Taking a PEEK into YOLOv5 for Satellite Component Recognition via Entropy-based Visual Explanations. - Mackenzie J. Meni; Trupti Mahendrakar; Olivia D. M. Raney; Ryan T. White; Michael L. Mayo; Kevin Pilkiewicz (CoRR, 2023)

Entropy-based guidance of deep neural networks for accelerated convergence and improved performance. - Mackenzie J. Meni; Ryan T. White; Michael L. Mayo; Kevin R. Pilkiewicz (Inf. Sci., 2024)

Probabilistic Explanations for Entropic Knowledge Extraction for Automated Satellite Component Detection. - Mackenzie J. Meni; Trupti Mahendrakar; Olivia D. M. Raney; Ryan T. White; Michael L. Mayo; Kevin R. Pilkiewicz (J. Aerosp. Inf. Syst., 2025)

Validation of the MySurgeryRisk Algorithm for Predicting Complications and Death after Major Surgery: A Retrospective Multicenter Study Using OneFlorida Data Trust. - Yuanfang Ren; Esra Adiyeke; Ziyuan Guan; Zhenhong Hu; Mackenzie J. Meni; Benjamin Shickel; Parisa Rashidi; Tezcan Ozrazgat-Baslanti; Azra Bihorac (CoRR, 2025)