Research map: ICDMS: Integrating multimodal data for intelligent clinical decision-making in healthcare: Current trends and future directions

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Papers in this map

  1. Deep learning in cancer diagnosis, prognosis and treatment selection · Khoa Anh Tran · 2021 · 963 citations · Cited by this paper
  2. Optimising the use of colonoscopy to improve risk stratification for colorectal cancer in symptomatic patients: A decision-curve analysis · 2024 · Related
  3. Role of Artificial Intelligence Applications in Real-Life Clinical Practice: Systematic Review · Jiamin Yin · 2021 · 443 citations · Cited by this paper
  4. Scottish Paediatric Society Summer Meeting, Stirling Court Hotel, University of Stirling, Friday 10th June 2022 · 2023 · Related
  5. A Novel Deep-Learning Model for Automatic Detection and Classification of Breast Cancer Using the Transfer-Learning Technique · Abeer Saber · 2021 · 422 citations · Cited by this paper
  6. RETRACTED: Effect of prehospital intubation on mortality rates in patients with traumatic brain injury: A systematic review and meta-analysis · 2023 · Related
  7. Multiple disease prediction using Machine learning algorithms · Kamalesh Jayapandiaraj Arumugam · 2021 · 208 citations · Cited by this paper
  8. Thyroid incidentalomas in cervical spine MRI · 2025 · Related
  9. Interpretability-Based Multimodal Convolutional Neural Networks for Skin Lesion Diagnosis · Sutong Wang · 2021 · 134 citations · Cited by this paper
  10. Evaluation of large language models with clinical guidance for vetting outpatient magnetic resonance imaging lumbar spine referrals · 2026 · Related
  11. ExAID: A multimodal explanation framework for computer-aided diagnosis of skin lesions · Adriano Lucieri · 2022 · 106 citations · Cited by this paper
  12. Predictors of advanced stage and emergency presentation in colorectal cancer patients in central Scotland: A retrospective cohort study · 2025 · Related
  13. Diabetes mellitus risk prediction in the presence of class imbalance using flexible machine learning methods · Somayeh Sadeghi · 2022 · 66 citations · Cited by this paper
  14. Scaling surgical education: Assessing the impact and replicability of emergency urology skills training in Ethiopia · 2026 · Related
  15. Machine learning-enabled risk prediction of chronic obstructive pulmonary disease with unbalanced data · Xuchun Wang · 2023 · 63 citations · Cited by this paper
  16. Surgical simulation using innovative models: Tying the loose ends · 2025 · Related
  17. Machine Learning Predictive Model as Clinical Decision Support System in Orthodontic Treatment Planning · Jahnavi Prasad · 2022 · 44 citations · Cited by this paper
  18. The effect of virtual reality glasses applied during intrauterine device insertion on pain, anxiety and satisfaction: Randomized controlled study · 2024 · Related
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  20. Transient isolated right ventricular hypertrophy: A benign phenotype in neonates: Case series and review of the literature · 2026 · Related
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