Kumar Pankaj

Machine Learning and Deep Learning for Medical Diagnosis: A Modality-Wise Review of Clinical Records, Biosignals and Medical Images

Machine learning now supports diagnosis in many clinical settings, from risk scores built on patient records to deep networks that read scans. The evidence, however, is split by data type. Studies on tabular records, biosignals and medical images use different models, different metrics and different validation practice...