TY - JOUR AU - Zhang, Xinyuan AU - Wang, Shiqi AU - Liu, Jie AU - Tao, Cui PY - 2018 DA - 2018/07/23 TI - Towards improving diagnosis of skin diseases by combining deep neural network and human knowledge JO - BMC Medical Informatics and Decision Making SP - 59 VL - 18 IS - 2 AB - The emergence of the deep convolutional neural network (CNN) greatly improves the quality of computer-aided supporting systems. However, due to the challenges of generating reliable and timely results, clinical adoption of computer-aided diagnosis systems is still limited. Recent informatics research indicates that machine learning algorithms need to be combined with sufficient clinical expertise in order to achieve an optimal result. SN - 1472-6947 UR - https://doi.org/10.1186/s12911-018-0631-9 DO - 10.1186/s12911-018-0631-9 ID - Zhang2018 ER -