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Dmitry Goldgof

2 papers indexed

crossrefMachine Learning and Knowledge Extraction2026-03-19

A Review of Deep Learning Model Approach for Pain Assessment in Infant Cry Sounds

Anthony McCofie, Dmitry Goldgof, Jacqueline Hausmann, Peter R. Mouton, Yu Sun, Md Imran Hossain

Infant cries serve as a primary indicator of distress and pain; however, distinguishing pain-related cries from those triggered by other needs remains a challenging task, even for trained professionals. Timely and accurate pain assessment is essential for appropriate medical inte…

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crossrefBioengineering2024-04-28Cited by 4

Synergizing Deep Learning-Enabled Preprocessing and Human–AI Integration for Efficient Automatic Ground Truth Generation

Christopher Collazo, Ian Vargas, Brendon Cara, Carla J. Weinheimer, Ryan P. Grabau, Dmitry Goldgof, et al.

The progress of incorporating deep learning in the field of medical image interpretation has been greatly hindered due to the tremendous cost and time associated with generating ground truth for supervised machine learning, alongside concerns about the inconsistent quality of ima…

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