AIMC Topic: Pressure

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Predicting diabetic peripheral neuropathy through advanced plantar pressure analysis: a machine learning approach.

Scientific reports Jul 1, 2025
Diabetic foot Ulceration (DFU) is a severe complication of diabetic foot syndrome, often leading to amputation. In patients with neuropathy, ulcer formation is facilitated by elevated plantar tissue stress under insensate feet. This study presents a ...
Algorithms Pressure Middle Aged Foot Female Humans Diabetic Foot Diabetic Neuropathies Aged Machine Learning Male
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Preventing pressure ulcers by increasing pressure: An unorthodox alternating-pressure mattress.

Science robotics Jun 18, 2025
Despite the devastating effects of pressure ulcers (PUs), little is understood about how they can be prevented using alternating-pressure (AP) mattresses. Such mattresses typically aim to minimize the pressures imparted while alternating between diff...
Humans Pressure Ulcer Beds Equipment Design Pressure Robotics
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Integrated Intelligent Material Recognition and Information Exchange Platform Based on a Highly Sensitive Flexible Pressure Sensor and Electroluminescent Display.

ACS sensors Jun 11, 2025
Flexible pressure sensors have become a research hotspot in human-computer interaction and material recognition due to their flexibility and high sensitivity. However, the identified information relies on traditional displays and cannot be dynamicall...
Humans Equipment Design Pressure Neural Networks, Computer
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Effects of the lumbar support function of wearable robot (Bot Fit) on sitting position.

Biomedical engineering online Jun 5, 2025
BACKGROUND: Sedentary lifestyles can lead to musculoskeletal disorders, but proper sitting posture, particularly maintaining a slight anterior pelvic tilt, helps prevent issues like lower back pain and spinal misalignment. Samsung Electronics wearabl...
Lumbosacral Region Sitting Position Lumbar Vertebrae Pressure Male Middle Aged Posture Robotics Wearable Electronic Devices Female Humans Aged Adult
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Airbag-like Comb Flexible Pressure Sensor and Its Wearable Applications.

ACS applied materials & interfaces Jun 1, 2025
Flexible wearable devices demonstrate immense potential in healthcare and human-computer interaction, yet the development of high-performance flexible pressure sensors for these applications remains a pressing technical challenge. Inspired by the str...
Humans Air Bags Equipment Design Pressure Sign Language Machine Learning Wearable Electronic Devices
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Computational intelligence modeling and optimization of small molecule API solubility in supercritical solvent for production of drug nanoparticles.

Scientific reports Apr 28, 2025
Artificial Intelligence (AI) is applied in this research for the analysis of a novel green method for production of nanomedicine. The method is based on supercritical solvent for production of drug nanoparticles in which the AI was used to estimate t...
Temperature Nanoparticles Solubility Solvents Carbon Dioxide Artificial Intelligence Pressure Clobetasol
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Predicting ground reaction forces and center of pressures from kinematic data in crutch gait based on LSTM.

Medical engineering & physics Apr 8, 2025
Crutches are of extensive applications in the field of rehabilitation. Comprehensively analyzing the ground reaction forces (GRFs) on both crutches and feet can evaluate the patients' walking function recovery. Given more force platforms are needed i...
Mechanical Phenomena Crutches Gait Pressure Humans Neural Networks, Computer Adult Female Biomechanical Phenomena Male
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Parametric cushioning lattice insole based on finite element method and machine learning: A preliminary computational analysis.

Journal of biomechanics Apr 1, 2025
The cushioning performance of insole has always been a critical consideration in its design. While the development of intelligent methods and the emergence of additive manufacturing (AM) technology have enhanced design freedom and convenience, a stan...
Shoes Equipment Design Pressure Biomechanical Phenomena Finite Element Analysis Foot Orthoses Foot Humans Machine Learning Computer Simulation
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Layer-by-Layer Self-Assembled Honeycomb Structure Flexible Pressure Sensor Array for Gait Analysis and Motion Posture Recognition with the Assistance of the ResNet-50 Neural Network.

ACS sensors Mar 10, 2025
With the rapid emergence of flexible electronics, flexible pressure sensors are of importance in various fields. In this study, a dopamine-modified melamine sponge (MS) was used to prepare a honeycomb structure of carbon black (CB)/MXene-silicone rub...
Pressure Triazines Posture Gait Neural Networks, Computer Humans Wearable Electronic Devices
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A Comparative Study of Plantar Pressure and Inertial Sensors for Cross-Country Ski Classification Using Deep Learning.

Sensors (Basel, Switzerland) Feb 28, 2025
This work presents a comparative study of low cost and low invasiveness sensors (plantar pressure and inertial measurement units) for classifying cross-country skiing techniques. A dataset was created for symmetrical comparative analysis, with data c...
Foot Deep Learning Skiing Pressure Humans Accelerometry Biomechanical Phenomena
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