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Justin Xu

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2019 · Sherry Ruan, Liwei Jiang, et al. · CHI Conference on Human Factors in Computing Systems · 156
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A benchmark of expert-level academic questions to assess AI capabilities
2026 · Long Phan, Alice Gatti, et al. · Nature · 64
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GREEN: Generative Radiology Report Evaluation and Error Notation
2024 · Sophie Ostmeier, Justin Xu, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 59
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A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
2024 · Chen, Zhihong, Varma, Maya, et al. · arXiv (Cornell University) · 26
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Identification of cardiac wall motion abnormalities in diverse populations by deep learning of the electrocardiogram
2025 · Albert J. Rogers, Neal K. Bhatia, et al. · npj Digital Medicine · 8
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Overview of the First Shared Task on Clinical Text Generation: RRG24 and “Discharge Me!”
2024 · Justin Xu, Zhihong Chen, et al. · Workshop on Biomedical Language Processing (BioNLP) · 6
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Automated Structured Radiology Report Generation
2025 · Jean-Benoit Delbrouck, Justin Xu, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 5
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MEDS — An Emerging Data Standard and Ecosystem for Health AI Research
2026 · Matthew B. A. McDermott, Ethan Steinberg, et al. · NEJM AI · 3
AnnoDash, a clinical terminology annotation dashboard
2023 · Justin Xu, Mjaye Mazwi, et al. · JAMIA Open · 3
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MEDS: Building Models and Tools in a Reproducible Health AI Ecosystem
2025 · Matthew B. A. McDermott, Justin Xu, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 2
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RadEval: A framework for radiology text evaluation
2025 · Justin Xu, Xi Zhang, et al. · Conference on Empirical Methods in Natural Language Processing: System Demonstrations (EMNLP) · 2
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Tree-of-Quote Prompting Improves Factuality and Attribution in Multi-Hop and Medical Reasoning
2025 · Justin Xu, Yiming Li, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 1
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CheXalign: Preference fine-tuning in chest X-ray interpretation models without human feedback
2024 · Hein, Dennis, Chen, Zhihong, et al. · arXiv (Cornell University) · 1
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Abstract 17420: Enhanced Identification of Cardiac Wall Motion Abnormalities: An Externally Validated Deep Neural Network Approach Outperforms Expert and Quantitative Analysis of Electrocardiograms
2023 · Albert J Rogers, neal bhatia, et al. · Circulation · 1
A Corpus of Biology Analogy Questions as a Challenge for Explainable AI
2022 · Vinay K. Chaudhri, Justin Xu, et al. · Educational communications and technology: issues and innovations · 1
Abstract 14738: Classification of Atrial Fibrillation by Deep Learning of Electrogram Shapes versus Rate and Regularity
2020 · Miguel Rodrigo, Albert J Rogers, et al. · Circulation · 1
Improving the performance of radiology report de-identification with large-scale training and benchmarking against cloud vendor methods
2026 · Eva Prakash, Maayane Attias, et al. · BMC Medical Informatics and Decision Making
CheXTemporal: A Dataset for Temporally-Grounded Reasoning in Chest Radiography
2026 · Prakash, Eva, Gao, Yunhe, et al. · arXiv (Cornell University)
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Less is More: last observations of vital signs can outperform time series for hospital mortality prediction
2026 · Zizheng Zhang, Jia Wei, et al. · medRxiv
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BDI at MEDIQA-EVAL 2026: A ReAct-Style Multimodal Agent for Fine-Grained Medical Response Assessment
2026 · Justin Xu, Zizheng Zhang, et al. · Language Resources and Evaluation Conference (LREC)
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A Reasoning-Enabled Vision-Language Foundation Model for Chest X-ray Interpretation
2026 · Zhang, Yabin, Wang, Chong, et al. · arXiv (Cornell University)
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A benchmark of expert-level academic questions to assess AI capabilities
2026 · Center for AI Safety, Phan, Long, et al. · RWTH Publications (RWTH Aachen)
Discharge Instructions are not One Task: Grounding Differences Between Surgical and Non-Surgical Admissions
2026 · Mayank Jobanputra, Justin Xu, et al.
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Post Hoc Agentic Refinement for Improving Precision in Multilingual Clinical Text De-identification
2026 · Justin Xu, Alistair Johnson, et al.
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MIMIC-IV MEDS: An ETL pipeline to extract MIMIC-IV data into the MEDS format
2025 · Matthew McDermott, Louise Durand--Janin, et al. · Zenodo (CERN European Organization for Nuclear Research)
Works count: 46
Citation count: 341
H-index: 6
I10-index: 4
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