Lower limb venous thrombosis edema management system based on machine learning

Abstract

The invention discloses a machine learning-based lower limb venous thrombosis edema management system, which comprises a leg supporting module, a middle connecting module, an edema state monitoring module and a finger pressure relieving module, and is characterized in that the leg supporting module comprises an arc-shaped shank supporting plate, a binding bandage and a bottom supporting block; the arc-shaped shank supporting plate supports the shank part of the patient from the lower portion of the shank of the patient, the binding bandage surrounds the shank part of the patient and tightens and binds the shank part of the patient, and the two leg supporting modules support the shank of the patient for nursing; the plurality of edema state monitoring modules can collect edema state data of different monitoring areas of the shank part of a patient and upload the data to an external control end to provide data reference for medical staff, so that the medical staff can select a proper nursing mode before nursing; in the nursing process, medical staff can effectively distinguish whether the edema type of the patient is changed or not, and therefore the medical staff can change the nursing mode of the patient with the edema of the lower limbs in time.

Description

technical field [0001] The invention relates to the technical field of lower extremity edema patient management, in particular to a lower extremity venous thromboembolic edema management system based on machine learning. Background technique [0002] Lower extremity edema mainly occurs in the lower extremity of the patient. Clinically common lower extremity edema includes venous thromboedema of the lower extremity, as well as lymphedema. Both lymphedema and venous thromboembolic edema can cause swelling of the patient's lower extremity. During the nursing and treatment process, the medical staff mainly judge the nursing stage of the patient by observing the degree of swelling of the patient’s legs from the outside. During the nursing process, the edema of the patient may change, and the patient can only feel the swelling and pain of the lower limbs. , the medical staff only observe the swelling degree of the patient's leg from the outside, and cannot obtain the data of the s...

AI Technical Summary

Problems solved by technology

[0002] The lower extremity edema mainly occurs in the calf of the patient. The common clinical lower extremity edema is venous thromboedema of the lower extremities, as well as lymphedema. Lymphedema and venous thromboedema can both cause swelling of the patient's lower extremities. Medical staff will care for patients with lower extremity edema to improve patient During the nursing treatment process, the medical staff mainly judge the patient's nursing stage by observing the swelling degree of the patient's legs from the outside. During the nursing process, the patient's edema may change, and the patient can only feel the swelling and pain of the lower limbs. , the medical staff can only observe the swelling degree of the patient's legs from the outside and cannot obtain the data of the swelling of the patient's leg edema, and cannot effectively identify whether the patient's edema type has changed, so that it is impossible to change the nursing method in time, and it is also impossible to know The degree of nursing recovery of edema in different areas of the patient's leg, so that the medical staff cannot apply different degrees of care to different areas of the patient's leg

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