Harnessing the Potential of LLMs in Hospital Management: Insights Into Medical Data Inquiry
The International Journal of Health Planning and Management, EarlyView.ABSTRACT Background Considering the rapid expansion of hospital operations and the increasing digitisation of medical data, there is a pressing need for efficient and intelligent methods to process and analyse large‐scale medical data. Methods We integrated the QLoRA algorithm with ChatGLM2‐6b, Llama2‐7b, and Llama2‐13b models, fine‐tuning them on a ...
Jiaxi Li +4 more
wiley +1 more source
Quantized Plasmon Modes for Metallic Nanoparticles of Arbitrary Shape with a Generic Dielectric Function. [PDF]
J Phys Chem LettRomanelli M, Gil G, Corni S.
europepmc +1 more source
Endohedral fullerenes as qubits: From synthesis to quantum computing applications
InfoMat, EarlyView.Endohedral fullerenes emerge as promising platforms for qubits and qudits. This review surveys the primary synthesis routes, from arc‐discharge to high‐yield molecular surgery. It then details spin manipulation and readout in key systems, including metal‐based, cluster, and nitrogen‐containing fullerenes.
Jeong‐Seok Nam +11 more
wiley +1 more source
Energy-Adaptive Multi-Dimensional Learning Control for Federated Learning in Energy-Harvesting AIoT Systems. [PDF]
Sensors (Basel)Noh DK, Kwak C.
europepmc +1 more source
Room‐temperature macroscopic observation of single‐electron quantum states
InfoMat, EarlyView.Abstract Single‐electron quantum states are confined to cryogenic observation, since miniaturization amplifies fringing capacitance that masks charge quantization. Liu et al. address this with a 2D coplanar architecture suppressing fringing capacitance, achieving a non‐volatile ~0.5 V threshold shift per electron at room temperature, an order of ...
YanRong Li
wiley +1 more source
HAPQ: A Hardware-Aware Pruning and Quantization Pipeline for Event-Based SNN Detection. [PDF]
Sensors (Basel)Li Z, Wu J.
europepmc +1 more source
Journal of Intelligent Medicine, EarlyView.Lightweight Motor Imagery BCI Decoding: From Structural Design to Model Compression. This graphical abstract summarizes the motivation, principal strategies, and deployment benefits of lightweight motor imagery brain–computer interface decoding. Structural‐level lightweight designs, including depthwise separable, multi‐branch, and dilated convolutions,
Yijie Zhou +5 more
wiley +1 more source
Evaluating the Adversarial Robustness and Clinical Safety of Quantized Hierarchical Transformers for Edge-Based Malaria Microscopy. [PDF]
Sensors (Basel)Hasan U, Alghamdi TG, Nayeem MA.
europepmc +1 more source
Coherent Stokes Raman Scattering for Simultaneous Measurement of CO2 and CH4 Temperatures
Journal of Raman Spectroscopy, EarlyView.A three‐beam hybrid fs/ps CSRS method is employed to excite the rovibrational transitions in the Fermi‐dyad of CO2$$ {}_2 $$ and the v2$$ {v}_2 $$ mode of CH4$$ {}_4 $$. Time‐domain spectroscopic models are developed to extract the fuel and flame temperature profiles from experimental CH4$$ {}_4 $$ and CO2$$ {}_2 $$ spectra in a diffusion flame ...
Alexander M. Warner +3 more
wiley +1 more source
Al-Bi<sub>2</sub>Se<sub>3</sub>-Al Nanoribbon Josephson Junctions with Fabry-Pérot Interference: Implications for Phase-Coherent Topological Insulator-Based Superconducting Devices. [PDF]
ACS Appl Nano MaterNiherysh K +11 more
europepmc +1 more source