Artificial neural networks applied to outcome prediction for colorectal cancer patients in separate institutions

Learning representations by back-propagating errors

1986 • 25,825 citations

Neural networks for pattern recognition

1994 • 19,343 citations

Parallel Distributed Processing: Explorations in the Microstructure of Cognition: Foundations

1986 • 15,232 citations

Statistics Notes: Diagnostic tests 2: predictive values

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Layered Neural Networks with Gaussian Hidden Units as Universal Approximations

1990 • 786 citations

Parallel Distributed Processing: Explorations in the Microstructures of Cognition

1987 • 716 citations

Understanding Nonlinear Dynamics

1996 • 702 citations

A NEW PROGNOSTIC CLASSIFICATION OF RECTAL CANCER

1987 • 695 citations

Application of artificial neural networks to clinical medicine

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Introduction to neural networks

1995 • 618 citations

Understanding Nonlinear Dynamics

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Use of an Artificial Neural Network for the Diagnosis of Myocardial Infarction

1991 • 476 citations

Readings in Medical Artificial Intelligence: The First Decade.

1984 • 272 citations

Pathologic determinants of survival associated with colorectal cancer with lymph node metastases. A multivariate analysis of 579 patients

1994 • 245 citations

Bayesian Methods for Backpropagation Networks

1996 • 221 citations

Models of Neural Networks III

1996 • 148 citations

A practical application of neural network analysis for predicting outcome of individual breast cancer patients

1992 • 146 citations

Predicting Outcomes After Liver Transplantation A Connectionist Approach

1994 • 101 citations

A demonstration that breast cancer recurrence can be predicted by Neural Network analysis

1992 • 85 citations

Computer-aided Diagnosis: Description of an Adaptable System, and Operational Experience with 2,034 Cases

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Dukes' classification revisited. Findings from the national surgical adjuvant breast and bowel projects (protocol r‐01)

1989 • 71 citations

Application of the fuzzy ARTMAP neural network model to medical pattern classification tasks

1996 • 66 citations

Dukes' classification revisited. Findings from the national surgical adjuvant breast and bowel projects (protocol r-01)

1989 • 63 citations

I. Present Concepts of the Meaning and Limitations of Medical Diagnosis

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A technique for using neural network analysis to perform survival analysis of censored data

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Mathematical methods in medical diagnosis

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Survival analysis of censored data: Neural network analysis detection of complex interactions between variables

1994 • 45 citations

Prognostic factors: Rationale and methods of analysis and integration

1994 • 36 citations

A Neural Network Trained to Identify the Presence of Myocardial Infarction Bases Some Decisions on Clinical Associations That Differ from Accepted Clinical Teaching

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Mathematical models in medical diagnosis.

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III. Diagnosis in the Future, Including a Critique on the Use of Electronic Computers as Diagnostic Aids to the Physician

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Rule Extraction, Fuzzy ARTMAP, and Medical Databases

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Explanation by General Rules Extracted From trained Multi-Layer Perceptrons

1996 • 1 citations