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39 results about "Low bone mass" patented technology

Osteopenia, now called low bone mass, is a term used to describe lower-than-normal bone density or thickness. Approximately 44 million adults in the United States have osteopenia.The condition is different than osteoporosis, which is a disease where normal bone structure becomes thinned out and porous. ... A T-score between -1 and -2.49 means that you have low bone mass. Those who have a T-score of -2.5 and lower have osteoporosis.

Vertebral body bone mineral density classification method based on image omics and deep learning feature fusion

The invention relates to the technical field of medical image segmentation and image classification, in particular to a centrum bone mineral density classification method based on radiomics and deep learning feature fusion, centrum under a CT image is divided into an osteoporosis group, a low bone mass group and a normal group, and the centrum bone mineral density classification method comprises the following steps: S1, establishing a centrum segmentation network based on CRF and attention guidance, and obtaining centrum cancellous bone masks L1 and L2; s2, deep learning feature extraction is performed on the feature map fused by the L1 and the L2 through GCAM-Net, and radiomics feature extraction is performed by using CT images and masks of the L1 and the L2; and S3, extracting an optimal feature set from the deep learning features by using a differential evolution algorithm, carrying out feature screening on the extracted radiomics features through an SVM-RFE method, finally carrying out feature fusion on the radiomics features and the deep learning features through a maximum correlation fusion algorithm, and carrying out classification by using a neural network. According to the technical scheme, deep learning features and radiomics features are combined, and the accuracy of bone mineral density classification is effectively improved.
Owner:NANTONG UNIVERSITY

Spirocyclic compounds as tryptophan hydroxylase inhibitors

The present invention is directed to spirocyclic compounds which are inhibitors of tryptophan hydroxylase (TPH), particularly isoform 1 (TPH1), that are useful in the treatment of diseases or disorders associated with peripheral serotonin including, for example, gastrointestinal, cardiovascular, pulmonary, inflammatory, metabolic, and low bone mass diseases, as well as serotonin syndrome, and cancer.
Owner:ALTAVANT SCI GMBH
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