AIMC Topic: Severity of Illness Index

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Deep multi-task learning framework for gastrointestinal lesion-aided diagnosis and severity estimation.

Scientific reports Jul 16, 2025
Accurate diagnosis and severity estimation of gastrointestinal tract (GT) lesions are crucial for patient care and effective treatment plan decisions. Traditional methods for diagnosing lesions face challenges in accurately estimating severity due to...
Gastrointestinal Tract Gastrointestinal Diseases Severity of Illness Index Diagnosis, Computer-Assisted Deep Learning Humans Algorithms
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Effectiveness of a Machine Learning-Enabled Skincare Recommendation for Mild-to-Moderate Acne Vulgaris: 8-Week Evaluator-Blinded Randomized Controlled Trial.

JMIR dermatology Jul 16, 2025
BACKGROUND: Acne vulgaris (AV) is one of the most common skin disorders, with a peak incidence in adolescence and early adulthood. Topical treatments are usually used for mild to moderate AV; however, a lack of adherence to topical treatment is seen ...
Quality of Life Severity of Illness Index Adolescent Adult Male Acne Vulgaris Dermatologic Agents Skin Care Treatment Outcome Bayes Theorem Humans Single-Blind Method Machine Learning Female Young Adult
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Objective monitoring of motor symptom severity and their progression in Parkinson's disease using a digital gait device.

Scientific reports Jul 15, 2025
Digital technologies for monitoring motor symptoms of Parkinson's Disease (PD) underwent a strong evolution during the past years. Although it has been shown for several devices that derived digital gait features can reliably discriminate between hea...
Machine Learning Female Aged Humans Severity of Illness Index Parkinson Disease Gait Male Middle Aged Disease Progression
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Is a score enough? Pitfalls and solutions for AI severity scores.

European radiology experimental Jul 14, 2025
Severity scores, which often refer to the likelihood or probability of a pathology, are commonly provided by artificial intelligence (AI) tools in radiology. However, little attention has been given to the use of these AI scores, and there is a lack ...
Radiology Humans Artificial Intelligence Severity of Illness Index
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FF Swin-Unet: a strategy for automated segmentation and severity scoring of NAFLD.

BMC medical imaging Jul 10, 2025
BACKGROUND: Non-alcoholic fatty liver disease (NAFLD) is a significant risk factor for liver cancer and cardiovascular diseases, imposing substantial social and economic burdens. Computed tomography (CT) scans are crucial for diagnosing NAFLD and ass...
Algorithms Tomography, X-Ray Computed Severity of Illness Index Liver Radiographic Image Interpretation, Computer-Assisted Non-alcoholic Fatty Liver Disease Humans Spleen
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Predicting yellow mosaic disease severity in yardlong bean using visible imaging coupled with machine learning model.

Scientific reports Jul 10, 2025
Accurate estimation of plant disease severity is pivotal for effective management and decision-making. Field experiments were conducted to understand the correlation and predict the yellow mosaic disease severity in yard-long beans using visible imag...
Phaseolus Disease Resistance Severity of Illness Index Genotype Machine Learning Plant Diseases
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Multi-class subarachnoid hemorrhage severity prediction: addressing challenges in predicting rare outcomes.

Neurosurgical review Jul 10, 2025
Accurately predicting the severity of subarachnoid hemorrhage (SAH) is critical for informing clinical decisions and improving patient outcomes. This study addresses the challenges of imbalanced data in SAH severity classification by employing the Mo...
Severity of Illness Index Subarachnoid Hemorrhage Adult Male Middle Aged Female Aged Humans Machine Learning Algorithms Prognosis
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Deep learning for predicting myopia severity classification method.

Biomedical engineering online Jul 9, 2025
BACKGROUND: Myopia is a major cause of vision impairment. To improve the efficiency of myopia screening, this paper proposes a deep learning model, X-ENet, which combines the advantages of depthwise separable convolution and dynamic convolution to cl...
Deep Learning Myopia Humans Image Processing, Computer-Assisted Severity of Illness Index
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The unwell patient with advanced chronic liver disease: when to use each score?

BMC medicine Jul 9, 2025
BACKGROUND: Prognostication in chronic liver disease and the implementation of appropriate scoring systems is difficult given the variety of clinical manifestations. It is important to understand the limitations of each scoring system as well as the ...
End Stage Liver Disease Severity of Illness Index Acute-On-Chronic Liver Failure Humans Liver Diseases Liver Neoplasms Prognosis Carcinoma, Hepatocellular
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Deep learning diagnosis plus kinematic severity assessments of neurodivergent disorders.

Scientific reports Jul 8, 2025
Early diagnostic assessments of neurodivergent disorders (NDD), remains a major clinical challenge. We address this problem by pursuing the hypothesis that there is important cognitive information about NDD conditions contained in the way individuals...
Adult Biomechanical Phenomena Male Female Young Adult Humans Severity of Illness Index Autism Spectrum Disorder Deep Learning Child Adolescent Attention Deficit Disorder with Hyperactivity
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