A computer-implemented method for creating a radiation treatment plan for a given patient, the method comprising: receiving imaging data that includes a representation of an interior of a patient who is to receive radiation treatment; repeatedly performing a treatment planning process comprising: detecting at least one contour identifying one or more anatomical structures and at least one tumor volume represented by the imaging data; computing a set of dose treatment plans for the patient based on the at least one contour and a set of prior patient dose treatment plans; computing one or more recommended treatment results for the patient based on the at least one contour, a set of prior patient treatment results, and the set of prior patient dose treatment plans; and presenting in a user interface the set of recommended treatment results to a clinician for evaluation; characterized in that the method further comprises: receiving a user input via the user interface providing at least one modified contour; presenting in the user interface, in real-time as the user input is received, a modified set of recommended treatment results generated based on the at least one modified contour, wherein the treatment planning process is repeated until a selection is made by the clinician of one of the modified set of recommended treatment results; receiving the selection from the clinician of said recommended treatment result; and in response to a selection from the clinician, providing the selected recommended treatment result to a system for generating a treatment plan for the patient that achieves the selected recommended treatment result. receiving imaging data that includes a representation of an interior of a patient who is to receive radiation treatment; repeatedly performing a treatment planning process comprising: detecting at least one contour identifying one or more anatomical structures and at least one tumor volume represented by the imaging data; computing a set of dose treatment plans for the patient based on the at least one contour and a set of prior patient dose treatment plans; computing one or more recommended treatment results for the patient based on the at least one contour, a set of prior patient treatment results, and the set of prior patient dose treatment plans; and detecting at least one contour identifying one or more anatomical structures and at least one tumor volume represented by the imaging data; computing a set of dose treatment plans for the patient based on the at least one contour and a set of prior patient dose treatment plans; computing one or more recommended treatment results for the patient based on the at least one contour, a set of prior patient treatment results, and the set of prior patient dose treatment plans; and presenting in a user interface the set of recommended treatment results to a clinician for evaluation; characterized in that the method further comprises: receiving a user input via the user interface providing at least one modified contour; presenting in the user interface, in real-time as the user input is received, a modified set of recommended treatment results generated based on the at least one modified contour, wherein the treatment planning process is repeated until a selection is made by the clinician of one of the modified set of recommended treatment results; receiving the selection from the clinician of said recommended treatment result; and in response to a selection from the clinician, providing the selected recommended treatment result to a system for generating a treatment plan for the patient that achieves the selected recommended treatment result. receiving a user input via the user interface providing at least one modified contour; presenting in the user interface, in real-time as the user input is received, a modified set of recommended treatment results generated based on the at least one modified contour, wherein the treatment planning process is repeated until a selection is made by the clinician of one of the modified set of recommended treatment results; receiving the selection from the clinician of said recommended treatment result; and in response to a selection from the clinician, providing the selected recommended treatment result to a system for generating a treatment plan for the patient that achieves the selected recommended treatment result.