The invention provides a
drug dissolution prediction method and device and
electronic equipment, and the method comprises the steps: carrying out the
feature extraction of near
infrared spectrum data of a to-be-processed
drug, and obtaining a spectrum feature; a
machine learning model is utilized to predict the
dissolution rate of the effective components in the
medicine to be treated according to the spectral characteristics, and the
machine learning model is constructed by extracting the spectral characteristics of the effective components according to the near
infrared spectrum data of the sample
medicine and the
dissolution rates of the effective components in the sample
medicine at different moments. In the implementation process of the scheme, the dissolution rate of the effective components in the to-be-treated medicine is predicted through the constructed
machine learning model, the dissolution rate of the medicine can be obtained, the damage rate of a medicine sample is reduced, the method is suitable for detection of precious or special medicines, and through
feature extraction and the
machine learning model, the detection accuracy is improved. The requirements on complex equipment and medicine treatment are reduced, so that the dissolution rate of the medicine can be quickly predicted, and the detection efficiency is improved.