“an important trend”

Furthermore, Figure 13 d,f reveal an important trend: as porosity increases, localized deviations beyond the error bands may occur, even though the overall TPCF errors remain below the defined thresholds.

The enrichment of cereal-based products with plant-derived ingredients has become an important trend in the food industry, aimed at enhancing their nutritional and functional value.

In the food industry, transparent packaging has become an important trend in design due to its advantages in product display and information delivery, which help enhance consumer trust and sense of safety [ 3 , 4 ].

An important trend in agricultural land use is the application of deep learning and machine learning technologies.

An important trend is the increasing rate of hospitalizations among younger age groups, suggesting that significant psycho-emotional challenges are emerging at earlier stages of life.

This extended model of shared decision-making has been facilitated by social media and is an important trend that physicians should be aware of.

Integrating multiple mechanisms to enhance dynamic therapy in a single nanomedicine has also become an important trend in research.

This is also an important trend in the digitalization and intelligent development of the civil engineering industry.

This kind of granular, head-to-head comparison between two essentially peripheral techniques illustrates an important trend: once regional anaesthesia becomes part of routine care, the real question is simply which of the blocks works best in the specific context.

An important trend is that AI appeared most impactful when used to augment clinical judgment rather than replace it.

Multi-level information cloud interconnection is an important trend in this area.

The mix of these tools shows an important trend where systems depend on tool chaining and vector-based methods for improved understanding and performance.

An important trend observed across study designs in recent years is the increase in sample size.

This progress not only underscores its technological advantages but also reflects an important trend in the AI field: open-source models are now capable of rivaling and potentially surpassing closed-source models in performance.

An important trend in literature is the use of liquid-liquid extraction (LLE) and/or simple filtration followed by injection of the filtrate in the chromatographic column [ 2 , 3 , 5 , 13 , 14 , 15 , 16 ].

This is an important trend as a starting point for further findings.

The growing adoption of hybrid architectures that combine traditional ML techniques with modern DL frameworks reflects an important trend in EEG-based neurological research [ 18 , 19 ].

These technological advances enable multilayer μPADs to have broad application prospects in pathogen nucleic acid detection and food safety, representing an important trend in the development of microfluidic technology toward low-cost, high-performance directions. 3.

With the increasing prevalence of 3D sensors in industrial settings [ 3 ] and the release of the MVTec 3D-AD dataset [ 4 ], multimodal defect detection has emerged as an important trend that leverages complementary texture and geometric information to compensate for the limitations of unimodal methods.

Therefore, multi-sensor fusion has become an important trend, as it leverages complementary sensing modalities to mitigate multipath interference and occlusion while maintaining practicality for consumer-grade smartphones.

In fact, with the acceleration of urbanization, industrialization, and agricultural modernization in China, land circulation has become an important trend in rural development.

More recently, protein language models such as ESM-2 and ProtT5 have further advanced sequence-based annotation by learning high-capacity representations directly from large-scale unaligned protein corpora, highlighting an important trend toward integrating protein-language-model-derived features with structural models. , The emergence of AlphaFold2 has inaugurated a new era in structure-based function prediction, reinforcing the principle that structure determines function. , Studies such as DeepFRI leveraged experimentally determined structural databases for annotation, while Struct2GO and StructSeq2GO combined AlphaFold2 predictions with GNNs to improve accuracy.

However, our study extends the temporal scope to 2005–2020, capturing the significant reduction in 2007 linked to the “Grain-for-Green” policy—an important trend not covered by Zhu & Huang (2022) .

This clear progression from clinical observation to exploring underlying biological mechanisms represents an important trend toward deeper research insights.

This collectively reveals an important trend in the development of interdisciplinary technology: shifting from discrete functional module stacking to integrated system design and functional collaboration to achieve better overall performance, higher operational efficiency, and better user experience.