Methods for predicting the outcome of radiation treatment are discussed. The correlation of tumour decrease during irradiation with recurrence-free survival is poor. A reliable method for predicting the long-term result of radiation therapy is urgently needed. Methods using flow cytometry, electron microscopy and positron emission tomography with short-lived radiopharmaceuticals are under investigation.