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This paper presents a dataset for vision-based autonomous Functional Movement Screen (FMS) collected from 45 human subjects of different ages (18-59 years old) executing the following movements: deep squat, hurdle step, in-line lunge, shoulder mobility, active straight raise, trunk stability push-up and rotary stability. Specifically, shoulder mobility was performed only once by different subjects, while the other movements were repeated for three episodes each. Each episode was saved as one record and was annotated from 0 to 3 by three FMS experts. The main strength of our database is twofold. One is the multimodal data provided, including color images, depth images, quaternions, 3D human skeleton joints and 2D pixel trajectories of 32 joints. The other is the multiview data collected from the two synchronized Azure Kinect sensors in front of and on the side of the subjects. Finally, our dataset contains a total of 1812 recordings, with 3624 episodes. The size of the dataset is 190 GB. This dataset provides the opportunity for automatic action quality evaluation of FMS.
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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8956653 | PMC |
http://dx.doi.org/10.1038/s41597-022-01188-7 | DOI Listing |
Int J Dev Biol
December 2024
Laboratory of Plasticity and Differentiation of Neural Crest Cells, Federal University of Santa Catarina, Florianopolis, Santa Catarina, Brazil.
The neural crest (NC) is an embryonic cell population with high migratory capacity. It contributes to forming several organs and tissues, such as the craniofacial skeleton and the peripheral nervous system of vertebrates. Both pre-migratory and post-migratory NC cells are plastic, adopting multiple differentiation paths by responding to different inductive environmental signals.
View Article and Find Full Text PDFAnn Ital Chir
December 2024
Department of General Surgery, Affiliated Hospital of Jiangsu University, 212001 Zhenjiang, Jiangsu, China.
Aim: Patients with gastric malignant tumors usually undergo surgical treatment when indicated. Surgical intervention causes significant trauma and can lead to considerable stress responses in patients. These patients experience increased malnutrition along with reduced immune function, which ultimately leads to the occurrence of postoperative complications.
View Article and Find Full Text PDFFront Immunol
December 2024
Trauma Research Center, Zhengzhou Central Hospital Affiliated to Zhengzhou University, Zhengzhou, China.
Background: Migrasomes are newly identified organelles on the retracting fibers of migrating cells, involved in releasing signaling molecules, expelling damaged mitochondria, and facilitating intercellular communication through phagocytosis. TSPAN4, a key regulator of migrasome formation, is a valuable marker for visualizing these organelles. However, its role in cancer remains unclear.
View Article and Find Full Text PDFFront Bioeng Biotechnol
December 2024
Department of Spine Surgery, The Affiliated Hospital of Qingdao University, Qindao, China.
Background: Lumbar degenerative diseases are an important factor in disability worldwide, and they are also common among the elderly population. Stand-Alone Oblique Lumbar Interbody Fusion (Stand-Alone OLIF) is a novel surgical approach for treating lumbar degenerative diseases. However, long-term follow-up after surgery has revealed the risk of endplate collapse associated with Stand-Alone OLIF procedures.
View Article and Find Full Text PDFPeerJ
December 2024
Wildtrust, Pietermaritzburg, KwaZulu-Natal, South Africa.
The spotted ragged-tooth shark, , is widely distributed in subtropical continental coastal seas. In South Africa, it is commonly found along the entire south and east coasts, including the iSimangaliso Wetland Park (IWP) in the far north, which is the largest Marine Protected Area on the South African coast. Pregnant females occur there for much of the year, with the largest aggregations in summer.
View Article and Find Full Text PDFEnter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!