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. 2023 Mar 31:1–29. Online ahead of print. doi: 10.1007/s11831-023-09915-y

Table 13.

Occurrence of top 20 most author’s keywords and Keyword plus

Machine learning
Author's Keywords Keyword plus
Keyword Occurrences Total Link Strength Keyword Occurrences Total Link Strength
Machine Learning 650 614 Classification 133 293
Artificial Intelligence 99 157 Prediction 82 181
Healthcare 81 150 Risk 58 112
Deep Learning 63 115 Diagnosis 57 122
Big Data 38 63 Model 54 126
Classification 38 61 Validation 50 126
Covid-19 34 65 Mortality 46 105
Internet Of Things 34 79 Models 42 75
Natural Language Processing 34 54 System 42 96
Prediction 33 49 Big Data 40 97
Electronic Health Records 24 30 Outcomes 38 109
Feature Selection 20 34 Internet 32 63
Random Forest 20 27 Management 32 67
Data Mining 19 31 Care 31 74
Feature Extraction 17 38 Disease 28 51
Medical Services 14 51 Healthcare 27 73
Predictive Models 14 39 Impact 27 58
Support Vector Machine 14 21 Regression 26 57
Electronic Health Record 13 26 Artificial-Intelligence 25 64
Predictive Analytics 13 18 Cancer 25 76
Deep learning
Deep Learning 944 762 Neural-Networks 138 176
Machine Learning 103 198 Classification 123 271
Artificial Intelligence 65 123 Model 78 177
Neural Networks 48 89 Algorithm 59 123
Convolutional Neural Network 43 64 Prediction 54 120
Convolutional Neural Networks 40 74 Segmentation 50 150
Classification 34 67 Convolutional Neural-Networks 43 102
Neural Network 33 63 Networks 43 31
Feature Extraction 29 62 Neural-Network 42 62
Training 29 75 Recognition 38 92
CNN 28 47 Images 37 95
Segmentation 27 53 Convolutional Neural-Network 33 81
LSTM 21 41 Framework 32 73
Computer Vision 20 37 Network 31 42
Big Data 19 45 Diagnosis 27 68
Survey 17 36 Features 27 71
Bioinformatics 16 33 System 27 46
Medical Imaging 15 32 Models 26 28
Image Recognition 14 22 Cancer 24 55
Object Detection 14 26 Reconstruction 24 45
Sentiment Analysis 14 32 Performance 20 49