Eric Chang
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Researcher
Also affiliated: Microsoft (United States) (2001–2023); Baylor College of Medicine (2013); Yale University (2020); Eon Corporation (United States) (2021); Institute for Advanced Reconstruction (2024); New York Institute of Technology (2025); Microsoft Research Asia (China) (2001–2023); Formosa Plastics (Taiwan) (2008); MIT Lincoln Laboratory (1990–2002); Nuance Communications (United States) (1997–2002); Pervasive Artificial Intelligence Research Labs (2024); Microsoft Research (United Kingdom) (2000–2023); Massachusetts Institute of Technology (1995); Carnegie Mellon University (2007–2014)
Faculty Researcher
Research Areas
Biomedical Subjects
Links
Biography and Research Information
OverviewAI-generated summary
Eric Chang's research centers on the application of artificial intelligence and machine learning techniques to medical data, particularly in the areas of medical imaging and electronic health records. He has investigated weakly supervised histopathology image segmentation using transformer-based multiple instance learning and self-attention mechanisms. His work also includes the development of large-scale image completion models using co-modulated generative adversarial networks.
Chang has contributed to the creation of datasets for multimodal question answering, such as the EHRXQA dataset, which integrates electronic health records with chest X-ray images. His research interests extend to pattern recognition and automated image processing, with a focus on applications in areas like brain structure segmentation. He also has publications related to family businesses and entrepreneurial studies.
With an h-index of 45 and over 7,140 citations across 137 publications, Chang is recognized as a highly cited researcher. He has collaborated with Chun Yeung, Jason M. Bourke, and Hayden Roberts at Arkansas State University on several projects.
Metrics
- h-index: 45
- Publications: 137
- Citations: 7,187
Selected Publications
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Psoas Quartus and Femoral Nerve Branching: A Case Report and Potential Clinical Implications (2025)
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Case Study 5: Pollo Campero—More Than Chicken in Overhead Bins (2024)
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Case Study 4: QCamel—Growing and Expanding (2024)
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Case Study 6: Marfrig and the Revolution Burger (2024)
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Case Study 1: Antigua Relojería: A Lauded Centenary Watchmaking Family Business (2024)
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Case Study 2: ESOF Savvy Entrepreneurial Family Firm: From the Local Market to the International Arena (2024)
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Succession and Family Businesses Longevity (2024)
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Case Study 3: Legacy and Transition—The Case of Batik Katura in Trusmi, Indonesia (2024)
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Conflict Management in Family Businesses (2024)
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Human Resource Management in Family Businesses (2024)
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Internationalization of Family Businesses (2024)
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Innovation in Family Businesses (2024)
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Strategic Management in the Family Businesses (2024)
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Governance in the Family Businesses (2024)
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Socioemotional Wealth in Family Businesses (2024)
Collaboration Network
Top Collaborators
- How a larger family business is different from a non-family one?
- Nature of Family Business
- Governance in the Family Businesses
- Innovation in Family Businesses
- Succession and Family Businesses Longevity
Showing 5 of 16 shared publications
- Nature of Family Business
- Governance in the Family Businesses
- Innovation in Family Businesses
- Succession and Family Businesses Longevity
- Socioemotional Wealth in Family Businesses
Showing 5 of 15 shared publications
- Nature of Family Business
- Governance in the Family Businesses
- Innovation in Family Businesses
- Succession and Family Businesses Longevity
- Socioemotional Wealth in Family Businesses
Showing 5 of 15 shared publications
- How a larger family business is different from a non-family one?
- The Influence of Activist Institutional Investors on Family Control of Publicly Traded Firms
- Psoas Quartus and Femoral Nerve Branching: A Case Report and Potential Clinical Implications
- Psoas Quartus and Femoral Nerve Branching: A Case Report and Potential Clinical Implications
- Psoas Quartus and Femoral Nerve Branching: A Case Report and Potential Clinical Implications
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