Musculoskeletal (MSK) disorders represent a significant global health challenge that affects over 1.7 billion people, leading to physical disability as well as reduced mental health and socioeconomic well‐being. Despite their high prevalence, MSK diseases remain severely underfunded compared to other ...

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Optical performance monitoring (OPM) underpins quality of transmission in modern elastic optical networks. This paper introduces MT-OPMNet, a multi-task deep learning framework for joint optical signal-to-noise ratio (OSNR) estimation and modulation format identification (MFI) from asynchronous amplitude histog...

Generative models that maximize model likelihood have gained traction in many practical settings. Among them, perturbation-based approaches underpin many state-of-the-art likelihood estimation models, yet they often face slow convergence and limited theoretical understanding. In this paper, we derive a...

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The images captured by Wireless Capsule Endoscopy (WCE) always exhibit specular reflections, and removing highlights while preserving the color and texture in the region remains a challenge. To address this issue, this paper proposes a highlight removal method for capsule endoscopy images.&#...