UC6: Dataset for Recurrence Risk Prediction After Radiation Therapy

Short Description

This dataset includes a collection of patients who underwent radiation therapy, with/without biochemical relapse and with post-treatment (toxicity) data.

Description

The UC6: Dataset for Recurrence Risk Prediction After Radiation Therapy contains comprehensive data from patients who have undergone radiation therapy for prostate cancer. It includes both patients who experienced biochemical relapse and those who did not, as well as post-treatment data on therapy-induced toxicities. This dataset is designed to enable the development of predictive models that assess the likelihood of disease recurrence early in the post-treatment timeline. By integrating clinical, imaging, and toxicity-related information, the dataset facilitates the creation of AI tools that can inform personalized treatment planning. These tools aim to identify patients who are at higher risk of recurrence and may benefit from modified or intensified therapeutic approaches, while also helping to minimize adverse effects for those likely to respond well to standard radiation protocols. Clinically, the dataset provides a foundation for adaptive radiation therapy strategies that improve patient outcomes, reduce unnecessary side effects, and optimize healthcare resource utilization.

Details

Intended purpose

This dataset is intended to support the development of AI models for predicting recurrence risk and treatment response in prostate cancer patients treated with radiation therapy. It aims to help clinicians identify patients who may need early intervention or treatment adjustment, thereby personalizing therapy, improving survival, and minimizing treatment-related toxicities.

Series Types

ADC, DCE, DWI, OTHERS, T2

Modalities

MR

Cases

148

Subjects

148

Studies

148

Series

913

Manufacturers

GE Medical Systems, Philips, Siemens

Dataset Size

16.58 Gb 

Age low/med/high

49 / 72 / 88 years

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License

CC BY-NC-ND 4.0

Attribution- Non Commercial - No Derivatives | 4.0 International

 

Category: Tag:

Last modified

05/16/2025

Citation

The ProCAncer-I project. (n.d.). ProstateNET - A large archive of anonymized data on prostate cancer. ProstateNET. https://archive.prostatenet.eu