Publications
12
Citations
76
Est. group size
~1
Recurring co-author estimate
Active years
19
Publishing since 2008
Ryan Gifford's work focuses on making artificial intelligence systems in healthcare more transparent, trustworthy, and well-integrated with human decision-making. His research includes explainable AI methods for tasks like seizure detection and time-series classification, as well as studies on how human-machine teams can better predict patient health decline and system performance in clinical settings.
Publication output has grown modestly over the last decade, rising from no recorded output in the late 2010s to a steady 1-3 papers per year since 2020, with a recent uptick in 2025.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- Locally-adaptive feature selection for nonconvulsive seizure detection
Biomedical Signal Processing and Control · 2025
- Cnn Trees for Explainable Time-Series Classification
SSRN Electronic Journal · 2025
- Impact of example-based XAI for neural networks on trust, understanding, and performance
International Journal of Human-Computer Studies · 2024
- Early Investments for Teaming Dividends: A Human-Centered Approach to a Patient Decompensation Prediction Algorithm
Proceedings of the International Symposium on Human Factors and Ergonomics in Health Care · 2024
- Predicting Graceful Extensibility of Human-Machine Systems: A New Analysis Method for Evaluating Extensibility Plots to Anticipate Distributed System Performance
Proceedings of the Human Factors and Ergonomics Society Annual Meeting · 2020
- The Need for Machine Fitness Assessment: Enabling Joint Human-Machine Performance in Consumer Health Technologies
Proceedings of the International Symposium on Human Factors and Ergonomics in Health Care · 2020
- Proceedings of the International Symposium on Human Factors and Ergonomics in Health Care×2
- International Journal of Human-Computer Studies×1
- Journal of Diabetes Science and Technology×1
- Biomedical Signal Processing and Control×1
- Proceedings of the Human Factors and Ergonomics Society Annual Meeting×1
- Sarthak Pati
Medicine · Indiana University
- Spyridon Bakas
Medicine · Indiana University
- Yury Velichko
Medicine · Indiana University
- Ujjwal Baid
Medicine · Indiana University
- Rakesh Shiradkar
Medicine · Indiana University
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 19, 2026.
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