A survey: From shallow to deep machine learning approaches for blood pressure estimation using biosensors

•Artificial intelligence-based blood pressure estimation research using photoplethysmography (PPG) with their outcomes and significant findings.•A concise comparison of studies related to ECG and PPG.•Traditional features extraction techniques from PPG signals.•Experimental analysis for comparison of traditional features extraction techniques using PPG signals.•Future prospective and critical Implications.