Abnormality-aware multimodal learning for WSI classification.

Whole slide images (WSIs) play a vital role in cancer diagnosis and prognosis. However, their gigapixel resolution, lack of pixel-level annotations, and reliance on unimodal visual data present challenges for accurate and efficient computational analysis. Existing methods typically divide WSIs into thousands of patches, which increases computational demands and makes it challenging to effectively focus on diagnostically relevant regions.

Chemical defects and hydroxyls tailored porous tungsten-iron-lanthanum solid solution surface frustrated Lewis pairs for boosting visible-light photothermal oxidation of cyclohexane.

Photothermal synergy catalysis for cyclohexane oxidation is recognized as an effective and environmentally friendly strategy for producing a mixture of cyclohexanone and cyclohexanol (known as KA oil). However, certain challenges hinder its application for the one-step production of adipic acid (AA), highlighting the need for further advancements. This study presents a successful strategy for preparing a porous coral-shaped tungsten-iron-lanthanum solid solution (L-WFeLaO-450) through a combination of cold gelation and calcination methods.

Flame retardant contamination and ecological risk analysis in estuarine and marine sediments around an industrial port.

This study investigates the distribution, sources, and ecological risks of polybrominated diphenyl ethers (PBDEs) and organophosphate esters (OPEs) in estuarine and marine sediments near an industrial port in Northern Taiwan. Sediment samples were collected from five estuaries and adjacent marine areas at varying depths. PBDE and OPE concentrations ranged from 0.

Recombinant expression of receptor binding domains of all eight subtypes of botulinum neurotoxin type A for generation of antitoxins with broad reactivity.

Background: Botulinum neurotoxin type A (BoNT/A) represents a major threat to global public health because of its most potent toxicity with the longest persistence. Several camelid single-domain antibodies (or VHHs) have been reported to exhibit high neutralizing activity against the receptor binding domain (H ) of the BoNT/A subtype used to generate them. However, it remains unclear if these VHHs can neutralize effectively H of other BoNT/A subtypes.

Income diversification and liquidity risk in ASEAN-5 banks: A Bayesian perspective.

Our research employed Bayesian linear regression utilizing an adaptive Metropolis-Hastings method with Gibbs sampling to assess the influence of bank income diversification on the liquidity risk of five ASEAN banks. The results indicate a positive relationship between bank liquidity risk and income diversification, as well as loan interest rates. This implies that banks with greater income diversification tend to have higher liquidity ratios and reduce the bank risk and conversely.