Artificial neural networks applied to outcome prediction for colorectal cancer patients in separate institutions
@article{Bottaci1997ArtificialNN, title={Artificial neural networks applied to outcome prediction for colorectal cancer patients in separate institutions}, author={L. Bottaci and P. Drew and J. Hartley and M. Hadfield and J. Monson}, journal={The Lancet}, year={1997}, volume={350}, pages={469-472} }
BACKGROUND
Artificial neural networks are computer programs that can be used to discover complex relations within data sets. They permit the recognition of patterns in complex biological data sets that cannot be detected with conventional linear statistical analysis. One such complex problem is the prediction of outcome for individual patients treated for colorectal cancer. Predictions of outcome in such patients have traditionally been based on population statistics. However, these predictions… Expand
185 Citations
Artificial neural networks for diagnosis and survival prediction in colon cancer
- Medicine, Biology
- Molecular Cancer
- 2005
- 157
Artificial neural networks--a method for prediction of survival following liver resection for colorectal cancer metastases.
- Medicine
- European journal of surgical oncology : the journal of the European Society of Surgical Oncology and the British Association of Surgical Oncology
- 2013
- 32
Artificial Neural Networks Applied to Survival Prediction in Breast Cancer
- Medicine
- Oncology
- 1999
- 134
- PDF
Artificial neural network for prediction of distant metastasis in colorectal cancer.
- Medicine
- Asian Pacific journal of cancer prevention : APJCP
- 2012
- 24
- PDF
Performance of Statistical and Neural Network Method for Prediction of Survival of Oral Cancer Patients
- Computer Science
- 2016
- PDF
Use of artificial neural networks to predict biological outcomes for patients receiving radical radiotherapy of the prostate.
- Medicine
- Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology
- 2004
- 79
Classification and diagnostic prediction of prostate cancer using gene expression and artificial neural networks
- Computer Science
- Neural Computing and Applications
- 2018
- 5
Prediction of 5–year overall survival in cervical cancer patients treated with radical hysterectomy using computational intelligence methods
- Computer Science, Medicine
- BMC Cancer
- 2017
- 21
Attribute Selection and Classification of Prostate Cancer Gene Expression Data Using Artificial Neural Networks
- Computer Science
- PAKDD Workshops
- 2016
- 8
Machine learning applications in cancer prognosis and prediction
- Computer Science, Medicine
- Computational and structural biotechnology journal
- 2015
- 1,044
- PDF
References
SHOWING 1-10 OF 28 REFERENCES
Predicting Outcomes After Liver Transplantation A Connectionist Approach
- Medicine
- Annals of surgery
- 1994
- 96
A technique for using neural network analysis to perform survival analysis of censored data.
- Computer Science, Medicine
- Cancer letters
- 1994
- 53
A Neural Network Trained to Identify the Presence of Myocardial Infarction Bases Some Decisions on Clinical Associations That Differ from Accepted Clinical Teaching
- Medicine
- Medical decision making : an international journal of the Society for Medical Decision Making
- 1994
- 34
Application of the fuzzy ARTMAP neural network model to medical pattern classification tasks
- Computer Science, Medicine
- Artif. Intell. Medicine
- 1996
- 68
- PDF
Treatment decisions in axillary node-negative breast cancer patients.
- Medicine
- Journal of the National Cancer Institute. Monographs
- 1992
- 40
Use of an artificial neural network for the diagnosis of myocardial infarction.
- Medicine
- Annals of internal medicine
- 1991
- 431