Automatic segmentation and classification of frontal sinuses for sex determination from CBCT scans using a two-stage anatomy-guided attention network

Abstract Sex determination is essential for identifying unidentified individuals, particularly in forensic contexts. Traditional methods for sex determination involve manual measurements of skeletal features on CBCT scans. However, these manual measurements are labor-intensive, time-consuming, and e...

書誌詳細
出版年:	Scientific Reports
主要な著者:	Renan Lucio Berbel da Silva, Su Yang, DaEl Kim, Jun Ho Kim, Sang-Heon Lim, Jiyong Han, Jun-Min Kim, Jo-Eun Kim, Kyung-Hoe Huh, Sam-Sun Lee, Min-Suk Heo, Won-Jin Yi
フォーマット:	論文
言語:	英語
出版事項:	Nature Portfolio 2024-05-01
主題:	Deep learning Sex determination Frontal sinus CBCT Anatomy-guided attention
オンライン･アクセス:	https://doi.org/10.1038/s41598-024-62211-y

類似資料

International Frontal Sinus Anatomy Classification (IFAC): evaluation of frontoethmoidal cells prevalence in a Brazilian population
著者:: Ruth Ellen Fernandes de Castro Dantas Braz, 等
出版事項: (2023-11-01)

Comparison of 2D, 2.5D, and 3D segmentation networks for maxillary sinuses and lesions in CBCT images
著者:: Yeon-Sun Yoo, 等
出版事項: (2023-11-01)

Anatomy of the root canal system of the mandible teeth according to cone-beam computed tomography
著者:: S. N. Razumova, 等
出版事項: (2019-02-01)

Anatomy of the accessory mental foramen in a Saudi subpopulation: A multicenter CBCT study
著者:: Fahd Aljarbou, 等
出版事項: (2021-12-01)

Quantitative Assessment of Frontal Sinus in Gender Determination: Insights from Cone-Beam Computed Tomography Imaging
著者:: Poosarla Chandra Shekar, 等
出版事項: (2025-01-01)

A novel anatomical classification of the frontal sinus: can it be useful in clinical approach to frontal sinusitis?
著者:: Meltem Özdemir, 等
出版事項: (2021-04-01)

Pneumatization Pattern of the Frontal Recess: Relationship of the Anterior-to-Posterior Length of Frontal Isthmus and/or Frontal Recess with the Volume of Agger Nasi Cell
著者:: Seong-Soo Park, 等
出版事項: (2010-06-01)

Chronic frontal sinusitis presenting with complications
著者:: Zainab Sunu Ali, 等
出版事項: (2013-01-01)

Extended endoscopic frontal nasal sinus surgery in management of chronic and recurrent frontal sinus diseases
著者:: Ahmed Sobhi Abdelaal, 等
出版事項: (2021-05-01)

Frontal sinus variation in extant species of the genera Pan, Gorilla and Homo
著者:: Antoine Balzeau, 等
出版事項: (2021-10-01)

Frontal sinus outflow tract: Multi-detector CT assessment
著者:: Sherif Abdelmonem Shama
出版事項: (2017-12-01)

Modern Diagnosis and Treatment of Frontal Sinus Diseases
著者:: A. G. Volkov, 等
出版事項: (2012-06-01)

Lateral frontoethmoidal cell obstructing frontal sinus drainage pathway – report of six cases
著者:: Tomasz Gotlib, 等
出版事項: (2018-05-01)

Anatomy of the Mental Foramen: Relationship among Different Metrical Parameters for Accurate Localization
著者:: Michaela Cellina, 等
出版事項: (2023-08-01)

Anatomy-Guided Microsurgical Resection of a Dominant Frontal Lobe Tumor Without Intraoperative Adjuncts: A Case Report from a Resource-Limited Context
著者:: Matei Șerban, 等
出版事項: (2025-09-01)

Do Variations in Frontal Recess Anatomy Predispose to Mucocele Formation?
著者:: Lalee Varghese, 等
出版事項: (2025-01-01)

Assessment of frontal sinus, maxillary sinus dimensions, and nasal septal pattern in gender determination: A retrospective CBCT study
著者:: Syeda Muskan Jan, 等
出版事項: (2023-01-01)

