Lstm model

Lstm model has been studied in 1 paper since 2025: 1 observational study in people. The newest paper, Jul 1, 2025: “Automated Assessment Tests with Depth Sensors in Older Adults”.

Exposure

1 paper studies it1 findingUpdated

See all 1

“automated prediction of TUG timing using an LSTM model achieved an MSE accuracy of 94%.”
Automated Assessment Tests with Depth Sensors in Older AdultsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference2025doi:10.1109/embc58623.2025.11252802
  • 1 lab in 1 country
  • Humans1

What is Lstm model linked with?

1

Studies link Lstm model with 1 measure, most often Timed Up-and-Go (1 study).

Timed Up-and-Go

upin humans1+94% mse accuracy

1 study
  1. Lstm model predicts Timed Up-and-Go in humans (94% MSE accuracy).

    “automated prediction of TUG timing using an LSTM model achieved an MSE accuracy of 94%.”

    Human trialoutpatients at a long-term care facilityn = 17

    Automated Assessment Tests with Depth Sensors in Older Adults

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

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