Table 15.
Top 20 most trending keywords Plus in the application of machine learning and deep learning in the healthcare sector
| Machine learning | ||||
|---|---|---|---|---|
| Item | Freq | Year_Q1 | Year_Med | Year_Q3 |
| Classification | 133 | 2018 | 2020 | 2020 |
| Prediction | 86 | 2019 | 2020 | 2021 |
| Risk | 62 | 2018 | 2020 | 2021 |
| Diagnosis | 57 | 2019 | 2020 | 2021 |
| Model | 56 | 2019 | 2020 | 2020 |
| Regression | 26 | 2019 | 2019 | 2020 |
| Segmentation | 18 | 2018 | 2019 | 2020 |
| Survival | 15 | 2018 | 2019 | 2020 |
| IOT | 13 | 2020 | 2021 | 2021 |
| Networks | 12 | 2017 | 2018 | 2020 |
| Dementia | 11 | 2018 | 2019 | 2020 |
| Therapy | 11 | 2018 | 2019 | 2020 |
| Alzheimer’s-Disease | 8 | 2016 | 2017 | 2018 |
| Records | 7 | 2014 | 2017 | 2020 |
| Classifiers | 7 | 2017 | 2018 | 2020 |
| Convolutional Neural-Network | 7 | 2020 | 2021 | 2021 |
| Admission | 6 | 2017 | 2018 | 2020 |
| Architecture | 6 | 2021 | 2021 | 2021 |
| Data Analytics | 6 | 2021 | 2021 | 2021 |
| Agreement | 5 | 2018 | 2018 | 2020 |
| Deep learning | ||||
| Neural-Networks | 138 | 2018 | 2019 | 2020 |
| Classification | 123 | 2019 | 2020 | 2021 |
| Model | 78 | 2019 | 2020 | 2020 |
| Algorithm | 59 | 2018 | 2019 | 2020 |
| Prediction | 54 | 2019 | 2020 | 2021 |
| Segmentation | 50 | 2019 | 2020 | 2021 |
| Convolutional Neural-Networks | 43 | 2019 | 2020 | 2021 |
| Features | 27 | 2018 | 2019 | 2020 |
| Representation | 15 | 2018 | 2019 | 2020 |
| Representations | 14 | 2018 | 2019 | 2019 |
| Automatic Segmentation | 6 | 2017 | 2018 | 2019 |
| Support Vector Machines | 6 | 2018 | 2018 | 2019 |
| Inverse Problems | 6 | 2020 | 2021 | 2021 |
| Object Detection | 6 | 2020 | 2021 | 2021 |
| Signals | 6 | 2021 | 2021 | 2021 |
| Belief Networks | 5 | 2014 | 2017 | 2018 |
| Secondary Structure | 5 | 2017 | 2017 | 2018 |
| Automated Detection | 5 | 2018 | 2018 | 2021 |
| Challenges | 5 | 2018 | 2018 | 2020 |
| Proteins | 5 | 2017 | 2018 | 2020 |
| Classifiers | 5 | 2020 | 2021 | 2021 |