Enhancing Patient Outcome Prediction Through Deep Learning With Sequential Diagnosis Codes From Structured Electronic Health Record Data: Systematic Review

Tuankasfee Hama   ¹ , MD ;   Mohanad M Alsaleh   ^{1, 2} , MSc ;   Freya Allery   ¹ , MSc ;   Jung Won Choi   ¹ , PhD ;   Christopher Tomlinson   ¹ , MBBS ;   Honghan Wu   ¹ , Prof Dr ;   Alvina Lai   ¹ , PhD ;   Nikolas Pontikos   ³ , PhD ;   Johan H Thygesen   ¹ , PhD

¹ Institute of Health Informatics, University College London, London, United Kingdom

² Department of Health Informatics, College of Applied Medical Sciences, Qassim University, Buraydah, Saudi Arabia

³ UCL Institute of Ophthalmology, University College London, London, United Kingdom