AIMC Topic: Predictive Value of Tests
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Deep learning based diagnosis for cysts and tumors of jaw with massive healthy samples.
Scientific reports
Feb 3, 2022
We aimed to develop an explainable and reliable method to diagnose cysts and tumors of the jaw with massive panoramic radiographs of healthy peoples based on deep learning, since collecting and labeling massive lesion samples are time-consuming, and ...
Deep learning-based segmentation of the thorax in mouse micro-CT scans.
Scientific reports
Feb 2, 2022
For image-guided small animal irradiations, the whole workflow of imaging, organ contouring, irradiation planning, and delivery is typically performed in a single session requiring continuous administration of anaesthetic agents. Automating contourin...
A neuromorphic spiking neural network detects epileptic high frequency oscillations in the scalp EEG.
Scientific reports
Feb 2, 2022
Interictal High Frequency Oscillations (HFO) are measurable in scalp EEG. This development has aroused interest in investigating their potential as biomarkers of epileptogenesis, seizure propensity, disease severity, and treatment response. The deman...
Drug Resistant Epilepsy
Epilepsies, Partial
Child, Preschool
Child
Treatment Outcome
Predictive Value of Tests
Electroencephalography
Signal Processing, Computer-Assisted
Artifacts
Brain Waves
Infant
Adolescent
Wearable Electronic Devices
Time Factors
Brain
Female
Reproducibility of Results
Male
Humans
Neural Networks, Computer
Arterial enhancing local tumor progression detection on CT images using convolutional neural network after hepatocellular carcinoma ablation: a preliminary study.
Scientific reports
Feb 2, 2022
To evaluate the performance of a deep convolutional neural network (DCNN) in detecting local tumor progression (LTP) after tumor ablation for hepatocellular carcinoma (HCC) on follow-up arterial phase CT images. The DCNN model utilizes three-dimensio...
Dynamic Bayesian networks for prediction of health status and treatment effect in patients with chronic lymphocytic leukemia.
Scientific reports
Feb 2, 2022
Chronic lymphocytic leukemia (CLL) is the most common blood cancer in adults. The course of CLL and patients' response to treatment are varied. This variability makes it difficult to select the most appropriate treatment regimen and predict the progr...
Leukemia, Lymphocytic, Chronic, B-Cell
Predictive Value of Tests
Male
Middle Aged
Bayes Theorem
Clinical Decision-Making
Health Status Indicators
Risk Assessment
Female
Risk Factors
Humans
Disease Progression
Aged
Artificial Intelligence
Time Factors
Decision Support Techniques
Treatment Outcome
Health Status
Differentiation of intestinal tuberculosis and Crohn's disease through an explainable machine learning method.
Scientific reports
Feb 2, 2022
Differentiation between Crohn's disease and intestinal tuberculosis is difficult but crucial for medical decisions. This study aims to develop an effective framework to distinguish these two diseases through an explainable machine learning (ML) model...
Evaluation of a deep learning model on coronary CT angiography for automatic stenosis detection.
Diagnostic and interventional imaging
Jan 26, 2022
PURPOSE: The purpose of this study was to evaluate a deep-learning model (DLM) for classifying coronary arteries on coronary computed tomography -angiography (CCTA) using the Coronary Artery Disease-Reporting and Data System (CAD-RADS).
Deep learning-based school attendance prediction for autistic students.
Scientific reports
Jan 26, 2022
Autism Spectrum Disorder is a neurodevelopmental disorder characterized by deficits in social communication and interaction as well as the presence of repetitive, restricted patterns of behavior, interests, or activities. Many autistic students exper...
Using deep learning to predict the outcome of live birth from more than 10,000 embryo data.
BMC pregnancy and childbirth
Jan 16, 2022
BACKGROUND: Recently, the combination of deep learning and time-lapse imaging provides an objective, standard and scientific solution for embryo selection. However, the reported studies were based on blastocyst formation or clinical pregnancy as the ...
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