Results 221 to 230 of about 565,179 (308)

Cell Segmentation Beyond 2D—A Review of the State‐of‐the‐Art

Advanced Intelligent Discovery, EarlyView.
Cell segmentation underpins many biological image analysis tasks, yet most deep learning methods remain limited to 2D despite the inherently 3D nature of cellular processes. This review surveys segmentation approaches beyond 2D, comparing 2.5D and fully 3D methods, analyzing 31 models and 32 volumetric datasets, and introducing a unified reference ...
Fabian Schmeisser, Haseeb Muhammad, Junaid Younas, Gillian Lovell, Bianca Migliori, Andreas Dengel, Sheraz Ahmed   +6 more
wiley   +1 more source

Food Security Determinants and Coping Strategies Among Rural Households in Ada'a District, Central Ethiopia. [PDF]

Food Sci Nutr
Shumiye A, Tolossa D, Tsehay S.
europepmc   +1 more source

Machine Learning Driven Inverse Design of Broadband Acoustic Superscattering

Advanced Intelligent Discovery, EarlyView.
Multilayer acoustic superscatterers are designed using machine learning to achieve broadband superscattering and strong sound insulation. By incorporating a weighted mean absolute error into the loss function, the forward and inverse neural networks accurately map structural parameters to spectral responses.
Lijuan Fan, Xiangliang Zhang, Ying Wu
wiley   +1 more source

Investigating pathways to environmental civic engagement for diverse communities. [PDF]

Environ Manage
Hamaneh AB, Dayer AA, Drape TA, Chaves WA.   +3 more
europepmc   +1 more source

RAMS: Residual‐Based Adversarial‐Gradient Moving Sample Method for Scientific Machine Learning in Solving Partial Differential Equations

Advanced Intelligent Discovery, EarlyView.
We propose a residual‐based adversarial‐gradient moving sample (RAMS) method for scientific machine learning that treats samples as trainable variables and updates them to maximize the physics residual, thereby effectively concentrating samples in inadequately learned regions.
Weihang Ouyang, Min Zhu, Wei Xiong, Si‐Wei Liu, Lu Lu   +4 more
wiley   +1 more source

Women's empowerment as a driver to household food security in the Eastern Cape Province, South Africa: a structural equation model approach. [PDF]

Front Sociol
Katiyatiya CLF, Ncanywa T.
europepmc   +1 more source

Explaining the Origin of Negative Poisson's Ratio in Amorphous Networks With Machine Learning

Advanced Intelligent Discovery, EarlyView.
This review summarizes how machine learning (ML) breaks the “vicious cycle” in designing auxetic amorphous networks. By transitioning from traditional “black‐box” optimization to an interpretable “AI‐Physics” closed‐loop paradigm, ML is shown to not only discover highly optimized structures—such as all‐convex polygon networks—but also unveil hidden ...
Shengyu Lu, Xiangying Shen
wiley   +1 more source

Mobilizing Community Assets in Tikapur, Nepal: Applying Asset-based Community Development Strategy

Journal of South Asian Studies, 2014
null 신선영, null 정소윤, null Sang-Il Han   +2 more
openaire   +1 more source

Harnessing Machine Learning to Understand and Design Disordered Solids

Advanced Intelligent Discovery, EarlyView.
This review maps the dynamic evolution of machine learning in disordered solids, from structural representations to generative modeling. It explores how deep learning and model explainability transform property prediction into profound physical insight.
Muchen Wang, Yue Fan
wiley   +1 more source

Optimising regional care delivery systems targeting adults with heart failure and mental health interconnected conditions: a participatory action research study protocol. [PDF]

BMJ Open
Philip S, Dahrouge S, Valade RL, Hammond E, Aomreore A, Hosseini M, Archibald D, Bandk K, Antunes P, Assaouré J, Benoit P, Plourde D, Sabbagh R, Skaff E, Seguin J, Tanguay E, Welch V, Liu P, Kehoe MacLeod K.   +18 more
europepmc   +1 more source