AIMC Topic: Calibration

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Evaluating the transferability of low-cost sensor calibration using ANFIS: a field study in Putrajaya, Malaysia.

Environmental monitoring and assessment Jul 31, 2025
This study evaluates the robustness of a previously developed calibration model for low-cost ozone sensors, based on the Adaptive Neuro-Fuzzy Inference System (ANFIS). The model was deployed at a different site without retraining. It was tested in Pu...
Air Pollution Ozone Calibration Malaysia Air Pollutants Nitrogen Dioxide Neural Networks, Computer Environmental Monitoring Fuzzy Logic
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Uncertainty Quantification and Temperature Scaling Calibration for Protein-RNA Binding Site Prediction.

Journal of chemical information and modeling Jun 2, 2025
The black-box nature of deep learning has increasingly drawn attention to the reliability and uncertainty of predictive models. Currently, several uncertainty quantification (UQ) methods have been proposed and successfully applied in the fields of mo...
Calibration Neural Networks, Computer Protein Binding Temperature RNA-Binding Proteins Binding Sites RNA Uncertainty
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Low-Cost Particulate Matter Mass Sensors: Review of the Status, Challenges, and Opportunities for Single-Instrument and Network Calibration.

ACS sensors May 7, 2025
As an emerging atmospheric monitoring technology, low-cost sensors for particulate matter of diameters below 2.5 μm (PMLCSs) supplement traditional air quality monitoring instruments. Because their stability and accuracy are typically low, they requi...
Air Pollutants Particulate Matter Calibration Machine Learning Environmental Monitoring Particle Size
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Development and precision evaluation of a robotic system for oral implant surgery using personalized digital guides and optical spatial positioning technology.

PloS one Apr 29, 2025
Oral implant surgery demands a high level of precision and expertise, making the integration of robotic assistance an optimal solution. This study introduces an innovative dental implant robotic system designed to enhance accuracy during cavity prepa...
Calibration Robotic Surgical Procedures Humans Surgery, Computer-Assisted Robotics Dental Implants
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Saccade and purify: Task adapted multi-view feature calibration network for few shot learning.

Neural networks : the official journal of the International Neural Network Society Apr 23, 2025
Current few-shot image classification methods encounter challenges in extracting multi-view features that can complement each other and selecting optimal features for classification in a specific task. To address this problem, we propose a novel Task...
Algorithms Calibration Saccades Humans Neural Networks, Computer
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Calibration and Validation of Machine Learning Models for Physical Behavior Characterization: Protocol and Methods for the Free-Living Physical Activity in Youth (FLPAY) Study.

JMIR research protocols Apr 16, 2025
BACKGROUND: Wearable activity monitors are increasingly used to characterize physical behavior. The development and validation of these characterization methods require criterion-labeled data typically collected in a laboratory or simulated free-livi...
Child Energy Metabolism Calibration Accelerometry Calorimetry, Indirect Male Exercise Adolescent Machine Learning Humans Female
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Tidal Volume Monitoring via Surface Motions of the Upper Body-A Pilot Study of an Artificial Intelligence Approach.

Sensors (Basel, Switzerland) Apr 10, 2025
The measurement of tidal volumes via respiratory-induced surface movements of the upper body has been an objective in medical diagnostics for decades, but a real breakthrough has not yet been achieved. The improvement of measurement technology throug...
Pilot Projects Monitoring, Physiologic Tidal Volume Adult Male Respiration Movement Motion Humans Linear Models Calibration Neural Networks, Computer Artificial Intelligence Female
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Robot-assisted ultrasound probe calibration for image-guided interventions.

International journal of computer assisted radiology and surgery Apr 4, 2025
BACKGROUND: Trackable ultrasound probes facilitate ultrasound-guided procedures, allowing real-time fusion of augmented ultrasound images and live video streams. The integration aids surgeons in accurately locating lesions within organs, and this cou...
Equipment Design Ultrasonography, Interventional Robotic Surgical Procedures Surgery, Computer-Assisted Humans Calibration Algorithms Robotics
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ProCNS: Progressive Prototype Calibration and Noise Suppression for Weakly-Supervised Medical Image Segmentation.

IEEE journal of biomedical and health informatics Apr 4, 2025
Weakly-supervised segmentation (WSS) has emerged as a solution to mitigate the conflict between annotation cost and model performance by adopting sparse annotation formats (e.g., point, scribble, block, etc.). Typical approaches attempt to exploit an...
Image Processing, Computer-Assisted Supervised Machine Learning Calibration Humans Algorithms
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Comprehensive quality evaluation of crude material of Ligusticum chuanxiong Hort. through high performance liquid chromatography coupled with DenseNet-121 assisted hyperspectral imaging and anti-thrombotic zebrafish bioassay.

Journal of pharmaceutical and biomedical analysis Apr 3, 2025
An innovative, integrated strategy was developed for rapid and comprehensive quality assessment of Ligusticum chuanxiong Hort., the key raw material for Guanxinning tablets. This approach simultaneously evaluates both chemical composition and biologi...
Coumaric Acids Ligusticum Thrombosis Zebrafish Chromatography, High Pressure Liquid Drugs, Chinese Herbal Quality Control Least-Squares Analysis Hyperspectral Imaging Animals Biological Assay Calibration Convolutional Neural Networks
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