Despite its advantages, bioimage analysis faces several challenges. These include the need for high-quality images, the complexity of biological tissues, and the requirement for sophisticated algorithms to accurately interpret the data. Additionally, there is a steep learning curve associated with the use of specialized software, and the integration of bioimage analysis into routine clinical practice can be resource-intensive.
