Machine learning algorithms to estimate 10-Year survival in patients with bone metastases due to prostate cancer: toward a disease-specific survival estimation tool

Authors: Ashley B. Anderson, Clare Grazal, Rikard Wedin, Claire Kuo, Yongmei Chen, Bryce R. Christensen, Jennifer Cullen, Jonathan A. Forsberg

Source: BMC Cancer, Vol 22, Iss 1, Pp 1-11 (2022)

Subject Terms: Bone metastasis, Machine learning, Oncology, PATHFx, Prostate cancer, Skeletal-related event, Neoplasms. Tumors. Oncology. Including cancer and carcinogens, RC254-282

File Description: electronic resource

Relation: https://doaj.org/toc/1471-2407

Access URL: https://doaj.org/article/e9f624ad8a0c4970b91c621811a0f343

Can a Bayesian belief network for survival prediction in patients with extremity metastases (PATHFx) be externally validated in an Asian cohort of 356 surgically treated patients?

Authors: Hsiang-Chieh Hsieh, Yi-Hsiang Lai, Chia-Che Lee, Hung-Kuan Yen, Ting-En Tseng, Jiun-Jen Yang, Shin-Yiing Ling, Ming-Hsiao Hu, Chun-Han Hou, Rong-Sen Yang, Rikard Wedin, Jonathan A Forsberg, Wei-Hsin Lin

Source: Acta Orthopaedica, Vol 93 (2022)

Subject Terms: Asian, External validation, Machine learning model, Oncology, PATHFx, Orthopedic surgery, RD701-811

File Description: electronic resource

Relation: https://actaorthop.org/actao/article/view/4545; https://doaj.org/toc/1745-3674; https://doaj.org/toc/1745-3682

Access URL: https://doaj.org/article/2a402f57e0464cffb7d5171d7b75b535