World's Best Scientists 2026 revealed!
Tanveer Syeda-Mahmood

Tanveer Syeda-Mahmood

D-Index & Metrics

Computer Science

D-Index
39
Citations
7772
World Ranking
9643
National Ranking
4084

Research.com Recognitions

  • 2020 - Fellow of the Indian National Academy of Engineering (INAE)
  • 2011 - IEEE Fellow For contributions to content-based image and video indexing and retrieval

Overview

Tanveer Syeda-Mahmood is affiliated with IBM in the United States and has contributed extensively to the fields of Medicine, Computer Science, and Biochemistry, Genetics and Molecular Biology. Their research spans multiple subfields, including Artificial Intelligence, Radiology, Nuclear Medicine and Imaging, Molecular Biology, Computer Vision and Pattern Recognition, and Biomedical Engineering.

Their work encompasses core topics such as Radiomics and Machine Learning in Medical Imaging, AI in cancer detection, COVID-19 diagnosis using AI, Biomedical Text Mining and Ontologies, Artificial Intelligence in Healthcare and Education, Radiology practices and education, and Tuberculosis Research and Epidemiology.

Tanveer Syeda-Mahmood has published papers in various respected venues, with frequent publications in arXiv (Cornell University), Journal of Clinical Oncology, npj Digital Medicine, Nature Medicine, and JAMA Network Open. Notable papers include:

  • Digital twins for health: a scoping review, 2024, npj Digital Medicine
  • Digital twins for predictive oncology will be a paradigm shift for precision cancer care, 2021, Nature Medicine
  • Comparison of Chest Radiograph Interpretations by Artificial Intelligence Algorithm vs Radiology Residents, 2020, JAMA Network Open
  • Exploring approaches for predictive cancer patient digital twins: Opportunities for collaboration and innovation, 2022, Frontiers in Digital Health
  • Multimodal Machine Learning in Image-Based and Clinical Biomedicine: Survey and Prospects, 2024, International Journal of Computer Vision

The scientist has collaborated frequently with colleagues such as Ken C. L. Wong, Hongzhi Wang, Satyananda Kashyap, Joy T. Wu, and Orest Boyko, with multiple co-authored publications.

Tanveer Syeda-Mahmood has authored books published by Springer Science+Business Media, including Ethical and Philosophical Issues in Medical Imaging, Multimodal Learning and Fusion Across Scales for Clinical Decision Support, and Topological Data Analysis for Biomedical Imaging (2022) and Multimodal Learning for Clinical Decision Support (2021).

Their contributions have been recognized with awards including Fellow of the Indian National Academy of Engineering (INAE) in 2020 and IEEE Fellow in 2011, the latter acknowledging contributions to content-based image and video indexing and retrieval.

Best Publications

  • Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support

    M. Jorge Cardoso;Tal Arbel;Gustavo Carneiro;Tanveer Syeda-Mahmood

  • Multimedia database for use over networks

    Tanveer F. Syeda-Mahmood

  • System for selecting multimedia databases over networks

    Tanveer F. Syeda-Mahmood

  • Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support : 4th International Workshop, DLMIA 2018, and 8th International Workshop, ML-CDS 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings

    Danail Stoyanov;Zeike Taylor;Gustavo Carneiro;Tanveer Syeda-Mahmood

  • 3D Segmentation with Exponential Logarithmic Loss for Highly Unbalanced Object Sizes

    Ken C. L. Wong;Mehdi Moradi;Hui Tang;Tanveer Syeda-Mahmood

  • View-invariant Alignment and Matching of Video Sequences

    Cen Rao;Alexei Gritai;Mubarak Shah;Tanveer Syeda-Mahmood

  • Semi-supervised learning with generative adversarial networks for chest X-ray classification with ability of data domain adaptation

    Ali Madani;Mehdi Moradi;Alexandros Karargyris;Tanveer Syeda-Mahmood

  • Digital twins for predictive oncology will be a paradigm shift for precision cancer care.

    Tina Hernandez-Boussard;Paul Macklin;Emily J Greenspan;Amy L Gryshuk

  • Chest x-ray generation and data augmentation for cardiovascular abnormality classification

    Ali Madani;Mehdi Moradi;Alexandros Karargyris;Tanveer F. Syeda-Mahmood

  • SEMAPLAN: combining planning with semantic matching to achieve web service composition

    Rama Akkiraju;Biplav Srivastava;Anca-Andreea Ivan;Richard Goodwin

  • Method and apparatus for locating multi-region objects in an image or video database

    Tanveer Fathima Syeda-Mahmood

  • Recognizing action events from multiple viewpoints

    T. Syeda-Mahmood;A. Vasilescu;S. Sethi

  • Comparison of Chest Radiograph Interpretations by Artificial Intelligence Algorithm vs Radiology Residents.

    Joy T. Wu;Ken C. L. Wong;Yaniv Gur;Nadeem Ansari

  • Learning video browsing behavior and its application in the generation of video previews

    Tanveer Syeda-Mahmood;Dulce Ponceleon

  • Searching service repositories by combining semantic and ontological matching

    T. Syeda-Mahmood;G. Shah;R. Akkiraju;A.-A. Ivan

  • Role of Big Data and Machine Learning in Diagnostic Decision Support in Radiology.

    Tanveer Syeda-Mahmood

  • System and method for inferring disease similarity by shape matching of ECG time series

    Tanveer F. Syeda-Mahmood;Fei Wang

  • Automated system for indexing graphical documents having associated text labels

    Tanveer F. Syeda-Mahmood

  • Efficient resource selection in distributed visual information systems

    Wendy Chang;Gholamhosein Sheikholeslami;Aidong Zhang;Tanveer F. Syeda-Mahmood

  • Method of indexing words in handwritten document images using image hash tables

    Tanveer F. Syeda-Mahmood

  • Method and apparatus for detecting query-driven topical events using textual phrases on foils as indication of topic

    Tanveer Syeda-Mahmood

Frequent Co-Authors

Arnon Amir
Arnon Amir IBM (United States)
Hayit Greenspan
Hayit Greenspan Tel Aviv University
Yu Cao
Yu Cao University of Minnesota
Guy M. Lohman
Guy M. Lohman IBM (United States)
Peter J. Haas
Peter J. Haas University of Massachusetts Amherst
Aidong Zhang
Aidong Zhang University of Virginia
Minh N. Do
Minh N. Do University of Illinois at Urbana-Champaign
Nassir Navab
Nassir Navab Technical University of Munich
Anant Madabhushi
Anant Madabhushi Emory University
Baba C. Vemuri
Baba C. Vemuri University of Florida

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