Interpretable ESG-sentiment hybrid deep learning for asset return forecasting with quantified interactions and latency-aware deployment. [PDF]
Sci RepMishra S +4 more
europepmc +1 more source
Proteomic Signatures of Ectopic Fat Distribution: Tissue‐Specific Drivers and Clinical Implications
Med Research, EarlyView.Integration of plasma proteomics and multi‐organ MRI in 666 UK Biobank participants, combined with a knockoff‐based causal inference and machine learning framework, reveals organ‐specific drivers of ectopic fat: PLA2G1B (pancreas), ERBB2/IGFBP2 (liver), CA14 (muscle), and NCAM2/TNFRSF10B (pericardium). These drivers engage distinct pathways (e.g., PI3K‐
Bing Zhang +9 more
wiley +1 more source
CD138 expression in the endometrium associates with endometrial timing and inflammatory status but not microbiota composition. [PDF]
Hum ReprodOdendaal J +21 more
europepmc +1 more source
Magnetic Resonance in Medicine, EarlyView.Purpose Chemical exchange saturation transfer (CEST) and chemical exchange‐sensitive spin‐lock (CESL) MRI enable spectroscopic imaging with high sensitivity, but conventional analysis methods often fail as exchange approaches the fast‐exchange limit.
Chris Lippe, Verena Hoerr
wiley +1 more source
A comparative evaluation of sufficient dimension reduction and traditional statistical methods for composite biomarker score construction in diagnostic classification. [PDF]
BMC Med Res MethodolOzen H, Colak E, Ozen D.
europepmc +1 more source
Cartesian MPnRAGE for Efficient Simultaneous Multi‐Contrast and Quantitative Relaxometry Imaging
Magnetic Resonance in Medicine, EarlyView.ABSTRACT Purpose T1‐weighted images with different weighting and T1 quantification can be useful in the differentiation of both native and pathologic tissue; however, acquiring multiple images requires substantial time. A rapid and robust brain imaging sequence was developed to simultaneously provide quantitative T1 maps and multiple T1‐weighted images.
Carly A. Allen +5 more
wiley +1 more source
An Ultra-Low-Cost Optoacoustic Method for Imaging Specific Biological Structures. [PDF]
Diagnostics (Basel)Contador S +4 more
europepmc +1 more source
Combined ADC and T2 Mapping in the Prostate Using a 3D Reduced FOV Sequence
Magnetic Resonance in Medicine, EarlyView.ABSTRACT Purpose To develop a 3D reduced FOV sequence for combined ADC and T2 mapping in the prostate in a single scan. Methods A 3D ADC and T2 mapping reduced FOV acquisition is enabled using T2 and diffusion preparation modules with slab‐selective tip‐down pulses and magnitude stabilizer gradients.
Yannik Ott +8 more
wiley +1 more source
Contrastive Dimension Reduction: A Systematic Review. [PDF]
Wiley Interdiscip Rev Comput StatHawke S, Zhang E, Chen J, Li D.
europepmc +1 more source
Magnetic Resonance in Medicine, EarlyView.ABSTRACT Purpose To determine the feasibility of measuring brain clearance of gadolinium contrast agent using standard intravenous DCE‐MRI acquisitions and evaluate the contribution of blood–brain barrier (BBB) and non‐BBB clearance routes. Methods Uptake and extended Tofts models were fit to DCE‐MRI data from people with Parkinson's disease, post ...
Martin Kozár +8 more
wiley +1 more source