Research map: Clinical implementation of an Xception-based deep learning system for multiclass tuberculosis detection on chest X-ray images

Back to the article

Papers in this map

  1. WHO's Global Tuberculosis Report 2022 · Sanjeet Bagcchi · 2022 · 1203 citations · Cited by this paper
  2. Area postrema syndrome in aquaporin-4-positive neuromyelitis optica spectrum disorder: clinical and imaging correlation: three case presentations · 2026 · Related
  3. A Deep Learning System to Screen Novel Coronavirus Disease 2019 Pneumonia · Xiaowei Xu · 2020 · 955 citations · Cited by this paper
  4. The added value of intravoxel incoherent motion (IVIM) and diffusion-weighted imaging (DWI) in differentiation between prostate cancer and benign prostatic hyperplasia · 2026 · Related
  5. Reliable Tuberculosis Detection Using Chest X-Ray With Deep Learning, Segmentation and Visualization · Tawsifur Rahman · 2020 · 654 citations · Cited by this paper
  6. Radiological study of sphenoid emissary venous patterns and their clinical implications in South African cohorts · 2026 · Related
  7. Digitization of healthcare sector: A study on privacy and security concerns · Metty Paul · 2023 · 353 citations · Cited by this paper
  8. Hirayama disease in young males: evaluation with dynamic flexion magnetic resonance imaging and clinical correlation—a case series of four · 2026 · Related
  9. Resilience in healthcare systems: Cyber security and digital transformation · Alexeis García-Pérez · 2022 · 185 citations · Cited by this paper
  10. Evaluating transfer learning for brain tumor MRI classification: frozen VGG16 feature extraction versus end-to-end CNN training · 2026 · Related
  11. Internal migration and transmission dynamics of tuberculosis in Shanghai, China: an epidemiological, spatial, genomic analysis · Chongguang Yang · 2018 · 141 citations · Cited by this paper
  12. Synchronous soft-tissue tumors with the split fat sign on MRI: a case report of ancient schwannomas · 2026 · Related
  13. Methods used in the spatial analysis of tuberculosis epidemiology: a systematic review · Debebe Shaweno · 2018 · 138 citations · Cited by this paper
  14. Endovascular middle meningeal artery embolization for chronic subdural hematoma in surgically ineligible patients: short-term outcomes and safety profile · 2026 · Related
  15. Deep learning models for tuberculosis detection and infected region visualization in chest X-ray images · Vinayak Sharma · 2023 · 117 citations · Cited by this paper
  16. A prospective, quantitative, and correlative study: computed tomography enterography significance versus ileocolonoscopy in adult inflammatory bowel disease · 2026 · Related
  17. Independent evaluation of 12 artificial intelligence solutions for the detection of tuberculosis · Andrew James Codlin · 2021 · 112 citations · Cited by this paper
  18. Clinico-radiological correlation and comparison of sarcopenia in the elderly with and without fragility fractures · 2026 · Related
  19. Deep learning-based automatic detection of tuberculosis disease in chest X-ray images · Eman Showkatian · 2022 · 99 citations · Cited by this paper
  20. Performance of Computer‐Aided Detection Software in Tuberculosis Case Finding in Township Health Centers in China · 2025 · Related
  21. Machine Learning for Healthcare-IoT Security: A Review and Risk Mitigation · Mirza Akhi Khatun · 2023 · 94 citations · Cited by this paper
  22. Deep learning, computer-aided radiography reading for tuberculosis: a diagnostic accuracy study from a tertiary hospital in India · Madlen Nash · 2020 · 91 citations · Cited by this paper
  23. The effectiveness of contact investigation among contacts of tuberculosis patients: a systematic review and meta-analysis · Kavindhran Velen · 2021 · 88 citations · Cited by this paper
  24. Comparative Meta-Analysis of Tuberculosis Contact Investigation Interventions in Eleven High Burden Countries · Lucie Blok · 2015 · 87 citations · Cited by this paper
  25. Data breaches in healthcare: security mechanisms for attack mitigation · Lili Nemec Zlatolas · 2024 · 78 citations · Cited by this paper
  26. A fully automatic artificial intelligence–based CT image analysis system for accurate detection, diagnosis, and quantitative severity evaluation of pulmonary tuberculosis · Chenggong Yan · 2021 · 77 citations · Cited by this paper
  27. From immunology to artificial intelligence: revolutionizing latent tuberculosis infection diagnosis with machine learning · Linsheng Li · 2023 · 64 citations · Cited by this paper
  28. Active case finding and treatment adherence in risk groups in the tuberculosis pre-elimination era · Rishi K Gupta · 2018 · 34 citations · Cited by this paper
  29. Community-based active-case finding for tuberculosis: navigating a complex minefield · Peter MacPherson · 2024 · 34 citations · Cited by this paper
  30. Genotypic and spatial analysis of transmission dynamics of tuberculosis in Shanghai, China: a 10-year prospective population-based surveillance study · Meng Li · 2023 · 29 citations · Cited by this paper
  31. User Experience of Older People While Using Digital Health Technologies: A Systematic Review · Eiko Takano · 2023 · 29 citations · Cited by this paper
  32. Conditions required for the artificial-intelligence-based computer-aided detection of tuberculosis to attain its global health potential · Pierre‐Marie David · 2022 · 25 citations · Cited by this paper
  33. Reliability of chest radiograph interpretation for pulmonary tuberculosis in the screening of childhood TB contacts and migrant children in the UK · Savvas Andronikou · 2020 · 22 citations · Cited by this paper
  34. Artificial intelligence for tuberculosis control: a scoping review of applications in public health · Sonia Menon · 2025 · 21 citations · Cited by this paper
  35. Specific urban units identified in tuberculosis epidemic using a geographical detector in Guangzhou, China · Hongyan Ren · 2022 · 20 citations · Cited by this paper
  36. Post tuberculosis lung disease and tuberculosis sequelae: A narrative review · G C Cupido · 2023 · 19 citations · Cited by this paper
  37. Acceptance of Digital Health Technologies in Palliative Care Patients · Stefan Wicki · 2024 · 16 citations · Cited by this paper
  38. Scale-Up of Rifapentine and Isoniazid for Tuberculosis Prevention Among Household Contacts in 2 Urban Centers: An Effectiveness Assessment · Hamidah Hussain · 2023 · 13 citations · Cited by this paper
  39. Improving TB Case Detection Through Active Case-Finding: Results of Multiple Intervention Strategies in Hard-to-Reach Riverine Areas of Southern Nigeria · Joseph Chukwu · 2024 · 10 citations · Cited by this paper

Source: OpenAlex (CC0)