Flowchart of the data-driven vs. the conventional approach. حسب Noam Omer (21402801)

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MRI-derived myelin water fraction (MWF) maps produced by the data-driven and conventional (non data-driven) approaches in a cuprizone-fed mouse and a healthy control mouse. حسب Noam Omer (21402801)

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Mean and SD of MRI-derived myelin water fraction (MWF) values calculated using (a) data-driven approach, and (b) the conventional approach. حسب Noam Omer (21402801)

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Representative cross-section histology images stained with myelin-basic-protein, where darker brown hue denotes higher level of MBP staining. حسب Noam Omer (21402801)

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Example of histological analysis of myelin content at the medial corpus callosum (MCC). حسب Noam Omer (21402801)

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Representative segmentations of brain ROIs, used for analyzing MWF values. حسب Noam Omer (21402801)

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Uncertainty-Aware Deep Learning and Structural Feature Analysis for Reliable Nephrotoxicity Prediction حسب Jian-Wang Liu (22085230)

"…To improve the reliability of the model, we implemented an uncertainty quantification method to define the model’s applicability domain and quantify the confidence of prediction. …"

Machine vision system for quantification of aortic and pulmonic valvuloplasty catheter compliance حسب Jiazhe Tang (17596080)

Multi-scale contrast-to-noise ratio (MS-CNR): a novel metric for quantitative defect characterisation without manual region specification حسب R. Usamentiaga (20670179)

"…This paper presents the Multi-Scale Contrast-to-Noise Ratio (<i>MS-CNR</i>) metric, a novel tool for precise defect quantification across various imaging modalities. …"

Figure 4 from GPSai: A Clinically Validated AI Tool for Tissue of Origin Prediction during Routine Tumor Profiling حسب Hassan Ghani (22153682)

Machine Learning-Assisted Fe–N–C Single-Atom Nanozyme Rapid Screening Platform for Acetylcholinesterase Inhibitors حسب Xin Li (51274)

"…Moreover, the system is enhanced by a customized smartphone application equipped with machine learning algorithms. This application identifies color signals, processes data, corrects for interference, and provides quantification of AChE activity via the smartphone interface. …"

Table 1_Deep learning-based automated segmentation and quantification of the dural sac cross-sectional area in lumbar spine MRI.docx حسب George Ghobrial (3208860)

Deep Learning-Enhanced Paper-Based Vertical Flow Assay for High-Sensitivity Troponin Detection Using Nanoparticle Amplification حسب Gyeo-Re Han (8158410)

"…The hs-VFA includes a colorimetric paper-based sensor, a portable reader with time-lapse imaging, and computational algorithms for digital assay validation and outlier detection. …"

Three-Dimensional Afterglow Luminescence–MRI Fusion Tomography with Magnetically Targeted Luminescent-Magnetic Nanoparticles for Deep-Seated Tumor Imaging حسب Ying Zhang (40767)

"…By modeling photon propagation via finite-element analysis and solving the inverse model with an alternating-direction method of the multipliers algorithm, ALT precisely localizes nanoparticle distributions in deep tissues, delineates lesion morphology and margins, and enables quantification of nanoparticles’ uptake. …"

Supporting data for “Digital immunochromatography: A bead-based bilateral zigzag flow immuno-assay with adaptive differential noise correction for rapid and precise protein detecti... حسب Zhiting Peng (9722516)

"…</p><p dir="ltr">To obtain rapid and precise detection results, the ADNC algorithm was developed based on the BiZi-FIA, which dynamically corrects background noise variations by leveraging differential analysis between test and control samples, enabling precise quantification of biomarkers without reliance on external calibration curves. …"

Data Sheet 1_Bayesian modeling with locally adaptive prior parameters in small animal imaging.zip حسب Muyang Zhang (20821943)

"…The locally adaptive Markov chain Monte Carlo algorithm is more flexible, which allows better edge recovery while reducing estimation uncertainty and bias. …"

Yellow River Basin Industrial Base Spatio-temporal Monitoring and Impact Assessment Dataset حسب Libing Wang (21723566)

"…The dataset aggregates data elements and core algorithm codes that underpin the key research stages of the paper, with a focus on demonstrating and reproducing the innovative methodologies employed, rather than directly sharing sensitive raw data or precise measurement values.…"

Impact of SARS-CoV-2 inoculation on the structure and permeability of the epithelial monolayer formed by the Caco-2/HT29 coculture. حسب Clémence Garrec (12496957)

"…T = 0 corresponds to the viral Ct at the precise moment of SARS-CoV-2 virus inoculation. (<b>D</b>) Quantification of SARS-CoV-2 infectious particles released in the supernatant of Caco-2/HT29 cells monolayer. …"

Model code حسب Waltraud Schulze (20695250)

"…<p dir="ltr">Quantification and classification of leaf surface texture complexity: SEM images were used as databases to quantify the texture complexity of leaf abaxial surfaces. …"

Table 1_Application of digital tools and artificial intelligence in the Myasthenia Gravis Core Examination.docx حسب Marc Garbey (393550)

"…Computer vision, in combination with artificial intelligence methods, was used to develop algorithms to analyze the videos, with a focus on eye and body motions. …"