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09/15/2023
Reconsidering evaluation practices in modular systems: On the propagation of errors in MRI prostate cancer detection
Magnetic resonance imaging has evolved as a key component for prostate c...
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08/12/2023
Out-of-distribution multi-view auto-encoders for prostate cancer lesion detection
Traditional deep learning (DL) approaches based on supervised learning p...
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08/12/2023
Leveraging multi-view data without annotations for prostate MRI segmentation: A contrastive approach
An accurate prostate delineation and volume characterization can support...
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08/10/2023
Prostate Age Gap (PAG): An MRI surrogate marker of aging for prostate cancer detection
Background: Prostate cancer (PC) MRI-based risk calculators are commonly...
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03/11/2023
Assessing gender fairness in EEG-based machine learning detection of Parkinson's disease: A multi-center study
As the number of automatic tools based on machine learning (ML) and rest...
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03/02/2023
Machine Learning-Based Detection of Parkinson's Disease From Resting-State EEG: A Multi-Center Study
Resting-state EEG (rs-EEG) has been demonstrated to aid in Parkinson's d...
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12/29/2022
3D Masked Modelling Advances Lesion Classification in Axial T2w Prostate MRI
Masked Image Modelling (MIM) has been shown to be an efficient self-supe...
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07/22/2021
Self-transfer learning via patches: A prostate cancer triage approach based on bi-parametric MRI
Prostate cancer (PCa) is the second most common cancer diagnosed among m...
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03/27/2021
