In recent era, the learning of integrated Engineering and Medical fields are rapidly growing in the world. The workshop will expose a wide variety of the medical imaging in healthcare applications, medical image representation, Mental Health Services for Children with Learning Disorders, Diagnosing mental health at an earlier stage among the common population, Mental Health Challenges, medical image classification, Smart Health Care, machine learning architecture (i.e., neural networks architecture, activation functions, types of neural networks) and machine learning techniques. Further, it gives the knowledge of therapeutic and diagnostic products that will design and development for clinical psychology by the machine learning techniques to improve the quality of life. Additionally, this workshop will discuss theoretical and practical issues of machine learning in clinical psychology and suggest future research directions.