Publications of Shankeeth Vinayahalingam

all all years 2024 2023 2022

Papers in international journals

  1. N. van Nistelrooij, K. Ghoul, T. Xi, A. Saha, S. Kempers, M. Cenci, B. Loomans, T. Flügge, B. van Ginneken and S. Vinayahalingam, "Combining public datasets for automated tooth assessment in panoramic radiographs", BMC Oral Health, 2024;24.
    Abstract DOI PMID
  2. N. van Nistelrooij, E. Chaves, M. Cenci, L. Cao, B. Loomans, T. Xi, K. El-Ghoul, V. Romero, G. Lima, T. Flügge, B. van Ginneken, M. Huysmans, S. Vinayahalingam and F. Mendes, "Deep learning-based algorithm for staging secondary caries in bitewings", Caries Research, 2024:1-21.
    Abstract DOI
  3. S. Vinayahalingam, S. Kempers, J. Schoep, T. Hsu, D. Moin, B. van Ginneken, T. Flügge, M. Hanisch and T. Xi, "Intra-oral scan segmentation using deep learning", BMC Oral Health, 2023;23.
    Abstract DOI PMID
  4. S. Sadr, H. Mohammad-Rahimi, S. Motamedian, S. Zahedrozegar, P. Motie, S. Vinayahalingam, O. Dianat and A. Nosrat, "Deep Learning for Detection of Periapical Radiolucent Lesions: A Systematic Review and Meta-analysis of Diagnostic Test Accuracy.", Journal of endodontics, 2023;49(3):248-261.e3.
    Abstract DOI PMID
  5. L. Adams, M. Makowski, G. Engel, M. Rattunde, F. Busch, P. Asbach, S. Niehues, S. Vinayahalingam, B. van Ginneken, G. Litjens and K. Bressem, "Dataset of prostate MRI annotated for anatomical zones and cancer.", Data in brief, 2022;45:108739.
    Abstract DOI PMID Cited by ~332
  6. S. Vinayahalingam, N. van Nistelrooij, B. van Ginneken, K. Bressem, D. Troltzsch, M. Heiland, T. Flugge and R. Gaudin, "Detection of mandibular fractures on panoramic radiographs using deep learning.", Scientific reports, 2022;12(1):19596.
    Abstract DOI PMID Cited by ~7
  7. T. Eschert, F. Schwendicke, J. Krois, L. Bohner, S. Vinayahalingam and M. Hanisch, "A Survey on the Use of Artificial Intelligence by Clinicians in Dentistry and Oral and Maxillofacial Surgery.", Medicina (Kaunas, Lithuania), 2022;58(8).
    Abstract DOI PMID
  8. B. Feher, U. Kuchler, F. Schwendicke, L. Schneider, J. de Grano Cejudo Oro, T. Xi, S. Vinayahalingam, T. Hsu, J. Brinz, A. Chaurasia, K. Dhingra, R. Gaudin, H. Mohammad-Rahimi, N. Pereira, F. Perez-Pastor, O. Tryfonos, S. Uribe, M. Hanisch and J. Krois, "Emulating Clinical Diagnostic Reasoning for Jaw Cysts with Machine Learning.", Diagnostics (Basel, Switzerland), 2022;12(8).
    Abstract DOI PMID
  9. N. Naik, B. Hameed, N. Sooriyaperakasam, S. Vinayahalingam, V. Patil, K. Smriti, J. Saxena, M. Shah, S. Ibrahim, A. Singh, H. Karimi, K. Naganathan, D. Shetty, B. Rai, P. Chlosta and B. Somani, "Transforming healthcare through a digital revolution: A review of digital healthcare technologies and solutions.", Frontiers in digital health, 2022;4:919985.
    Abstract DOI PMID
  10. L. Adams, M. Makowski, G. Engel, M. Rattunde, F. Busch, P. Asbach, S. Niehues, S. Vinayahalingam, B. van Ginneken, G. Litjens and K. Bressem, "Prostate158 - An expert-annotated 3T MRI dataset and algorithm for prostate cancer detection.", Computers in biology and medicine, 2022;148:105817.
    Abstract DOI PMID Cited by ~21
  11. Y. Chen, S. Vinayahalingam, S. Berge, Y. Liao, T. Maal and T. Xi, "Is the pattern of mandibular asymmetry in mild craniofacial microsomia comparable to non-syndromic class II asymmetry?", Clinical oral investigations, 2022;26(6):4603-4613.
    Abstract DOI PMID
  12. L. Bohner, S. Vinayahalingam, J. Kleinheinz and M. Hanisch, "Digital Implant Planning in Patients with Ectodermal Dysplasia: Clinical Report.", International journal of environmental research and public health, 2022;19(3).
    Abstract DOI PMID
  13. M. den Van Bempt, S. Vinayahalingam, M. Han, S. Berge and T. Xi, "The role of muscular traction in the occurrence of skeletal relapse after advancement bilateral sagittal split osteotomy (BSSO): A systematic review.", Orthodontics & craniofacial research, 2022;25(1):1-13.
    Abstract DOI PMID