Rheumatology

Fibromyalgia

Latest AI and machine learning research in fibromyalgia for healthcare professionals.

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Artificial Intelligence-powered tiered early warning framework addressing high false alarm rates for in-hospital mortality prediction.

Alert fatigue remains a major barrier to the effective deployment of predictive models in emergency care, particularly in the context of rare but critical outcomes such as in-hospital mortality (IHM), which often occurs in less than 5.0% of patients admitted from the emergency department (ED). Severe class imbalance leads to low positive predictive value (PPV), undermining the clinical utility of ...

Mar 14 2026 41832244

Bioinspired additive manufacturing material optimization for increased stiffness and improved strain sensing in robotic limbs.

Robots traversing uneven terrain may require precise calculation of limb kinematics (e.g. foot position from joint angles and segment dimensions) and sensing of force for adaptive walking control. To facilitate these calculations, robots often have very rigid limb segments with a stiff load cell between the limb and end effector (e.g. foot). Insects also must compute kinematics and measure force w...

Mar 13 2026 41747390
When focus fades: radiologist fatigue and artificial intelligence support systems-a narrative review.

The radiology reading room today is busier than ever with increasing numbers of cases that contain more images, sequences, and complex findings. Conse...

Mar 13 2026 41821449
Sleep awake detection from leg-worn wearables using deep sensor fusion.

Restful sleep is essential for health, yet many children with Attention Deficit Hyperactivity Disorder (ADHD) experience disturbances such as delayed ...

Mar 12 2026 41820476
Detecting multimorbidity patterns in Alzheimer's disease using unsupervised machine learning: A nationwide emergency department study (2007-2022).

BackgroundAlzheimer's disease (AD) patients frequently present to emergency departments (EDs) with complex comorbidities that complicate triage and ma...

Mar 12 2026 41815071
Lower Back Muscle Fatigue Recognition Based on the Fusion-Information of Multi-Channel sEMG and NIRS Simultaneous Recordings.

Accurate recognition of muscle fatigue in the lower back is essential for preventing low back pain and reducing the risk of occupational injuries. How...

Mar 11 2026 41811718
Effect of a Computer-Aided Device for Detecting Gastric Neoplasms: A Multicenter, Randomized Controlled Trial.

BACKGROUND & AIMS: Evidence about the effect of artificial intelligence (AI) on upper endoscopy in multicenter, randomized controlled trials is lackin...

Mar 9 2026 41801173
Machine learning framework for early detection of polio outbreaks from acute flaccid paralysis surveillance data.

Poliomyelitis remains a global public health concern despite remarkable progress toward eradication. The continued circulation of vaccine-derived poli...

Mar 5 2026 41806444
Pipeline-optimized machine learning for chronic fatigue syndrome diagnosis: A lightweight, interpretable model using blood biochemical and metabolomic data.

INTRODUCTION AND BACKGROUND: Chronic fatigue syndrome (CFS) is a debilitating multisystem disorder with persistent fatigue and functional impairment, ...

Mar 3 2026 41791269
Identifying neuromuscular and mental fatigue in elite youth table tennis players using machine learning.

Performance in table tennis is known to be affected by both mental and physical fatigue. However, accurately predicting a player's fatigue state remai...

Mar 3 2026 41775761
Predicting Non-Response to Multicomponent Treatment in Fibromyalgia: Development and Validation of a Machine Learning Model.

BACKGROUND: Multicomponent programs combining therapeutic exercise, cognitive-behavioral therapy, and pain neuroscience education demonstrate overall ...

Mar 2 2026 41766528
Harnessing Phase Separation for the Development of High-Performance Hydrogels.

Hydrogels are indispensable for the development of next-generation bioelectronics, soft robotics, and biomedical devices, where their mechanical prope...

Mar 2 2026 41766618
DeepArousal-Net: A Multi-Block Recurrent Deep Learning Model for Proactive Forecasting of Non-Apneic Arousals From Multichannel PSG.

OBJECTIVE: This study aimed to develop a deep learning model capable of accurately forecasting non-apneic sleep arousals, which are brief awakenings t...

Mar 1 2026 40824988
Spontaneous speech enables scalable digital phenotyping of physical functional deficits in aging.

The rising global burden of pathological aging engenders an urgent need for accessible tools enabling early detection of physical decline, which signi...

Feb 28 2026 41764199
Data or Deception: Imposter Participants in Online Qualitative Research.

Online recruitment and data collection in qualitative research grew significantly during the COVID-19 pandemic, revealing a host of benefits including...

Feb 28 2026 41762731
Distinguishing post-COVID from long-COVID in adults: Development and validation of a biomarker signature using targeted proteomics and machine learning in a cross-sectional observational study.

BACKGROUND: COVID-19 can have diverse clinical manifestations, ranging from asymptomatic infection to critical illness with multiorgan involvement. Wh...

Feb 27 2026 41758880
Predicting low oxygen in patients with acute COVID-19 infection isolating at home: a clinical prediction model.

RATIONALE: Identifying patients who could be safely managed at home versus those needing hospitalisation was a particular concern during early COVID-1...

Feb 24 2026 41735015
Combining multimodal fatigue fracture surface images for analysis with a CNN.

This work uses three different modalities, namely SEM, BSE and scanning white light interference (SWLI) to image fatigue fracture surfaces of Ti-6Al-4...

Feb 20 2026 41720828
Development and Validation of a Frailty Risk Prediction Model for Preoperative Non-Small-Cell Lung Cancer Patients: A Cross-Sectional Study.

PURPOSE: Frailty is increasingly recognized as a predictor of poor surgical outcomes, yet its preoperative assessment in patients with non-small-cell ...

Feb 19 2026 41714831
Use of artificial intelligence and machine learning for the management of fibromyalgia: a scoping review.

BACKGROUND: Fibromyalgia (FM) is a complex and multifactorial syndrome characterized by widespread pain, fatigue, cognitive impairment, and other syst...

Feb 17 2026 41700030
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