T. Flügge, S. Vinayahalingam, N. van Nistelrooij, S. Kellner, T. Xi, B. van Ginneken, S. Bergé, M. Heiland, F. Kernen, U. Ludwig and K. Odaka, "Automated Tooth Segmentation in Magnetic Resonance Scans Using Deep Learning",
Dentomaxillofacial Radiology,
2024.
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.
N. van Nistelrooij, S. Schitter, P. van Lierop, K. Ghoul, D. König, M. Hanisch, A. Tel, T. Xi, D. Thiem, R. Smeets, L. Dubois, T. Flügge, B. van Ginneken, S. Bergé and S. Vinayahalingam, "Detecting Mandible Fractures in CBCT Scans Using a 3-Stage Neural Network",
Journal of Dental Research,
2024.
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.
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.
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.
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.
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.
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).
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).
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.
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.
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.
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).
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.