AIMC Topic: Early Diagnosis
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Diagnosis model of early Pneumocystis jirovecii pneumonia based on convolutional neural network: a comparison with traditional PCR diagnostic method.
BMC pulmonary medicine
Apr 25, 2024
BACKGROUND: Pneumocystis jirovecii pneumonia (PJP) is an interstitial pneumonia caused by pneumocystis jirovecii (PJ). The diagnosis of PJP primarily relies on the detection of the pathogen from lower respiratory tract specimens. However, it faces ch...
Artificial intelligence supported ultrasonography: Can it be the solution for early and accurate diagnosis of steatotic liver disease?
European journal of internal medicine
Apr 24, 2024
Enhancing early autism diagnosis through machine learning: Exploring raw motion data for classification.
PloS one
Apr 22, 2024
In recent years, research has been demonstrating that movement analysis, utilizing machine learning methods, can be a promising aid for clinicians in supporting autism diagnostic process. Within this field of research, we aim to explore new models an...
Predictive modeling for early detection of biliary atresia in infants with cholestasis: Insights from a machine learning study.
Computers in biology and medicine
Apr 16, 2024
Cholestasis, characterized by the obstruction of bile flow, poses a significant concern in neonates and infants. It can result in jaundice, inadequate weight gain, and liver dysfunction. However, distinguishing between biliary atresia (BA) and non-bi...
Early identification of postpartum depression using machine learning.
Psychiatry and clinical neurosciences
Apr 15, 2024
Early identification of autism spectrum disorder based on machine learning with eye-tracking data.
Journal of affective disorders
Apr 12, 2024
BACKGROUND: Early identification of autism spectrum disorder (ASD) improves long-term outcomes, yet significant diagnostic delays persist.
Early diagnosis of children with autism using artificial intelligence during dental care.
European archives of paediatric dentistry : official journal of the European Academy of Paediatric Dentistry
Mar 27, 2024
Artificial Intelligence (AI) for Early Diagnosis of Retinal Diseases.
Medicina (Kaunas, Lithuania)
Mar 23, 2024
Artificial intelligence (AI) has emerged as a transformative tool in the field of ophthalmology, revolutionizing disease diagnosis and management. This paper provides a comprehensive overview of AI applications in various retinal diseases, highlighti...
Early identification of suspected serious infection among patients afebrile at initial presentation using neural network models and natural language processing: A development and external validation study in the emergency department.
The American journal of emergency medicine
Mar 16, 2024
OBJECTIVE: To develop and externally validate models based on neural networks and natural language processing (NLP) to identify suspected serious infections in emergency department (ED) patients afebrile at initial presentation.
Artificial-intelligence-based risk prediction and mechanism discovery for atrial fibrillation using heart beat-to-beat intervals.
Med (New York, N.Y.)
Mar 15, 2024
BACKGROUND: Early diagnosis of atrial fibrillation (AF) is important for preventing stroke and other complications. Predicting AF risk in advance can improve early diagnostic efficiency. Deep learning has been used for disease risk prediction; howeve...
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