Nhat-Tan Bui Source Confirmed

Affiliation confirmed via AI analysis of OpenAlex, ORCID, and web sources.

Researcher

University of Arkansas at Fayetteville

faculty

7 h-index 21 pubs 235 cited

Research Areas

Advanced Neural Network Applications Medical Imaging Techniques and Applications AI in cancer detection Cardiovascular Function and Risk Factors Topic Modeling

Links

ORCID Lab Website Research Group

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OverviewAI-generated summary

Nhat-Tan Bui's research focuses on the development and application of advanced neural network architectures for medical image analysis. His recent work includes the creation of MEGANet, a multi-scale edge-guided attention network designed for polyp segmentation, and SAM3D, which adapts the Segment Anything Model for volumetric medical images. Bui has also investigated positional embedding features for polyp segmentation, as seen in PEFNet and a ConvNeXt-based approach. His research extends to real-time anomaly detection in electrocardiogram (ECG) data using the TSRNET framework. Bui collaborates with researchers at the University of Arkansas at Fayetteville, including Trong Thang Pham, Ngoc-Vuong Ho, and Thinh Phan. He has published 21 papers, accumulating 235 citations and an h-index of 7.

Metrics

  • h-index: 7
  • Publications: 21
  • Citations: 235

Selected Publications

  • NeIn: Telling What You Don't Want (2025) DOI
  • FG-CXR: A Radiologist-Aligned Gaze Dataset for Enhancing Interpretability in Chest X-Ray Report Generation (2024) DOI
  • PGDS: Pose-Guidance Deep Supervision for Mitigating Clothes-Changing in Person Re-Identification (2024) DOI
  • MEGANet: Multi-Scale Edge-Guided Attention Network for Weak Boundary Polyp Segmentation (2024) DOI

Collaborators

Researchers in the database who share publications

Trong Thang Pham University of Arkansas at Fayetteville 3 shared publications Ngoc-Vuong Ho University of Arkansas at Fayetteville 2 shared publications Thinh Phan University of Arkansas at Fayetteville 2 shared publications E. B. Kegley University of Arkansas at Fayetteville 1 shared publication Jeremy G Powell University of Arkansas at Fayetteville 1 shared publication

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