Research map: Refined risk stratification with O-RADS ultrasound v2022: Diagnostic performance compared with v2019 and the ADNEX model

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Papers in this map

  1. Simple ultrasound‐based rules for the diagnosis of ovarian cancer · Dirk Timmerman · 2008 · 615 citations · Cited by this paper
  2. Construction and clinical validation of a cascaded deep learning system for classification of benign and malignant solid small renal masses based on MRI · 2026 · Related
  3. Evaluating the risk of ovarian cancer before surgery using the ADNEX model to differentiate between benign, borderline, early and advanced stage invasive, and secondary metastatic tumours: prospective multicentre diagnostic study · Ben Van Calster · 2014 · 515 citations · Cited by this paper
  4. Evaluating the Google CT Foundation model for central pulmonary embolism detection on computed tomography pulmonary angiograms · 2026 · Related
  5. O-RADS US Risk Stratification and Management System: A Consensus Guideline from the ACR Ovarian-Adnexal Reporting and Data System Committee · Rochelle F. Andreotti · 2019 · 508 citations · Cited by this paper
  6. First-in-human pilot study of a robotic-assisted system for image-guided trans-thoracic lung biopsy: Clinical feasibility and exploratory post-hoc AI trajectory analysis · 2026 · Related
  7. Logistic Regression Model to Distinguish Between the Benign and Malignant Adnexal Mass Before Surgery: A Multicenter Study by the International Ovarian Tumor Analysis Group · Dirk Timmerman · 2005 · 484 citations · Cited by this paper
  8. Reproducibility and discriminative power of MRI liver radiomics: Impact of deep learning-based image reconstruction · 2026 · Related
  9. Predicting the risk of malignancy in adnexal masses based on the Simple Rules from the International Ovarian Tumor Analysis group · Dirk Timmerman · 2016 · 336 citations · Cited by this paper
  10. gBOLD-CSF coupling as a noninvasive predictor of cognitive recovery after shunt surgery in Idiopathic normal pressure hydrocephalus · 2026 · Related
  11. Risk scores to guide referral decisions for people with suspected ovarian cancer in secondary care: a systematic review and cost-effectiveness analysis · Marie E. Westwood · 2018 · 163 citations · Cited by this paper
  12. The non-zero-calcification-risk multi-ethnic study of atherosclerosis score correlates with extent of coronary calcification as well as coronary artery disease · 2026 · Related
  13. Deep Learning Prediction of Ovarian Malignancy at US Compared with O-RADS and Expert Assessment · Hui Chen · 2022 · 115 citations · Cited by this paper
  14. Feasibility of early detection of left ventricular diastolic dysfunction in hypertensive patients using four-dimensional flow cardiac magnetic resonance · 2026 · Related
  15. Validation of American College of Radiology Ovarian-Adnexal Reporting and Data System Ultrasound (O-RADS US): Analysis on 1054 adnexal masses · Lan Cao · 2021 · 111 citations · Cited by this paper
  16. Comparative diagnostic performance of ultrasound and magnetic resonance imaging for predicting microvascular invasion in hepatocellular carcinoma: a head-to-head meta-analysis · 2026 · Related
  17. O-RADS US v2022: An Update from the American College of Radiology’s Ovarian-Adnexal Reporting and Data System US Committee · Lori M. Strachowski · 2023 · 111 citations · Cited by this paper
  18. RECIST 1.1 and PERCIST for response assessment in metastatic breast cancer: feasibility and agreement in a real‑world retrospective cohort study · 2026 · Related
  19. The World Ovarian Cancer Coalition Every Woman Study: identifying challenges and opportunities to improve survival and quality of life · Frances Reid · 2020 · 99 citations · Cited by this paper
  20. An MRI-Based classification of osteonecrosis of the femoral head based on the spatial relationship between the epiphyseal line and osteonecrotic boundary · 2026 · Related
  21. Gynecologic Imaging Reporting and Data System · F. Amor · 2009 · 98 citations · Cited by this paper
  22. External Validation of O-RADS US Risk Stratification and Management System · Kalesha Hack · 2022 · 82 citations · Cited by this paper
  23. Diagnostic Performance of the Ovarian-Adnexal Reporting and Data System (O-RADS) Ultrasound Risk Score in Women in the United States · Priyanka Jha · 2022 · 70 citations · Cited by this paper
  24. Simple Adnexal Cysts: SRU Consensus Conference Update on Follow-up and Reporting · Deborah Levine · 2019 · 69 citations · Cited by this paper
  25. Benign descriptors and ADNEX in two‐step strategy to estimate risk of malignancy in ovarian tumors: retrospective validation in IOTA5 multicenter cohort · Chiara Landolfo · 2022 · 64 citations · Cited by this paper
  26. Ovarian Adnexal Reporting Data System (O-RADS) for Classifying Adnexal Masses: A Systematic Review and Meta-Analysis · Julio Vara · 2022 · 60 citations · Cited by this paper
  27. Emerging Role of Metabolomics in Ovarian Cancer Diagnosis · Asia Saorin · 2020 · 45 citations · Cited by this paper
  28. Diagnostic accuracy and inter-observer reliability of the O-RADS scoring system among staff radiologists in a North American academic clinical setting · Yeli Pi · 2021 · 38 citations · Cited by this paper
  29. Comparison of the O-RADS and ADNEX models regarding malignancy rate and validity in evaluating adnexal lesions · Guan-Yeu Chen · 2022 · 32 citations · Cited by this paper
  30. Contrast-enhanced US to Improve Diagnostic Performance of O-RADS US Risk Stratification System for Malignancy · Kun Yuan · 2023 · 27 citations · Cited by this paper
  31. The Ovarian/Adnexal Reporting and Data System for Ultrasound: From Standardized Terminology to Optimal Risk Assessment and Management · Catherine H. Phillips · 2022 · 25 citations · Cited by this paper
  32. Predictive accuracy and reproducibility of the O-RADS US scoring system among sonologists with different training levels · Manli Wu · 2022 · 19 citations · Cited by this paper
  33. O-RADS Classification for Ultrasound Assessment of Adnexal Masses: Agreement between IOTA Lexicon and ADNEX Model for Assigning Risk Group · Julio Vara · 2023 · 14 citations · Cited by this paper
  34. Diagnostic performance of IOTA SR and O-RADS combined with CA125, HE4, and risk of malignancy algorithm to distinguish benign and malignant adnexal masses · Yang Yang · 2023 · 13 citations · Cited by this paper
  35. Comparison of the diagnostic efficiency between the O-RADS US risk stratification system and doctors’ subjective judgment · Shan Zhou · 2023 · 9 citations · Cited by this paper
  36. Ovarian-Adnexal Imaging-Reporting and Data System (O-RADS) ultrasound version 2019: a prospective validation and comparison to updated version (v2022) in pathologically confirmed adnexal masses · Yassir Edrees Almalki · 2024 · 8 citations · Cited by this paper
  37. O-RADS Ultrasound Version 1: A Scenario-Based Review of Implementation Challenges · Mary Louise Gargan · 2022 · 7 citations · Cited by this paper
  38. A simplified approach to ovarian lesions based on the O-RADS US risk stratification and management system · Alireza Mohamadian · 2022 · 5 citations · Cited by this paper
  39. Diagnostic accuracy of ultrasound classifications – O-RADS US v2022, O-RADS US v2020, and IOTA SR – in distinguishing benign and malignant adnexal masses: Enhanced by combining O-RADS US v2022 with tumor marker HE4 · Yubo Liu · 2024 · 5 citations · Cited by this paper

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