A human-computer collaboration for COVID-19 differentiation: combining a radiomics model with deep learning and human auditing

Melanoma detection with a deep learning model

Background: Skin cancer is one of the most common forms of cancer in the world and melanoma is the deadliest type of skin cancer. Both melanoma and melanocytic nevi begin in melanocytes (cells that produce melanin). However, melanocytic nevi are benign whereas melanoma is malignant. This work proposes a deep learning model for classification of these two lesions.    Methods: In this analytic s...

Radiomics and Deep Learning

POMDP Model Learning for Human Robot Collaboration

Recent years have seen human robot collaboration (HRC) quickly emerged as a hot research area at the intersection of control, robotics, and psychology. While most of the existing work in HRC focused on either low-level human-aware motion planning or HRC interface design, we are particularly interested in a formal design of HRC with respect to high-level complex missions, where it is of critical...

Model Formality in Human/Computer Collaboration

This paper describes a programming methodology called model-based programming which supports development of systems with complex activities accessing large volumes of data. This methodology utilizes multiple levels of data model formality providing some powerful features for systems that are built using this methodology. For example, unlike most traditional systems, information can be programme...

Designing a Model of Human Resources Training with Integrated Learning Approach in State Banking

Human resource studies seeks to investigate the factors affecting training and the impact of these trainings on the development of human learning in organizations, and in this field, it uses different methods. The complexity of the educational environment and others, the different dimensions of human resources training and the different conditions and influencing factors based on blended learni...