This study integrates random matrix theory (RMT) and principal component analysis (PCA) to improve the identification of correlated regions in HIV protein sequences for vaccine design. PCA validation enhances the reliability of RMT‐derived correlations, particularly in small‐sample, high‐dimensional datasets, enabling more accurate detection of ...
Mariyam Siddiqah +3 more
wiley +1 more source
Beyond the COVID-19 Pandemic: Budget Impact Analysis of Remote Healthcare Delivery for Hypertension and Diabetes Mellitus Management in Thailand. [PDF]
Chongpornchai J +4 more
europepmc +1 more source
Capacitive, charge‐domain compute‐in‐memory (CIM) stores weights as capacitance,eliminating DC sneak paths and IR‐drop, yielding near‐zero standbypower. In this perspective, we present a device to systems level performance analysis of most promising architectures and predict apathway for upscaling capacitive CIM for sustainable edge computing ...
Kapil Bhardwaj +2 more
wiley +1 more source
Economic Evaluation and Budget Impact Analysis of Indocyanine Green Test for Preoperative Liver Function in Patients with Major Hepatectomy in Thailand. [PDF]
Permsuwan U +9 more
europepmc +1 more source
This study reveals that sampling strategy (i.e., sampling size and approach) is a foundational prerequisite for building accurate and generalizable AI models in peptide discovery. Reaching a threshold of 7.5% of the total tetrapeptide sequence space was essential to ensure reliable predictions.
Meiru Yan +3 more
wiley +1 more source
Budget impact analysis of revumenib for the treatment of relapsed or refractory acute leukemias with a KMT2A translocation in the United States. [PDF]
Abraham I +7 more
europepmc +1 more source
Autonomous AI‐Driven Design for Skin Product Formulations
This review presents a comprehensive closed‐loop framework for autonomous skin product formulation design. By integrating artificial intelligence‐driven experiment selection with automated multi‐tiered assays, the approach shifts development from trial‐and‐error to intelligent optimisation.
Yu Zhang +5 more
wiley +1 more source
Economic evaluation of cyclin-dependent kinases 4 and 6 inhibitors in advanced hormonal receptor-positive and human epidermal growth factor receptor 2 negative breast cancer: a nationwide budget impact analysis. [PDF]
Elazzazy S +5 more
europepmc +1 more source
Overcoming the Nyquist Limit in Molecular Hyperspectral Imaging by Reinforcement Learning
Explorative spectral acquisition guide automatically selects informative spectral bands to optimize downstream tasks, outperforming full‐spectrum acquisition. The selected hyperspectral data are used for tasks such as unmixing and segmentation. BandOptiNet encodes selection states and outputs optimal bands to guide spectral acquisition. Recent advances
Xiaobin Tang +4 more
wiley +1 more source
Percutaneous mechanical atherothrombectomy versus arterial bypass surgery for femoropopliteal in-stent restenosis: a budget impact analysis. [PDF]
Stanberry B, Maclean D, Elbasty A.
europepmc +1 more source

