Research map: Automated readings of imaging reports by natural language processing (NLP) supplemented by clinical data predict disease course in children and adults with Crohn’s disease: report from the epi-IIRN

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  1. The Montreal classification of inflammatory bowel disease: controversies, consensus, and implications · Jack Satsangi · 2006 · 3217 citations · Cited by this paper
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  15. Evaluation of Crohn’s disease activity: Initial validation of a magnetic resonance enterography global score (MEGS) against faecal calprotectin · Jesica C. Makanyanga · 2013 · 133 citations · Cited by this paper
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  17. Predicting Outcomes in Pediatric Crohn’s Disease for Management Optimization: Systematic Review and Consensus Statements From the Pediatric Inflammatory Bowel Disease–Ahead Program · Amanda Ricciuto · 2020 · 113 citations · Cited by this paper
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  19. Development and validation of novel algorithms to identify patients with inflammatory bowel diseases in Israel: an epi-IIRN group study · M. Friedman · 2018 · 76 citations · Cited by this paper
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  21. Incidence of Bowel Surgery and Associated Risk Factors in Pediatric-Onset Crohnʼs Disease · Firas Rinawi · 2016 · 45 citations · Cited by this paper
  22. Monitoring Crohn’s disease during anti-TNF-α therapy: validation of the magnetic resonance enterography global score (MEGS) against a combined clinical reference standard · Davide Prezzi · 2015 · 42 citations · Cited by this paper
  23. Health Services Utilization, Specialist Care, and Time to Diagnosis with Inflammatory Bowel Disease in Immigrants to Ontario, Canada · Eric I. Benchimol · 2016 · 41 citations · Cited by this paper
  24. A Novel Radiomics Nomogram for the Prediction of Secondary Loss of Response to Infliximab in Crohn’s Disease · Yueying Chen · 2021 · 39 citations · Cited by this paper
  25. Integrating Radiomics With Clinicoradiological Scoring Can Predict High-Risk Patients Who Need Surgery in Crohn’s Disease: A Pilot Study · Prathyush V. Chirra · 2022 · 34 citations · Cited by this paper
  26. Diffusion-weighted magnetic resonance enterocolonography in predicting remission after anti-TNF induction therapy in Crohn's disease · Anthony Buisson · 2015 · 31 citations · Cited by this paper
  27. Complicated Disease and Response to Initial Therapy Predicts Early Surgery in Paediatric Crohn’s Disease: Results From the Porto Group GROWTH Study · Arie Levine · 2019 · 28 citations · Cited by this paper
  28. Early Indolent Course of Crohn’s Disease in Newly Diagnosed Patients Is Not Rare and Possibly Predictable · Henit A. Yanai · 2020 · 27 citations · Cited by this paper
  29. Patients With Stricturing or Penetrating Crohn’s Disease Phenotypes Report High Disease Burden and Treatment Needs · Yanni Fan · 2022 · 24 citations · Cited by this paper
  30. A Fixed Stricture on Routine Cross-sectional Imaging Predicts Disease-Related Complications and Adverse Outcomes in Patients with Crohnʼs Disease · Naueen Akbar Chaudhry · 2017 · 17 citations · Cited by this paper
  31. Existing Prediction Models of Disease Course in Paediatric Crohn’s Disease Are Poorly Replicated in a Prospective Inception Cohort · Ohad Atia · 2022 · 15 citations · Cited by this paper
  32. Validation of predictive models for disease outcomes in paediatric ulcerative colitis: A multicentre prospective inception cohort · Ohad Atia · 2023 · 14 citations · Cited by this paper
  33. Predictors of Complicated Disease Course in Adults and Children With Crohn’s Disease: A Nationwide Study from the epi-IIRN · Ohad Atia · 2024 · 12 citations · Cited by this paper
  34. MRI-Based Radiomic Signature Identifying Secondary Loss of Response to Infliximab in Crohn's Disease · Jing Feng · 2022 · 11 citations · Cited by this paper
  35. Correlation between imaging findings on outpatient MR enterography (MRE) in adult patients with Crohn disease and progression to surgery within 5 years · Bari R. Dane · 2022 · 11 citations · Cited by this paper
  36. Development of a Simple, Serum Biomarker-based Model Predictive of the Need for Early Biologic Therapy in Crohn’s Disease · Danny Con · 2020 · 9 citations · Cited by this paper
  37. A Real-World Prospective Cohort Study of Patients With Newly Diagnosed Crohn’s Disease Treated by a Multidisciplinary Team: 1-Year Outcomes · Henit A. Yanai · 2023 · 9 citations · Cited by this paper
  38. Leveraging Prompt-Learning for Structured Information Extraction from Crohn’s Disease Radiology Reports in a Low-Resource Language · Liam Hazan · 2024 · 2 citations · Cited by this paper

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