| Hamdi Altaheri et al. (2023) [165]
|
✓ |
✓ |
✓ |
✓ |
X |
✓ |
X |
✓ |
✓ |
✓ |
classification of electroencephalogram |
| Rasheed et al. (2022) [166]
|
✓ |
X |
✓ |
✓ |
X |
✓ |
X |
X |
X |
X |
Providing comprehensive arguments about stabled and trusted areas of ML in healthcare |
| Kanika Goel et al. (2022) [167]
|
✓ |
X |
X |
X |
X |
X |
X |
X |
X |
✓ |
Diagnosing COVID-19 in an automated manner |
| Van der Velden et al. (2022) [168]
|
✓ |
✓ |
✓ |
X |
X |
X |
X |
X |
X |
✓ |
Analyzing medical image using explainable artificial intelligence |
| Matteo Chieregato et al. (2022)[169]
|
✓ |
X |
X |
X |
X |
X |
X |
X |
X |
X |
Supporting clinical decision with the help of hybrid model |
| Messina et al. (2022) [170]
|
✓ |
X |
X |
✓ |
X |
X |
✓ |
X |
X |
✓ |
Automatic report generation from medical image |
| Tharindu Fernando et al. (2021) [164]
|
✓ |
✓ |
✓ |
✓ |
X |
X |
X |
✓ |
X |
✓ |
medial anomaly detection. |
| Castiglioni et al. (2021)[171]
|
✓ |
✓ |
✓ |
✓ |
X |
✓ |
X |
X |
X |
✓ |
Contrast between ML and DL in medical imaging. |
| Shahab Shamshirband et al. (2021) [143]
|
✓ |
X |
✓ |
X |
X |
X |
X |
✓ |
X |
✓ |
Provide accuracy and applicability of DL model in healthcare solution |
| Wei Li et al. (2021) [172]
|
X |
X |
X |
X |
X |
X |
✓ |
X |
X |
X |
Induced big data analysis in smart healthcare |
| Laith Alzubaidi et al. (2021) [163]
|
✓ |
✓ |
✓ |
✓ |
✓ |
X |
X |
✓ |
✓ |
✓ |
Wide range of traditional application of DL |
| Yakub Kayode Saheed et al. (2021)[173]
|
X |
X |
✓ |
X |
X |
X |
X |
X |
X |
X |
Building efficient internet of medical thinks |
| Irene Y. Chen et al. (2021)[174]
|
X |
X |
X |
✓ |
X |
X |
X |
X |
X |
✓ |
Probabilistic ML model for Advanced healthcare |
| Khan Muhammad et al. (2020)[175]
|
✓ |
X |
X |
✓ |
X |
X |
X |
X |
X |
X |
Brain tumor stage detection for assisting radiologist accurately |
| Qayyum et al. (2020)[176]
|
✓ |
X |
✓ |
✓ |
X |
X |
X |
X |
X |
✓ |
Ensuring a squired state in clinical settings. |
| Astha Parihar et al. (2020)[177]
|
✓ |
X |
X |
✓ |
X |
X |
X |
X |
✓ |
X |
Examining the current situation of healthcare |
| akeshi Nakaura et al. (2020) [178]
|
✓ |
✓ |
✓ |
✓ |
X |
✓ |
X |
X |
X |
✓ |
Understanding radiology with ML and DL |
| Farman Ali et al. (2020) [179]
|
✓ |
✓ |
X |
X |
X |
X |
X |
✓ |
X |
X |
Heart Disease Prediction |
| Khansa Rasheed et al. (2020) [180]
|
✓ |
✓ |
✓ |
✓ |
X |
✓ |
✓ |
X |
X |
X |
Detection and prevention of Epileptic Seizures |
| Esteva et al. (2019) [181]
|
✓ |
X |
✓ |
X |
X |
✓ |
X |
X |
X |
X |
Applying computer vision in medical image processing. |
| Retson et al. (2019) [182]
|
✓ |
X |
X |
X |
X |
✓ |
X |
X |
X |
X |
Thoracic and Cardiovascular Imaging evaluation |
| Arwinder Dhillon et al. (2019)[183]
|
✓ |
✓ |
X |
X |
X |
✓ |
X |
✓ |
X |
✓ |
Analyzing different type of healthcare data |
| Luca Saba et al. (2019) [184]
|
✓ |
X |
✓ |
X |
✓ |
✓ |
X |
✓ |
X |
✓ |
DL applications in radiology |
