Chadaporn Keatmanee
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View article: Combining curriculum learning and weakly supervised attention for enhanced thyroid nodule assessment in ultrasound imaging
Combining curriculum learning and weakly supervised attention for enhanced thyroid nodule assessment in ultrasound imaging Open
These findings suggest that automated thyroid nodule assessment, supported by curriculum learning, has the potential to complement radiologists in clinical practice, enhancing diagnostic accuracy and aiding in more reliable malignancy dete…
View article: AI-Powered Evaluation of Dementia Severity Based on Clinical Data and Visual Scoring Systems (MTA,ERICA, GCA) from MRI
AI-Powered Evaluation of Dementia Severity Based on Clinical Data and Visual Scoring Systems (MTA,ERICA, GCA) from MRI Open
Dementia, particularly Alzheimer's disease (AD), is a growing concern in aging populations, with mild cognitive impairment (MCI) frequently progressing to AD. Current diagnostic methods rely on clinical assessments and MRI-based visual sco…
View article: Diagnostic performance of artificial intelligence in interpreting thyroid nodules on ultrasound images: a multicenter retrospective study
Diagnostic performance of artificial intelligence in interpreting thyroid nodules on ultrasound images: a multicenter retrospective study Open
The findings advocate for the integration of AI into clinical settings to enhance the diagnostic accuracy of radiologists in assessing thyroid nodules. The AI system, designed as a supportive tool rather than a replacement, promises to rev…
View article: Explainable Automated TI-RADS Evaluation of Thyroid Nodules
Explainable Automated TI-RADS Evaluation of Thyroid Nodules Open
A thyroid nodule, a common abnormal growth within the thyroid gland, is often identified through ultrasound imaging of the neck. These growths may be solid- or fluid-filled, and their treatment is influenced by factors such as size and loc…
View article: A Breast Cancer Contour Detection With Level Sets and SVM Model
A Breast Cancer Contour Detection With Level Sets and SVM Model Open
Level sets have been widely used to isolate features of breast tumors in ultrasound images. However, region-based methods always produce multiple contours. Since tumors are regularly undefined from the shadows and muscular regions in breas…
View article: Diagnostic Performance of Artificial Intelligence for Interpreting Thyroid Cancer in Ultrasound images
Diagnostic Performance of Artificial Intelligence for Interpreting Thyroid Cancer in Ultrasound images Open
Thyroid ultrasonography is mainly used for the detection and characterization of thyroid nodules. However, there is some limitation since the diagnostic performance remains highly subjective and depends on radiologist experiences. Therefor…
View article: Latest Update in Bone Age Assessment Model with Deep Learning
Latest Update in Bone Age Assessment Model with Deep Learning Open
Deep convolutional neural network (CNN) have performed remarkably well on medical image classification, including bone age assessment. The model is designed for evaluating the maturity of a child’s skeletal system using x-ray images. The o…
View article: Performance of Convolutional Neural Networks and Transfer Learning for Skeletal Bone Age Assessment
Performance of Convolutional Neural Networks and Transfer Learning for Skeletal Bone Age Assessment Open
OBJECTIVES: Bone age assessment is used by clinicians for estimating the maturity of a child’s skeletal system. Traditionally, physicians use template matching methods (GP and/or TW2). Time and accuracy of the evaluation rely on a physicia…
View article: Breast cancer detection by active contour models based on the fusion of a conventional ultrasound image with elasticity and doppler images
Breast cancer detection by active contour models based on the fusion of a conventional ultrasound image with elasticity and doppler images Open
Active contour models are an effcient method for breast cancer segmentation on an ultrasound (US) image. There are two types of active contour models, which are parametric active contours (snakes) and geometric or geodesic active contours …