AI Medical Compendium

Verifying Urdu news authenticity using deep learning with concatenated BERT and GloVe embedding.

Scientific reports Feb 5, 2026

A data privacy protection method for infectious disease prediction models with balanced training speed and accuracy.

Scientific reports Feb 5, 2026

Revolutionizing hyper spectral image denoising: a squeezenet paradigm.

Scientific reports Feb 5, 2026

A randomized controlled trial of artificial intelligence-based analytics for clinical deterioration.

Scientific reports Feb 5, 2026

This pragmatic randomized controlled trial aimed to assess the effect of a passive display of artificial intelligence (AI)-based predictive analytics on hours free of clinical deterioration events among medical and surgical patients in an acute care ... read more

A generalizable foundation model for analysis of human brain MRI.

Nature neuroscience Feb 5, 2026

Artificial intelligence applied to brain magnetic resonance imaging (MRI) holds potential to advance diagnosis, prognosis and treatment planning for neurological diseases. The field has been constrained, thus far, by limited training data and task-sp... read more

Semi-supervised multi-class pneumonia classification using a CNN-cascade forest framework.

Scientific reports Feb 5, 2026

Medical imaging diagnosis of pneumonia must be accurate at distinguishing between the various disease subtypes but must be resistant to sparse annotated evidence as well as cross-imaging variability. The current deep learning methods are mostly univa... read more

Scaling medical device regulatory science using large language models.

NPJ digital medicine Feb 5, 2026

Advances in artificial intelligence (AI) and machine learning (ML) have led to a surge in AI/ML-enabled medical devices, posing new challenges for regulators because best practices for developing, testing, and monitoring these devices are still emerg... read more

Plasmonic artificial inspector for herbal medicines via surface-enhanced Raman spectroscopy and deep learning.

Scientific reports Feb 5, 2026

For the safety monitoring of herbal medicines (HMs), HM inspectors carry out an organoleptic examination before acceptance for market supply. The organoleptic test processes are often regarded as labor-intensive, thus calling for efficient and reliab... read more

Detecting isolated REM sleep behavior disorder at home using a lower-back wearable sensor.

NPJ digital medicine Feb 5, 2026

Isolated REM Sleep Behavior Disorder (iRBD) is a strong predictor of neurodegenerative diseases, particularly synucleinopathies. Current diagnosis requires overnight video-polysomnography (vPSG) in sleep laboratories. Limited access to vPSG and diffe... read more

An interpretable machine learning model using routine clinical data for early recurrence prediction in hepatocellular carcinoma.

Scientific reports Feb 5, 2026

Artificial Intelligence Medical Compendium

Verifying Urdu news authenticity using deep learning with concatenated BERT and GloVe embedding.

A data privacy protection method for infectious disease prediction models with balanced training speed and accuracy.

Revolutionizing hyper spectral image denoising: a squeezenet paradigm.

A randomized controlled trial of artificial intelligence-based analytics for clinical deterioration.

A generalizable foundation model for analysis of human brain MRI.

Semi-supervised multi-class pneumonia classification using a CNN-cascade forest framework.

Scaling medical device regulatory science using large language models.

Plasmonic artificial inspector for herbal medicines via surface-enhanced Raman spectroscopy and deep learning.

Detecting isolated REM sleep behavior disorder at home using a lower-back wearable sensor.

An interpretable machine learning model using routine clinical data for early recurrence prediction in hepatocellular carcinoma.

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