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Summary of each included studies.

Journal: PLOS ONE

Article Title: Deep learning for detection of age-related macular degeneration: A systematic review and meta-analysis of diagnostic test accuracy studies

doi: 10.1371/journal.pone.0284060

Figure Lengend Snippet: Summary of each included studies.

Article Snippet: Mathews et al [ ] used a 11-layer lightweight CNN to classify 75 OCT images from Duke and Mendeley datasets (3 classes including AMD, DME, and normal) for AMD identifying with a sensitivity of 100% and a specificity of 100%.

Techniques: Membrane, Biomarker Discovery, Transmission Assay, Diagnostic Assay

Literature reviews using ECG for detection of normal, MI, CAD, and CHF.

Journal: Sensors (Basel, Switzerland)

Article Title: A Robust Multilevel DWT Densely Network for Cardiovascular Disease Classification

doi: 10.3390/s20174777

Figure Lengend Snippet: Literature reviews using ECG for detection of normal, MI, CAD, and CHF.

Article Snippet: Acharya et al., (2017) [ ] , PTB diagnostic ECG database , 11-layer CNN (Softmax) , ACC = 95.22% , , .

Techniques: Extraction, Diagnostic Assay, Blocking Assay