AI Medical Compendium

Sensory integration, temporal prediction, and rule discovery reflect interdependent inference processes.

Proceedings of the National Academy of Sciences of the United States of America Feb 6, 2026

Deciphering the structure of variable sensory input is key to building an accurate model of one's environment. Humans can accumulate evidence from sequences of stimuli to estimate their sensory statistics, predict the timing of upcoming stimuli, but ... read more

A near-complete map of human cytosolic degrons and their relevance for disease.

Science advances Feb 6, 2026

Degrons are short protein segments that direct proteins for degradation via the ubiquitin-proteasome system, ensuring the removal of signaling proteins and clearance of misfolded proteins. We have performed a large-scale screen of more than 200,000 3... read more

Deep learning-integrated multilayer thermal gradient sensing platform for real-time blood flow monitoring.

Science advances Feb 6, 2026

Blood flow monitoring is fundamental for assessing cardiovascular health and identifying vascular complications. Traditional Doppler ultrasound methods require bulky equipment and specialized expertise, while recent thermal sensing approaches face li... read more

AI Scribes: Are We Measuring What Matters?

JMIR medical informatics Feb 6, 2026

Artificial intelligence (AI) scribes, software that can convert speech into concise clinical documents, have achieved remarkable clinical adoption at a pace rarely seen for digital technologies in health care. The reasons for this are understandable:... read more

Enhancing Anesthetic Depth Assessment via Unsupervised Machine Learning in Processed Electroencephalography Analysis: Novel Methodological Study.

JMIR medical informatics Feb 6, 2026

BACKGROUND: General anesthesia comprises 3 essential components-hypnosis, analgesia, and immobility. Among these, maintaining an appropriate hypnotic state, or anesthetic depth, is crucial for patient safety. Excessively deep anesthesia may lead to h... read more

Triple-Response Peptide Probe for Simultaneous Monitoring the Activity of Three Proteases through a Single Nanopore.

Analytical chemistry Feb 6, 2026

Accurate disease diagnosis requires analyzing multiple biomarkers in a single sample to improve diagnostic precision and guide treatment. However, the simultaneous detection of three or more proteases in a sample, especially with a single probe, rema... read more

Combating Antiviral Drug Resistance: A Multipronged Strategy.

Accounts of chemical research Feb 6, 2026

ConspectusViral proteases are essential enzymes required for viral replication and assembly, making them prime antiviral drug targets. However, under the selective pressure of protease inhibitors, viruses can acquire mutations that reduce drug bindin... read more

Nanophotonic Glyphosate Sensing Integrated into a Portable Optoelectronic Device with Deep-Learning Imaging.

ACS sensors Feb 6, 2026

In this study, we report the design and analytical validation of a glyphosate nanosensor based on the modulation of upconversion emission from NaYF4:Yb3+/Er3+ nanoparticles. The sensing mechanism relies on a rapid and straightforward interaction betw... read more

Multi-mechanism-driven dual-mode array based on a single PFC-1/QD probe enables AI-assisted on-site identification of biogenic amines and real-time food freshness monitoring.

Biosensors & bioelectronics Feb 6, 2026

Biogenic amines (BAs) serve as critical indicators of food spoilage, necessitating portable and real-time monitoring approaches to ensure food safety. To this end, we developed a P-QDot-based fluorescence/colorimetric (FL/CL) dual-mode sensor array i... read more

Real-world use of PACS-integrated automated spine numbering in MRI.

Clinical imaging Feb 6, 2026

PURPOSE: Traditional methods of vertebral identification have predominantly relied on relative approaches, depending on discernible landmarks. Artificial Intelligence (AI) has emerged as a transformative force in radiology, aiming to augment the work... read more

Artificial Intelligence Medical Compendium