Comparison of 2D, 2.5D, and 3D segmentation networks for mandibular canals in CBCT images: a study on public and external datasets
著者:: Su Yang, 等
出版事項: (2025-07-01)

Frontal sinus osteoplastic flap: is it relevant today?
著者:: Archana Shah, 等
出版事項: (2018-11-01)

Osteoplastic Flap Approach to Inverted Papilloma of the Frontal Sinus
著者:: Tolgar Lütfi Kumral, 等
出版事項: (2014-03-01)

Cirurgia de osteoma de seio frontal Surgery of frontal sinus osteoma
著者:: Lisete Pessoa de Oliveira Fobe, 等
出版事項: (2002-03-01)

Determination of sexual dimorphism with CBCT images of the frontal sinus using a predictive formula and an artificial neural network
著者:: Julyana de Araújo OLIVEIRA, 等
出版事項: (2025-06-01)

Management of frontal sinus trauma: a retrospective study of surgical interventions and complications
著者:: InKyeong Kim, 等
出版事項: (2024-01-01)

Treatment outcome and prognostic factors of inverted papilloma involving the frontal sinus
著者:: Sung‐Woo Cho, 等
出版事項: (2024-02-01)

Morphological Evaluation of the Incisive Canal in the Aspect of the Diagnosis and Planning of Orthodontic Treatment—CBCT Study
著者:: Anna Ewa Kuc, 等
出版事項: (2023-11-01)

Radiological Analysis of Frontal Cells and its Association with Frontal Sinus Mucosal Disease: A Tertiary Care Hospital Based Study
著者:: Bikash Lal Shrestha, 等
出版事項: (2019-04-01)

Radiological Analysis of Frontal Cells and its Association with Frontal Sinus Mucosal Disease: A Tertiary Care Hospital Based Study
著者:: Bikash Lal Shrestha, 等
出版事項: (2019-04-01)

The Relationship Between Frontal Osteoma and Frontal Sinus Size and Its Effect on the Choice of Surgical Method
著者:: Nuray Ensari, 等
出版事項: (2019-12-01)

Foreign Body in Frontal Sinus: Case Report
著者:: İbrahim Çukurova, 等
出版事項: (2013-12-01)

Frontal Sinus Trephination and Repeated Irrigation in a Cat with Chronic Rhinosinusitis: A Case Report
著者:: Hyomi Jang, 等
出版事項: (2025-05-01)

Relation between orthodontic malocclusion and maxillary sinus volume
著者:: Kamile Oruç, 等
出版事項: (2025-02-01)

External endoscopic multiportal frontal sinus obliteration for laterally pneumatized frontal sinus: a feasibility study
著者:: Sameh M. Amin
出版事項: (2018-05-01)

Agenesis of Frontal Sinuses in Association with Kindler Syndrome: A Rare Case Report Running title: Agenesis of frontal sinuses in Kindler Syndrome
著者:: Ali Bagherpour, 等
出版事項: (2020-06-01)

Evaluation of root canal morphology of mandibular premolars in Pakistani population using the new classification: a CBCT study
著者:: Hamza Arshad, 等
出版事項: (2024-11-01)

Extent of the frontal sinuses in the aspect of neurosurgical craniotomy approaches
著者:: Z. Siedlecki, 等
出版事項: (2022-12-01)

Bilateral Isolated Sinopalpebral Fistulas Secondary to Frontal Sinusitis
著者:: İbrahim Toprak, 等
出版事項: (2015-04-01)

Variability of linear parameters of frontal sinuses in adults
著者:: Mareev O.V., 等
出版事項: (2018-06-01)

Classifying Maxillary Sinuses of Polish Patients for Sinus Lift: A Pilot Study
著者:: Radosław Jadach, 等
出版事項: (2024-02-01)

The Comparıson Of The Frontal Sınus Area Wıth Cephalometrıc Measurements In Anomalous Groups
著者:: Jalan Kama, 等
出版事項: (1998-12-01)

Relationship Between the Presence of Agger Nasi Cells and the Development of Frontal Sinusitis: a Computer-Assisted Anatomic Study
著者:: Yakup YEGİN, 等
出版事項: (2017-07-01)