Table 3 Results of the Cox proportional hazard (Cox PH) model applied on the normalized biological age acceleration η = (CABA)/CA for estimated biological ages.

From: Deep Learning using Convolutional LSTM estimates Biological Age from Physical Activity

  HR p-value
1D CNN7 1.05 (1.04, 1.07) 1.63E-11
DNN 1.07 (1.06, 1.09) 1.75E-19
CNN + LSTM (λ = 0.9) 1.05 (1.05, 1.08) 1.65E-11
ConvLSTM* (λ = 1) 1.06 (1.04, 1.07) 1.38E-14
ConvLSTM* (λ = 0) 1.07 (1.05, 1.08) 7.81E-17
ConvLSTM* (λ = 0.9) 1.05 (1.04, 1.07) 1.74E-11