Concepedia

Development of a Ready-to-Use Graphical Tool Based on Artificial Neural Network Classification: Application for the Prediction of Late Fecal Incontinence After Prostate Cancer Radiation Therapy

M. Carrara, E. Massari, A. Cicchetti, T. Giandini, B. Avuzzi, F. Palorini, C. Stucchi, G. Fellin, P. Gabriele, V. Vavassori,

International Journal of Radiation Oncology*Biology*Physics · 2018 · 23 citations · 31 references

Concepts

MedicineOncologyUrologyClinical Decision SupportMachine LearningUrologic OncologyBowel Function AssessmentContinence AssessmentDeep LearningFecal IncontinenceNeural NetworksUrinary IncontinenceFecal Incontinence Severity AssessmentNeural Network ClassificationPost-prostatectomy Continence AssessmentPostoperative Fecal IncontinenceProstate Tumor ClassificationSevere Fecal IncontinenceSurgical Risk Prediction

References

31

Neural networks for pattern recognition

Choice Reviews Online · 1994 · 18.7K citations

Computing, Computer Science, Computer Vision +13

Unintended Consequences of Machine Learning in Medicine

Federico Cabitza, Raffaele Rasoini, Gian Franco Gensini · JAMA · 2017 · 983 citations

Medicine, Neurology, Otolaryngology +7

Segmentation of organs‐at‐risks in head and neck <scp>CT</scp> images using convolutional neural networks

Bulat Ibragimov, Lei Xing · Medical Physics · 2016 · 506 citations · Full text

Medicine, Radiation Oncology, Radiology +15

A Comparison of Machine Learning Methods for the Diagnosis of Pigmented Skin Lesions

Stephan Dreiseitl, Lucila Ohno‐Machado, Harald Kittler et al. · Journal of Biomedical Informatics · 2001 · 265 citations

Computing, Computer Science, Dermatology +14

Knowledge-based prediction of three-dimensional dose distributions for external beam radiotherapy

Satomi Shiraishi, Kevin L. Moore · Medical Physics · 2015 · 242 citations

Medicine, Oncology, Radiation Oncology +17