Image analysis method and device and computer readable medium

The invention discloses an image analysis method and device and a computer readable medium, and the method comprises the steps: carrying out the image feature extraction of a to-be-processed medical image through a deep learning model, carrying out the classification of whether the extracted image features are abnormal or not, and carrying out the recognition of the body parts, converting a determination result of whether the body part to which the image feature belongs is abnormal or not into an iconography meaning of medical iconography to obtain an iconography detection result of the body part to which the image feature belongs; and generating a diagnosis report of a preset template structure for a doctor seeing object corresponding to the medical image at least according to the imaging detection result. Therefore, the invention provides an automatic medical image analysis technology based on deep learning, the medical image can be rapidly and accurately analyzed, the idea that an image doctor writes a rep