D. Janiak

Papers

Total Citations

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About

D. Janiak is a researcher focused on the intersection of assistive robotics, haptic interfaces, and neurorehabilitation. Their key contributions lie in developing intelligent decision support systems integrated with robotic haptic devices for therapeutic applications, particularly in pediatric motor skill development. Janiak’s most cited work, "Integration of an Intelligent Decision Support System and a Robotic Haptic Device for Eye-Hand Coordination Therapy" (2007, 8 citations), builds on earlier findings presented at ICORR 2005. This research demonstrated that haptic robotic therapy—using a robotic mapping from a haptic user interface to a virtual environment—can significantly improve eye-hand coordination in children with motor impairments. While their citation count reflects a niche but impactful area, Janiak’s work is notable for pioneering the combination of decision-support algorithms with physical human-robot interaction, offering a personalized, data-driven approach to therapy. This early integration of AI and robotics in rehabilitation has influenced subsequent studies on adaptive assistive technologies, making Janiak a contributor to the foundational work in haptic-based pediatric neurorehabilitation.