“AI misses nearly one-third of breast cancers, study finds”

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“The paper demonstrates that 'extreme-wave phenomena, often treated as deleterious fluctuations, can be harnessed as structural nonlinearity for scalable, energy-efficient neuromorphic photonic inference.'”

“We propose NullBUS, a multimodal mixed-supervision framework that learns from images with and without prompts in a single model.”

“The research focuses on segmentation of breast ultrasound images using a novel multimodal approach.”

“The research focuses on robust breast cancer segmentation in multi-center DCE-MRI.”

“The study uses Multiple Instance Learning (MIL).”

“The research focuses on agent-based output drift detection for breast cancer response prediction within a multisite clinical decision support system.”

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“The article introduces a novel benchmark dataset for mammography image registration called MGRegBench.”

“WDFFU-Mamba is a model for breast tumor segmentation in ultrasound images.”

“The article's source is ArXiv.”

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“The study is sourced from ArXiv.”

“The article's focus on BUSI image segmentation and the integration of CNNs and Transformers highlights a trend in medical image analysis towards more sophisticated and hybrid architectures.”

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“The article likely details the framework's architecture, training methodology, and performance evaluation.”

“The article's focus on YOLO, explainability, and domain adaptation indicates a sophisticated approach to medical image analysis.”

“The article's key fact would likely be related to the improved performance of deep learning models in detecting breast cancer from mammograms.”

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