Impact in Artificial Intelligence in Healthcare and Education Explainable Artificial Intelligence (XAI) Machine Learning in Healthcare Machine Learning and Data Classification Anomaly Detection Techniques and Applications Papers in i Machine Learning in Healthcare 3 Explainable Artificial Intelligence (XAI) 2 Bayesian Modeling and Causal Inference 1 Healthcare Technology and Patient Monitoring 2 Hemodynamic Monitoring and Therapy 1 show more fields Overview Impact Hit Papers Peers Geography Research Space Co-Authors Works Gabriel Erion's Hit Papers From local explanations to global understanding with explainable AI for trees 2020 · 5.4k citations
5.4k 0 +2 +4 Years since publication 1000 2.0k 3.0k 4.0k 5.0k Peers Gabriel Erion
Comparison fields: 5 of 210 Health Informatics 132 Artificial Intelligence 1.2k Environmental Engineering 444 Health Information Management 107 Global and Planetary Change 442 Transportation 136 Health, Toxicology and Mutagenesis 240 Water Science and Technology 199 Atmospheric Science 249 Building and Construction 174 Computational Theory and Mathematics 196 Management Science and Operations Research 138 Safety, Risk, Reliability and Quality 88 Automotive Engineering 113 Civil and Structural Engineering 201 Radiology, Nuclear Medicine and Imaging 182 Industrial and Manufacturing Engineering 74 Biophysics 45 Renewable Energy, Sustainability and the Environment 124 Information Systems and Management 55 Signal Processing 85 Metals and Alloys 19 Materials Chemistry 336 Molecular Biology 429 Cardiology and Cardiovascular Medicine 124 Epidemiology 188 Management, Monitoring, Policy and Law 77 Mechanical Engineering 236 Computer Science Applications 36 Ecology 155 Analytical Chemistry 57 Ecological Modeling 25 Industrial and Manufacturing Engineering 62 Statistics and Probability 48 Economics and Econometrics 158 Safety Research 48 Medical Laboratory Technology 8 Computer Vision and Pattern Recognition 122 Pollution 64 Accounting 64 Ocean Engineering 86 Cognitive Neuroscience 102 Modeling and Simulation 24 Radiological and Ultrasound Technology 25 Nephrology 34 Experimental and Cognitive Psychology 67 Family Practice 8 Statistics, Probability and Uncertainty 35 Biomedical Engineering 213 Catalysis 34 Information Systems 116 Control and Systems Engineering 115 Finance 49 Critical Care and Intensive Care Medicine 20 Electrical and Electronic Engineering 266 Cancer Research 61 Marketing 42 Management Information Systems 42 Emergency Medicine 34 Nature and Landscape Conservation 53 Pulmonary and Respiratory Medicine 123 Process Chemistry and Technology 12 Inorganic Chemistry 57 Environmental Chemistry 40 Neurology 53 Infectious Diseases 66 Psychiatry and Mental health 51 Mechanics of Materials 94 Oceanography 45 Physical Therapy, Sports Therapy and Rehabilitation 15 Speech and Hearing 21 Computer Networks and Communications 84 Social Psychology 69 Applied Psychology 15 Soil Science 31 Microbiology 18 Software 13 Geriatrics and Gerontology 9 Orthopedics and Sports Medicine 22 Applied Microbiology and Biotechnology 5 Public Health, Environmental and Occupational Health 71 Oncology 67 Obstetrics and Gynecology 18 Statistical and Nonlinear Physics 33 Health 19 Endocrinology, Diabetes and Metabolism 38 Instrumentation 9 Media Technology 23 Physiology 59 Aerospace Engineering 61 Ceramics and Composites 14 Geochemistry and Petrology 14 Rehabilitation 14 Neurology 18 Gastroenterology 11 Complementary and alternative medicine 17 Biological Psychiatry 5 Plant Science 83 Management of Technology and Innovation 17 Clinical Biochemistry 14 Nuclear Energy and Engineering 1 Surgery 82 Genetics 56 General Economics, Econometrics and Finance 18 Human-Computer Interaction 12 Pediatrics, Perinatology and Child Health 33 Developmental Biology 4 Small Animals 13 Spectroscopy 30 Sociology and Political Science 83 Sensory Systems 8 Geophysics 22 Internal Medicine 5 Electrochemistry 10 Clinical Psychology 32 Energy Engineering and Power Technology 5 Otorhinolaryngology 6 Food Science 27 Molecular Medicine 7 Nuclear and High Energy Physics 19 Virology 6 Astronomy and Astrophysics 23 Strategy and Management 22 Demography 16 Emergency Medical Services 8 Hepatology 9 Polymers and Plastics 18 Ophthalmology 10 