Dmitry Goldgof

College of Engineering

United States

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Articles (11)

Year:

2025

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2024

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2024

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2024

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2024

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2024

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2023

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2022

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2021

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2021

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2021

Collaborators (4)

Peter Mouton

Director & Chief Scientific Officer

SRC Biosciences (Stereology Resource Center)

UNITED STATES

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Thao Ho

Assistant Professor

University of South Florida

UNITED STATES

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Stephanie Prescott

Assistant Professor

University of South Florida

UNITED STATES

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Michael McNItt-Gray

Professor

David Geffen School of Medicine at UCLA

UNITED STATES

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Dmitry Goldgof

Research Interests

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Articles (11)

Explainable AI for Medical Data: Current Methods, Limitations, and Future Directions

Accurate Neonatal Face Detection for Improved Pain Classification in the Challenging NICU Setting

Accurate Neonatal Face Detection for Improved Pain Classification in the Challenging NICU Setting

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

A Review of Nuclei Detection and Segmentation on Microscopy Images Using Deep Learning With Applications to Unbiased Stereology Counting

Repeatability of Fine-Tuning Large Language Models Illustrated Using QLoRA

Classifying Malignancy in Prostate Glandular Structures from Biopsy Scans with Deep Learning

A Comprehensive and Context-Sensitive Neonatal Pain Assessment Using Computer Vision

Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge

An adaptive digital stain separation method for deep learning-based automatic cell profile counts

Multimodal spatio-temporal deep learning approach for neonatal postoperative pain assessment

Collaborators (4)

Peter Mouton

Thao Ho

Stephanie Prescott

Michael McNItt-Gray

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