Fuzzy soft rough K-Means clustering approach for gene expression data [PDF]
K. Dhanalakshmi, H. Hannah Inbarani
openalex +1 more source
When Biology Meets Medicine: A Perspective on Foundation Models
Artificial intelligence, and foundation models in particular, are transforming life sciences and medicine. This perspective reviews biological and medical foundation models across scales, highlighting key challenges in data availability, model evaluation, and architectural design.
Kunying Niu +3 more
wiley +1 more source
An efficient prediction based data collection method for wireless sensor networks using hybrid fuzzy clustering and optimized deep maxout neural networks. [PDF]
Padmini Devi B +3 more
europepmc +1 more source
Fuzzy Clustering and Fuzzy Clustering Models
openaire +2 more sources
Uncertainty‐Guided Selective Adaptation Enables Cross‐Platform Predictive Fluorescence Microscopy
Deep learning models often fail when transferred to new microscopes. A novel framework overcomes this by selectively adapting the early layers governing low‐level image statistics, while freezing deep layers that encode morphology. This uncertainty‐guided approach enables robust, label‐free virtual staining across diverse systems, democratizing ...
Kai‐Wen K. Yang +9 more
wiley +1 more source
Delineating soil fertility management zones using geostatistics and fuzzy clustering in semi-arid maize systems in India. [PDF]
Bhagwan PV +6 more
europepmc +1 more source
Two novel outlier detection approaches based on unsupervised possibilistic and fuzzy clustering. [PDF]
Cebeci Z +3 more
europepmc +1 more source
Image segmentation for semi-supervised fuzzy clustering with KL-divergence using Kernel method [PDF]
Muthulakshmi K, Jayalakshmi M
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This review aims to provide a broad understanding for interdisciplinary researchers in engineering and clinical applications. It addresses the development and control of magnetic actuation systems (MASs) in clinical surgeries and their revolutionary effects in multiple clinical applications.
Yingxin Huo +3 more
wiley +1 more source

