Publications by authors named "David Hua"

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Towards human-AI collaboration in radiology: a multidimensional evaluation of the acceptability of AI for chest radiograph analysis in supporting pulmonary tuberculosis diagnosis.
David Hua, Neysa Petrina, Alan J Sacks, Noel Young, Jin-Gun Cho

JAMIA Open· February 2025

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Almost Nobody Is Using ChatGPT to Write Academic Science Papers (Yet).
Heather Desaire, Madeline Isom, David Hua

Big Data Cogn Comput· October 2024

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Understanding the factors influencing acceptability of AI in medical imaging domains among healthcare professionals: A scoping review.
David Hua, Neysa Petrina, Noel Young, Jin-Gun Cho, Simon K Poon

Artif Intell Med· January 2024

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Accurately detecting AI text when ChatGPT is told to write like a chemist.
Heather Desaire, Aleesa E Chua, Min-Gyu Kim, David Hua

Cell Rep Phys Sci· November 2023

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Benchmarking the diagnostic test accuracy of certified AI products for screening pulmonary tuberculosis in digital chest radiographs: Preliminary evidence from a rapid review and meta-analysis.
David Hua, Khang Nguyen, Neysa Petrina, Noel Young, Jin-Gun Cho

Int J Med Inform· September 2023

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Distinguishing academic science writing from humans or ChatGPT with over 99% accuracy using off-the-shelf machine learning tools.
Heather Desaire, Aleesa E Chua, Madeline Isom, Romana Jarosova, David Hua

Cell Rep Phys Sci· June 2023

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Advances, obstacles, and opportunities for machine learning in proteomics.
Heather Desaire, Eden P Go, David Hua

Cell Rep Phys Sci· October 2022

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Improved Discrimination of Disease States Using Proteomics Data with the Updated Aristotle Classifier.
David Hua, Heather Desaire

J Proteome Res· May 2021

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The local-balanced model for improved machine learning outcomes on mass spectrometry data sets and other instrumental data.
Heather Desaire, Milani Wijeweera Patabandige, David Hua

Anal Bioanal Chem· March 2021

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How to Apply Supervised Machine Learning Tools to MS Imaging Files: Case Study with Cancer Spheroids Undergoing Treatment with the Monoclonal Antibody Cetuximab.
David Hua, Xin Liu, Eden P Go, Yijia Wang, Amanda B Hummon

J Am Soc Mass Spectrom· July 2020

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Adaption of the Aristotle Classifier for Accurately Identifying Highly Similar Bacteria Analyzed by MALDI-TOF MS.
Heather Desaire, David Hua

Anal Chem· January 2020

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The Aristotle Classifier: Using the Whole Glycomic Profile To Indicate a Disease State.
David Hua, Milani Wijeweera Patabandige, Eden P Go, Heather Desaire

Anal Chem· September 2019

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DecoyDeveloper: An On-Demand, De Novo Decoy Glycopeptide Generator.
Joshua T Shipman, Xiaomeng Su, David Hua, Heather Desaire

J Proteome Res· July 2019

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Dissecting the Dissociation Patterns of Fucosylated Glycopeptides Undergoing CID: A Case Study in Improving Automated Glycopeptide Analysis Scoring Algorithms.
Jude C Lakbub, Xiaomeng Su, David Hua, Eden P Go, Heather Desaire

Anal Methods· December 2017

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Two New Tools for Glycopeptide Analysis Researchers: A Glycopeptide Decoy Generator and a Large Data Set of Assigned CID Spectra of Glycopeptides.
Jude C Lakbub, Xiaomeng Su, Zhikai Zhu, Milani W Patabandige, David Hua

J Proteome Res· August 2017

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Glycosylation Benchmark Profile for HIV-1 Envelope Glycoprotein Production Based on Eleven Env Trimers.
Eden P Go, Haitao Ding, Shijian Zhang, Rajesh P Ringe, Nathan Nicely, David Hua

J Virol· May 2017

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Comparative Analysis of the Glycosylation Profiles of Membrane-Anchored HIV-1 Envelope Glycoprotein Trimers and Soluble gp140.
Eden P Go, Alon Herschhorn, Christopher Gu, Luis Castillo-Menendez, Shijian Zhang, David Hua, Hua-Xin Liao

J Virol· August 2015

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Glycosylation and disulfide bond analysis of transiently and stably expressed clade C HIV-1 gp140 trimers in 293T cells identifies disulfide heterogeneity present in both proteins and differences in O-linked glycosylation.
Eden P Go, David Hua, Heather Desaire

J Proteome Res· September 2014

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GlycoPep Detector: a tool for assigning mass spectrometry data of N-linked glycopeptides on the basis of their electron transfer dissociation spectra.
Zhikai Zhu, David Hua, Daniel F Clark, Eden P Go, Heather Desaire

Anal Chem· May 2013

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Characterization of host-cell line specific glycosylation profiles of early transmitted/founder HIV-1 gp120 envelope proteins.
Eden P Go, Hua-Xin Liao, S Munir Alam, David Hua, Barton F Haynes

J Proteome Res· March 2013

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GlycoPep grader: a web-based utility for assigning the composition of N-linked glycopeptides.
Carrie L Woodin, David Hua, Morgan Maxon, Kathryn R Rebecchi, Eden P Go

Anal Chem· June 2012

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Characterization of glycosylation profiles of HIV-1 transmitted/founder envelopes by mass spectrometry.
Eden P Go, Geetha Hewawasam, Hua-Xin Liao, Haiyan Chen, Li-Hua Ping, David C Hua

J Virol· August 2011

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