- Face and Expression Recognition
- Cancer, Hypoxia, and Metabolism
- Muscle Physiology and Disorders
- Adrenal and Paraganglionic Tumors
- RNA and protein synthesis mechanisms
- Advanced Steganography and Watermarking Techniques
- Ocular Surface and Contact Lens
- Hormonal Regulation and Hypertension
- Sparse and Compressive Sensing Techniques
- Biochemical effects in animals
- Advanced Glycation End Products research
- Biometric Identification and Security
- RNA modifications and cancer
- Adipose Tissue and Metabolism
- Mass Spectrometry Techniques and Applications
- Image Retrieval and Classification Techniques
- Oral microbiology and periodontitis research
- Remote-Sensing Image Classification
- Image and Signal Denoising Methods
- Neuroscience and Neuropharmacology Research
- RNA Research and Splicing
- Extracellular vesicles in disease
- Advanced Image Fusion Techniques
University of Illinois Urbana-Champaign
2020-2025
Soochow University
2010-2013
Myokines and exosomes, originating from skeletal muscle, are shown to play a significant role in maintaining brain homeostasis. While exercise has been reported promote muscle secretion, little is known about the effects of neuronal innervation activity on yield molecular composition biologically active molecules muscle. As neuromuscular diseases disabilities associated with denervation impact metabolism, we hypothesize that firing may pivotal regulating secretion activities muscles. We...
Neuropeptides are key neuromodulators in the central nervous system that shape sensory processing, yet their extracellular dynamics somatosensory cortex (S1) remain poorly understood. This study applies an innovative membrane-free silicon nanodialysis (ND) probe coupled with liquid chromatography-mass spectrometry (LC-MS) to analyze neuropeptidome mouse S1 spatial resolution down 100 μm. Localized vivo sampling identified peptides from secretogranin-1, ProSAAS, pro-opiomelanocortin (POMC),...
Locality preserving projection (LPP) is a successful method in face recognition for feature extraction. However, the efficiency of LPP technique often degraded by very high dimensional nature image space. It difficult to calculate bases represent original facial images. So algorithm describing vector form applied data after dimension reduction PCA which result sensitive how estimate intrinsic dimensionality nonlinear manifold preprocessing step. A novel approach presented this paper avoid...
RNA modifications are emerging as critical players in the spatiotemporal regulation of gene expression. Although liquid chromatography–tandem mass spectrometry (LC–MS/MS) enables simultaneous quantification numerous enzymatically modified RNAs a biological sample, conventional extraction and enzymatic digestion protocols that employed prior to analysis have precluded application this technique for small-volume samples. In study, biphasic microjunction (LMJ) system using coaxial capillaries...
To overcome the high computational complexity in real-time classifier design, we propose a fast classification scheme. A new measure called ‘reconstruction proportion’ is exploited to reflect discriminant information. novel space space’ constructed according reconstruction proportions. point denotes case of sample reconstructed using training samples. This used search for an optimal mapping from conventional space. When projection obtained, after would be classified quickly proportions...
Glycation is a spontaneous and nonenzymatic glycosylation. Glycated albumin (GA), which serves as an important biomarker in plasma the diagnosis characterization of diabetes, can be passively filtered from to tears. Tears are targets for research clinical diagnostics due ability collect this biofluid noninvasively repeatably. Therefore, analysis GA tear film provides information monitoring diabetes progression independent blood pathologies. Due limited volume (1–5 μL) natural film, we...
We present a novel blind digital watermarking algorithm using the quantization for Jaguwen rubbing image based on Contourlet transform in this paper. After transform, original is decomposed into series of multiscale, local and directional subimages. Select low frequency subband as embedding domain. At same time, binary watermark firstly scrambled by two-dimensional Arnold then embedded selected points. Then coefficients sub-band are modified quantization. The retrieving detecting process, it...