Latest AI and machine learning research in medical ethics / professional responsibility for healthcare professionals.
Accurate segmentation of brain stroke lesions in non-contrast computed tomography (NCCT) scans is cr...
Interactive image segmentation is critical for efficient image annotation; however, existing methods...
Rehabilitation scoring systems are most useful when their outputs can be reviewed and interpreted wi...
Accurate agricultural field boundary delineation at large scale is a foundational task for food secu...
Vision Transformers process spatially redundant tokens efficiently only when coarse token summaries ...
High-frequency deep brain stimulation (DBS, >90 Hz) reliably suppresses Parkinsonian motor symptoms,...
Existing 3D generative models predominantly rely on implicit volumetric representations, which enfor...
Few-shot industrial defect detection remains difficult for standard supervised detectors, which achi...
When labeled data are scarce, off-the-shelf diffusion models can augment training sets for few-shot ...
The analysis of satellite and aerial imagery has entered a new era with the advent of foundation mod...
Perineural invasion (PNI) is a clinically relevant indicator of tumor aggressiveness and can influen...
Generally, monocular methods capture rich contextual priors but lack geometric precision, whereas st...
Radiomic features derived from medical images and segmentation masks are used to support decision ma...
Privacy-preserving clustering is critical for analyzing sensitive data in healthcare, cybersecurity,...
Progress in colonoscopy polyp segmentation is routinely reported through leaderboard comparisons on ...
The precise pixel-level localization of 2D material flakes is crucial for high-throughput screening....
Image guardrails are typically trained and evaluated under a fixed safety policy, implicitly treatin...
The growing number of medical vision foundation models highlights the need for effective model selec...
Despite increasing scale and resolution, many biological measurements remain destructive, revealing ...
Low-dose computed tomography (LDCT) reduces radiation exposure but introduces stronger quantum noise...
Early detection of suspicious moles remains the most effective means of reducing mortality from skin...