Scarlett Miller
Dr. Miller's research has three main thrusts: ergonomic product design, design cognition, and human-computer interaction.
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Recent Publications
AI Judges in Design: Toward Expert-Equivalent Design Evaluations With Vision-Language Models and In-Context Learning
Edwards, K. M., Tehranchi, F., Miller, S. & Ahmed, F., Jul 1 2026, In: Journal of Mechanical Design. 148, 7, 071704.Research output: Contribution to journal › Article › peer-review
See more, detect more: investigating colonic inspection techniques and polyp detection using machine learning
Elsaadany, I. K., Motamedi, S., Wu, H. L. & Miller, S. R., 2026, (Accepted/In press) In: Surgical endoscopy.Research output: Contribution to journal › Article › peer-review
Generalizable deep sequence models for 4D trajectory prediction of tower crane loads
Kazemi, M. H., Hu, Y., Wu, Y., Messner, J. I. & Miller, S. R., Feb 2026, In: Automation in Construction. 182, 106696.Research output: Contribution to journal › Article › peer-review
From gaze to proficiency: deep learning-driven prediction of novice performance in laparoscopic training using AOI-dependent metrics
Khanfar, A. F., Motamedi, S., Safford, S. D., Moore, J., Menold, J. & Miller, S., Mar 2026, In: Surgical endoscopy. 40, 3, p. 1925-1940 16 p.Research output: Contribution to journal › Article › peer-review
Linking UI design to training effectiveness, efficiency, and satisfaction in central venous catheterization simulation
Knaf, A., Motamedi, S., Moore, J. Z., Adhikary, S. & Miller, S. R., Jun 2026, In: Human Factors in Healthcare. 9, 100118.Research output: Contribution to journal › Review article › peer-review
A Hybrid Sensor-Based Colonoscopy Training System for Real-Time Loop Detection and Force Feedback
Wu, H. L., Elsaadany, I., Miller, S. & Moore, J., Oct 1 2026, In: Journal of Medical Devices. 20, 5, 051012.Research output: Contribution to journal › Article › peer-review
Guided activity kits impact parents’ scaffolding of child STEM play
Bierman, K. L., Liben, L. S., Small, M., Connell, J., Heinrichs, B., Menold, J., Miller, S. & Mannweiler, M., Apr 2025, In: Learning and Instruction. 96, 102082.Research output: Contribution to journal › Article › peer-review
Polyp Detection in Colonoscopy Training: A Qualitative Analysis of Resident Challenges and Expert Strategies
Elsaadany, I. K., Motamedi, S., Moore, J. Z. & Miller, S. R., Sep 2025, In: Proceedings of the Human Factors and Ergonomics Society. 69, 1, p. 1716-1722 7 p.Research output: Contribution to journal › Conference article › peer-review
Bridging the gap in engineering creativity evaluations: Exploring novice eye-gaze behavior across design modalities
Ka, D. H., Motamedi, S., Ahmed, F., Tehranchi, F. & Miller, S. R., Aug 1 2025, In: Proceedings of the Design Society. 5, p. 781-790 10 p.Research output: Contribution to journal › Conference article › peer-review
Exploring Human and Language Model Alignment in Perceived Design Similarity Using Ordinal Embeddings
Keeler, M., Fuge, M. D., Peng, A. & Miller, S., Oct 1 2025, In: Journal of Mechanical Design. 147, 10, 101402.Research output: Contribution to journal › Article › peer-review
Visual attention and cognitive workload using different laparoscopic box trainers and mixed-reality feedback
Khanfar, A. F., Motamedi, S., Safford, S. D., Moore, J., Menold, J. & Miller, S., Aug 2025, In: Surgical endoscopy. 39, 8, p. 5057-5071 15 p.Research output: Contribution to journal › Article › peer-review
Enhancing Efficiency in Medical Simulations: The Impact of Objective Feedback on User Interface Design
Knaf, A., Motamedi, S., Moore, J. Z. & Miller, S. R., Sep 2025, In: Proceedings of the Human Factors and Ergonomics Society. 69, 1, p. 932-939 8 p.Research output: Contribution to journal › Conference article › peer-review
Malevolent Creativity as Parochial Altruism? Examining the Intergroup Bases of New and Harmful Ideas
Nguyen, T. L., d’Amato, A. L., Miller, S. R. & Hunter, S. T., 2025, In: Creativity Research Journal. 37, 1, p. 104-119 16 p.Research output: Contribution to journal › Article › peer-review
CAP: The creativity assessment platform for online testing and automated scoring
Patterson, J. D., Pronchick, J., Panchanadikar, R., Fuge, M., van Hell, J. G., Miller, S. R., Johnson, D. R. & Beaty, R. E., Sep 2025, In: Behavior Research Methods. 57, 9, 264.Research output: Contribution to journal › Article › peer-review
An Examination of Individual Attributes and their Impact on Team Creative Design Outputs
Peng, A., Hunter, S. & Miller, S. R., 2025, In: International Journal of Engineering Education. 41, 3, p. 598-615 18 p.Research output: Contribution to journal › Article › peer-review
