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Environmental Sciences

D-Index
37
Citations
5686
World Ranking
8877
National Ranking
3183

Overview

Robert F. Chen is affiliated with the University of Massachusetts Boston in the United States. Their primary field of study is Medicine, with a focus on interdisciplinary areas intersecting artificial intelligence and healthcare applications. The main research activities span across subfields such as Artificial Intelligence, Sociology and Political Science, Health Informatics, Radiology, Nuclear Medicine and Imaging, and Atmospheric Science.

Their work extensively covers topics including Artificial Intelligence in Healthcare and Education, Machine Learning in Healthcare, Radiomics and Machine Learning in Medical Imaging, Climate Change Communication and Perception, Environmental Education and Sustainability, Tropical and Extratropical Cyclones Research, and Coastal and Marine Dynamics.

Frequent publication venues for Robert F. Chen include:

  • PubMed
  • bioRxiv (Cold Spring Harbor Laboratory)
  • Limnology and Oceanography Bulletin
  • npj Digital Medicine
  • Climatic Change

Notable recent papers authored or co-authored by Robert F. Chen are:

  • Hidden flaws behind expert-level accuracy of multimodal GPT-4 vision in medicine, 2024, npj Digital Medicine
  • Integrated assessment of storm surge barrier systems under present and future climates and comparison to alternatives: a case study of Boston, USA, 2020, Climatic Change
  • Using transit advertising to improve public engagement with social issues, 2020, International Journal of Advertising
  • Machine learning for ovarian cancer: lasso regression-based predictive model of early mortality in patients with stage I and stage II ovarian cancer, 2020, bioRxiv (Cold Spring Harbor Laboratory)
  • Novel Telescope Anchoring Technique for Closure of Gigantic Coronary Fistulae Using 3-Dimensional Printing for Planning, 2022, JACC: Cardiovascular Interventions

Robert F. Chen collaborates frequently with several co-authors, including:

  • Qiao Jin
  • Fangyuan Chen
  • Ziyang Xu
  • Ronald M. Summers
  • Justin F. Rousseau

Their research contributions include studies on the application of machine learning techniques in healthcare, especially predictive modeling, as well as investigations into public engagement with social issues through media, and assessments of climate resilience infrastructure in urban settings. These diverse topics align with their interdisciplinary interests bridging medicine, artificial intelligence, and environmental sciences.

Best Publications

  • A major biopolymeric component to dissolved organic carbon in surface sea water

    Lihini I. Aluwihare;Daniel J. Repeta;Robert F. Chen

  • Distribution and partitioning of polycyclic aromatic hydrocarbons (PAHs) in different size fractions in sediments from Boston Harbor, United States.

    Xu-Chen Wang;Yi-Xian Zhang;Robert F. Chen

  • The fluorescence of dissolved organic matter in seawater

    Robert F Chen;Jeffrey L Bada

  • Properties of the Water Column and Bottom Derived from Airborne Visible Infrared Imaging Spectrometer (AVIRIS) Data

    Zhongping Lee;Kendall L. Carder;Robert F. Chen;Thomas G. Peacock

  • An intercomparison of cross-flow filtration techniques used for sampling marine colloids: Overview and organic carbon results

    K.O. Buesseler;J.E. Bauer;R.F. Chen;T.I. Eglinton

  • Carbon budget of tidal wetlands, estuaries, and shelf waters of Eastern North America

    R. G. Najjar;M. Herrmann;R. Alexander;E. W. Boyer

  • Sources and transport of dissolved and particulate organic carbon in the Mississippi River estuary and adjacent coastal waters of the northern Gulf of Mexico

    Xu-Chen Wang;Xu-Chen Wang;Robert F Chen;George B Gardner

  • Distribution of dissolved organic matter in the Pearl River Estuary, China

    Julie Callahan;Minhan Dai;Robert F Chen;Xiaolin Li

  • High-resolution measurements of chromophoric dissolved organic matter in the Mississippi and Atchafalaya River plume regions

    Robert F Chen;G.Bernard Gardner

  • Natural Variability of Surface Oceanographic Conditions in the Offshore Gulf of Mexico

    Frank E. Muller-Karger;Joseph P. Smith;Sandra Werner;Robert Chen

  • Chemical composition and cycling of dissolved organic matter in the Mid-Atlantic Bight

    Lihini I. Aluwihare;Daniel J. Repeta;Robert F. Chen

  • Caffeine in Boston Harbor seawater

    R. Siegener;R.F. Chen

  • Sources and preservation of organic matter in Plum Island salt marsh sediments (MA, USA): long-chain n-alkanes and stable carbon isotope compositions

    X.-C. Wang;X.-C. Wang;R.F. Chen;A. Berry

  • Bulge Formation of a Buoyant River Outflow

    Robert J. Chant;Scott M. Glenn;Elias Hunter;Josh Kohut

  • Chromophoric dissolved organic matter (CDOM) source characterization in the Louisiana Bight

    Robert F Chen;Paul Bissett;Paula Coble;Robyn Conmy

  • Estimation of chromophoric dissolved organic matter in the Mississippi and Atchafalaya river plume regions using above‐surface hyperspectral remote sensing

    Weining Zhu;Qian Yu;Yong Q. Tian;Robert F. Chen

  • Sources and transformations of chromophoric dissolved organic matter in the Neponset River Watershed

    Wei Huang;Robert F. Chen

  • Effects of cross-flow filtration on the absorption and fluorescence properties of seawater

    Kenneth Mopper;Zhiming Feng;Susan B. Bentjen;Robert F. Chen

  • Modifications of the local environment by natural marine hydrocarbon seeps

    Ira Leifer;Jordan F. Clark;Robert F. Chen

  • An assessment of Landsat-8 atmospheric correction schemes and remote sensing reflectance products in coral reefs and coastal turbid waters

    Jianwei Wei;Zhongping Lee;Rodrigo Garcia;Laura Zoffoli

  • Optical properties of colored dissolved organic matter in the Northern Gulf of Mexico

    Robyn N Conmy;Paula G Coble;Robert F Chen;G.Bernard Gardner

Frequent Co-Authors

Jeffrey L. Bada
Jeffrey L. Bada University of California, San Diego
Daniel J. Repeta
Daniel J. Repeta Woods Hole Oceanographic Institution
Joseph Krajcik
Joseph Krajcik Michigan State University
Mark A. Altabet
Mark A. Altabet University of Massachusetts Dartmouth
Zhongping Lee
Zhongping Lee University of Massachusetts Boston
Mark L. Wells
Mark L. Wells University of Maine
Thomas D. C. Little
Thomas D. C. Little Boston University
Kenneth Mopper
Kenneth Mopper Old Dominion University

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