Anesthesiology and Pain Medicine 6 Transplantation 3 Computational Mechanics 26 Pharmacology 19 Biochemistry 7 Pharmacology 10 General Social Sciences 4 Aging 2 Electronic, Optical and Magnetic Materials 21 Organizational Behavior and Human Resource Management 12 Ecology, Evolution, Behavior and Systematics 22 Acoustics and Ultrasonics 1 Immunology 21 Pathology and Forensic Medicine 17 Radiation 9 Occupational Therapy 4 General Health Professions 23 Earth-Surface Processes 7 Agronomy and Crop Science 10 Dermatology 8 Hardware and Architecture 7 Nutrition and Dietetics 14 Cellular and Molecular Neuroscience 17 Communication 7 Genetics 9 Toxicology 3 General Energy 1 Behavioral Neuroscience 3 Reproductive Medicine 7 Insect Science 11 Animal Science and Zoology 9 Surfaces, Coatings and Films 6 Rheumatology 11 Endocrinology 4 Physical and Theoretical Chemistry 7 Biomaterials 10 Immunology and Allergy 4 Periodontics 3 Neuropsychology and Physiological Psychology 1 Pharmacy 3 Developmental and Educational Psychology 9 Organic Chemistry 20 Geology 4 Structural Biology 1 Hematology 7 Education 20 Endocrine and Autonomic Systems 4 Parasitology 4 Tourism, Leisure and Hospitality Management 1 Urology 3 Bioengineering 3 General Decision Sciences 1 Complementary and Manual Therapy 1 Cell Biology 8 Pharmaceutical Science 3 Atomic and Molecular Physics, and Optics 15 Business and International Management 1 Biotechnology 4 Condensed Matter Physics 5 Aquatic Science 3 Gender Studies 4 Human Factors and Ergonomics 1 Law 4 General Agricultural and Biological Sciences 3 Geography, Planning and Development 2 Fluid Flow and Transfer Processes 2 General Materials Science 1 Archeology 3 Political Science and International Relations 7 Computer Graphics and Computer-Aided Design 1 Orthodontics 1 Forestry 1 Physiology 1 History and Philosophy of Science 1 Visual Arts and Performing Arts 1 Philosophy 2 Urban Studies 1 Oral Surgery 1 Biochemistry 1 Paleontology 1 Geometry and Topology 1 Language and Linguistics 1
Health Informatics 132 Artificial Intelligence 1.2k Environmental Engineering 444 Health Information Management 107 Global and Planetary Change 442 Nisha Bansal United States
Jordan M. Prutkin United States
Alex J. DeGrave United States
Bala G. Nair United States
Scott Lundberg United States
Anne‐Laure Boulesteix Germany
This map shows the geographic impact of Gabriel Erion's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Gabriel Erion with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Gabriel Erion more than expected).
This network shows the impact of papers produced by Gabriel Erion. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Gabriel Erion. The network helps show where Gabriel Erion may publish in the future.
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Gabriel Erion links everyone, so they are left out of the graph.
About Gabriel Erion Gabriel Erion is a scholar working on Artificial Intelligence , Surgery , Infectious Diseases , Virology and Agronomy and Crop Science , having authored 5 papers that have together received 5.5k indexed citations. Recurring topics across this work include Machine Learning in Healthcare (3 papers), Healthcare Technology and Patient Monitoring (2 papers), Explainable Artificial Intelligence (XAI) (2 papers), HIV/AIDS Research and Interventions (1 paper), HIV Research and Treatment (1 paper), Bayesian Modeling and Causal Inference (1 paper), Quality and Safety in Healthcare (1 paper) and Hemodynamic Monitoring and Therapy (1 paper). The work is most often cited by research in Health Informatics (132 citations), Artificial Intelligence (1.2k citations), Environmental Engineering (444 citations), Health Information Management (107 citations) and Global and Planetary Change (442 citations). Gabriel Erion has collaborated with scholars based in United States , France and United Kingdom . Frequent co-authors include Su‐In Lee , Scott Lundberg , Hugh Chen , Jonathan Himmelfarb , Nisha Bansal , Ronit Katz , Alex J. DeGrave , Bala G. Nair , Jordan M. Prutkin and Joseph D. Janizek . Their work appears in journals such as PLoS ONE , Nature Biomedical Engineering , npj Digital Medicine and Nature Machine Intelligence .
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