its structural simplicity and computational efficiency.
Xu Luo +4 more
wiley +1 more source
Economic evaluation of direct oral anticoagulants (DOACs) for venous thromboembolism with different etiologies: a systematic review. [PDF]
Karimi F +4 more
europepmc +1 more source
Advantages, limitations, and future perspectives of using TEPCs in clinical quality assurance
Precision Radiation Oncology, EarlyView.
Anna Bianchi, Anna Selva, Valeria Conte
wiley +1 more source
Review of Catenary Icing on High‐Speed Railways: Characteristics, Impact and Countermeasures
ABSTRACT The pantograph–catenary system (PCS) is the only path for electrified railway trains to acquire energy. Catenary icing during winter is a common natural phenomenon, which usually leads to the deterioration of the current quality and severely affects the operational safety of trains.
Zheng Li +7 more
wiley +1 more source
Cost-Effectiveness of the I'm Ready HIV Self-Testing Programme Among High-Risk Populations in Canada. [PDF]
Masucci L +10 more
europepmc +1 more source

