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Abstract Automatic segmentation of breast tumors in ultrasound images can assist physicians in making accurate and effective decisions. However, fully supervised learning methods typically require large amounts of pixel-level annotations, which are often difficult to obtain. Weakly supervised segmentation using image-level labels offers a promising alternative, but generating high-quality pseudo-segmentation labels remains a major challenge.
Sleep Breathing Physiology and Disorders • Original Article First Online: 04 May 2019 Abstract Purpose Patients with obstructive sleep apnea (OSA) may experience apneas and hypopneas primarily during stage R (REM) sleep when end-expiratory lung volume (EELV) reaches its nadir. The purpose of this study was to determine if REM-related reductions in EELV persist in the presence of continuous positive airway pressure (CPAP) prescribed during non-stage REM (NREM) sleep.
The limited literature on binge viewing provides some indications to propose arousal as a mediator of the relationship with sleep. Television shows that are binge viewed are characterized by a complex narrative structure and intense character development. Binge viewers become strongly immersed into the story, identify with the characters, and experience increased difficulty to stop viewing.
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