A Hybrid Transfer Learning Framework for Brain Tumor Diagnosis
Advanced Intelligent Systems, Volume 7, Issue 3, March 2025.A novel hybrid transfer learning approach for brain tumor classification achieves 99.47% accuracy using magnetic resonance imaging (MRI) images. By combining image preprocessing, ensemble deep learning, and explainable artificial intelligence (XAI) techniques like gradient‐weighted class activation mapping and SHapley Additive exPlanations (SHAP), the ...
Sadia Islam Tonni +11 more
wiley +1 more source
AI-Driven Advances in Women's Health Diagnostics: Current Applications and Future Directions. [PDF]
Diagnostics (Basel)Macedonia C.
europepmc +1 more source
Developing a Remote Diagnostics Application for Remote Handling Systems of ITER
, 2017 ITER is an experimental thermonuclear reactor, which is supposed to solve challenges with energy resources in the future. Once the reactor is finished, it will require maintenance operations at times. Because of radiation in the reactor, maintenance operations are remotely controlled and therefore a remote diagnostics application is required for ...
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Advanced Intelligent Systems, EarlyView.This study proposes a robust, generalizable new approach for facial type diagnosis. Based on landmark detection and pose normalization, a 94.7% diagnostic accuracy is achieved by Combined Heatmap Regression and Coordinate Regression network. This research makes the AI‐generated preliminary diagnosis more interpretable and reducing the impact of ...
Qianyang Xie +12 more
wiley +1 more source
Association of Mobile-Enhanced Remote Patient Monitoring with Blood Pressure Control in Hypertensive Patients with Comorbidities: A Multicenter Pre-Post Evaluation. [PDF]
Diagnostics (Basel)Ullah A, Ahmad I, Deng W.
europepmc +1 more source
Noncontact diagnostics of remote anisotropic plasmas
Journal of Physics: Conference Series, 2019 A S Mustafaev, A Y Grabovskiy
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Advanced Intelligent Systems, EarlyView.This study presents a compact, three IMU wearable system that enables accurate motion capture and robust gait‐feature extraction, thereby supporting reliable machine learning‐based balance evaluation. Accurate assessment of balance is critical for fall prevention and targeted rehabilitation, particularly in older adults and individuals with ...
Seok‐Hoon Choi +8 more
wiley +1 more source
Point-of-care molecular diagnostics and drug-resistance mechanisms in neglected infectious diseases: current advances and future therapeutic opportunities. [PDF]
Front Cell Infect MicrobiolZhang Q, Zhang X, Yang J, Li H.
europepmc +1 more source
A Novel Milli‐Scale Magnetic Robot Exploiting Rotation for Controlled Magnetic Particles Release
Advanced Intelligent Systems, EarlyView.Delivering magnetic particles can become a game changer in minimally invasive medicine. To cope with this challenge, a magnetically actuated milli‐scale carrier leveraging rotation to perform on‐demand tunable release of magnetic particles across multiple release events is presented.
Giordano De Angelis +3 more
wiley +1 more source
Heart Failure Alert Duration and Time at Risk of Heart Failure as Potential Modifier Factors of the TriageHF Algorithm in Remote Monitoring of Heart Failure: A Cohort Study. [PDF]
Diagnostics (Basel)Ledesma Oloriz D +6 more
europepmc +1 more source