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Journal of Trustworthy and Explainable Intelligent Systems
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Vol 1, Issue 1 (2022)

An Explainable EfficientNet-ResNet Framework for Automated Breast Ultrasound Lesion Classification
James Anderson, Maria Rossi & William Clark
Original Research | Open access | 15 March 2022 | Article: 5
Improving Rehabilitation Outcome Prediction Using Hybrid Density-Based and Statistical Anomaly Detection
Hans Müller, Anna Schmidt & Thomas Weber
Original Research | Open access | 15 March 2022 | Article: 6
Machine Learning-Driven Obesity Classification and Tailored Treatment Recommendations
Sofía Martínez, Carlos Gómez & Lucia Navarro
Original Research | Open access | 15 March 2022 | Article: 7
A Reversible Data Hiding Scheme for Secure Transmission of Encrypted DICOM Images
Kenji Tanaka, Yui Kobayashi & Takeshi Nakamura
Original Research | Open access | 15 March 2022 | Article: 114
An Interpretable Multi-Task Transformer Framework for IDH Genotyping and Glioma Prognosis
João Silva, Pedro Costa & Ana Beatriz
Original Research | Open access | 15 March 2022 | Article: 9
Explainable AI for Automatic Detection of Equatorial Plasma Bubbles Using 2DPCA and Recursive Feature Elimination
Emma Wilson, Frederik De Jong & Lara Peters
Original Research | Open access | 15 March 2022 | Article: 10
Distribution-Aware LIME for High-Fidelity and Stable Explanations in Intrusion Detection Systems
Mark Anderson, Lisa Wong & Sarah Lee
Original Research | Open access | 15 March 2022 | Article: 11
Bridging Hand-Crafted Features and Deep Learning Through an Explainable Shallow CNN for Medical Image Segmentation
Sara Al-Fahd, Noura Al-Khalifa & Omar Al-Turki
Original Research | Open access | 15 March 2022 | Article: 12
Brain-Wide Mental State Analysis Using Explainable Shallow Neural Networks on HCP fMRI Data
Youssef Hariri, Hassan Nasser & Fatima Zahra
Original Research | Open access | 15 March 2022 | Article: 13
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