ArticleTheranostics2021
Machine learning-assisted immune profiling stratifies peri-implantitis patients with unique microbial colonization and clinical outcomes.
Abstract read
In one paragraph
Article in Theranostics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers, 1 of them a synthesis that pooled it.
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0cells of the map it votes in
33citing papers in PubMed, 1 pooled it
–field-weighted citation impact
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
33 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Bibliometric analysis of the application of artificial intelligence techniques in bacteriology: a PRISMA-guided research agenda.Frontiers in microbiology · 2025Pooled it
- Comparison of decontamination efficacy of two electrolyte cleaning methods to diode laser, plasma, and air-abrasive devices.Clinical oral investigations · 2022Trial
- Regulatory T Cells in Peri-implant Diseases: Current Osteoimmunologic Perspectives and Translational Challenges.Tissue engineering and regenerative medicine · 2026Review
- Impact of OMICS Technologies in Our Understanding of the Pathogenesis of Peri-Implantitis.Clinical and experimental dental research · 2026Review
- Machine Learning-Based Transcriptomic Diagnosis of Periodontitis.International dental journal · 2026Article
- Predicting inter-microbial host specificity in oral biofilms using a lightweight relation-aware knowledge graph model.Frontiers in cellular and infection microbiology · 2026Article
- Artificial intelligence in periodontics and peri-implant medicine: from diagnosis to precision care.Frontiers in dental medicine · 2026Review
- Inflammatory Mediators in Peri-Implantitis: From Pathophysiology to Therapeutic Targets.Advances in experimental medicine and biology · 2026Review
- Machine learning-assisted prediction of clinical responses to periodontal treatment.Journal of periodontology · 2025Article
- Applications of Artificial Intelligence (AI) for Diagnosis of Periodontal/Peri-Implant Diseases: A Narrative Review.Journal of oral rehabilitation · 2025Review
- Macrophage Depletion Reduces Bone Loss and Alters Inflammatory Responses: A Mouse Peri-Implantitis Model.Journal of clinical periodontology · 2025Article
- Artificial Intelligence in Periodontology: The Past, the Present, the Future.Journal of periodontal research · 2025Article
- Artificial Intelligence-Related Dental Research: Bibliometric and Altmetric Analysis.International dental journal · 2025Article
- A scoping review of diagnostic techniques used for the detection of peri-implantitis around endosseous dental implants.Frontiers in dental medicine · 2025Review
- Peri-implant diseases triggered by oral microdysbiosis: pathogenesis and precision intervention strategies.Frontiers in microbiology · 2025Review
- Applications of Machine Learning in Periodontology and Implantology: A Comprehensive Review.Annals of biomedical engineering · 2024Review
- Exploring the Practical Applications of Artificial Intelligence, Deep Learning, and Machine Learning in Maxillofacial Surgery: A Comprehensive Analysis of Published Works.Bioengineering (Basel, Switzerland) · 2024Article
- The PocketPerio application significantly increases the accuracy of diagnosing periodontal conditions in didactic and chairside settings.Scientific reports · 2024Article
- Favorable subgingival plaque microbiome shifts are associated with clinical treatment for peri-implant diseases.NPJ biofilms and microbiomes · 2024Article
- The Peri-Implant Microbiome-A Possible Factor Determining the Success of Surgical Peri-Implantitis Treatment?Dentistry journal · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
12 authors.
Chin-Wei WangDepartment of Periodontics and Oral Medicine, the University of Michigan School of Dentistry, Ann Arbor, MI 48109.
Yuning HaoDepartment of Computational Mathematics, Science, and Engineering, Michigan State University, East Lansing, MI 48823.
Riccardo Di GianfilippoDepartment of Periodontics and Oral Medicine, the University of Michigan School of Dentistry, Ann Arbor, MI 48109.
James SugaiDepartment of Periodontics and Oral Medicine, the University of Michigan School of Dentistry, Ann Arbor, MI 48109.
Jiaqian LiDepartment of Periodontics and Oral Medicine, the University of Michigan School of Dentistry, Ann Arbor, MI 48109.
Wang GongDepartment of Periodontics and Oral Medicine, the University of Michigan School of Dentistry, Ann Arbor, MI 48109.
Kenneth S KornmanDepartment of Periodontics and Oral Medicine, the University of Michigan School of Dentistry, Ann Arbor, MI 48109.
Hom-Lay WangDepartment of Periodontics and Oral Medicine, the University of Michigan School of Dentistry, Ann Arbor, MI 48109.
Nobuhiko KamadaDivision of Gastroenterology and Hepatology, Department of Internal Medicine, the University of Michigan Medical School, Ann Arbor, MI 48105.
Yuying XieDepartment of Computational Mathematics, Science, and Engineering, Michigan State University, East Lansing, MI 48823.
William V GiannobileDepartment of Periodontics and Oral Medicine, the University of Michigan School of Dentistry, Ann Arbor, MI 48109.
Yu Leo LeiDepartment of Periodontics and Oral Medicine, the University of Michigan School of Dentistry, Ann Arbor, MI 48109.
Funding
Michigan-Pittsburgh-Wyss Resource Center: Supporting Regenerative Medicine in Dental, Oral and Craniofacial TechnologiesU24DE026915 · NIDCR · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI GIANNOBILE, WILLIAM V, KOHN, DAVID H. · 2017 to 2019
$11.7MRestoring the Immunogenicity of Head and Neck CancerR01DE026728 · NIDCR · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI Yu Leo Lei, James J. Moon · 2018 to 2026
$4.3MRobust Immuno-prevention Strategies for High-Risk Oral Epithelial DysplasiaU01DE029255 · NIDCR · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI BRENNER, JOHN CHADWICK, LEI, YU LEO · 2019 to 2021
$4.2MThe link between oral bacteria and gut diseaseR01DK119219 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI KAMADA, NOBUHIKO · 2019 to 2022
$1.6MPeriodontitis and extra-oral mucosal inflammationR21AI142047 · NIAID · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI KAMADA, NOBUHIKO · 2019 to 2020
$429kDevelopment of a Prognostic Compound Immunoscore for Head and Neck CancerR03DE027399 · NIDCR · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI LEI, YU LEO, XIE, YUYING · 2018 to 2019
$338kNIDCR NIH HHS R01 DE026728NIDCR NIH HHS R03 DE027399NIDCR NIH HHS U01 DE029255NIDCR NIH HHS U24 DE026915
Abstract
PubMed holds no abstract for this paper.
Indexed as
Machine LearningAlgorithmsB-LymphocytesCohort StudiesCytokinesFusobacterium nucleatumHumansImmunophenotypingMacrophagesMicrobiotaPeri-ImplantitisPrevotella intermediaRisk FactorsTh17 CellsTh1 CellsCytokinesclassificationFARDEEPimmune profilingmicrobiomeperi-implantitis
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LicenceCC BY
Read underepoch 390
Registered trials
None linked
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.