Caries lesions diagnosis with deep convolutional neural network in intraoral QLF images by handheld device.

OBJECTIVES: This study investigated the effectiveness of a deep convolutional neural network (CNN) in diagnosing and staging caries lesions in quantitative light-induced fluorescence (QLF) images taken by a self-manufactured handheld device. METHODS: A small toothbrush-like device consisting of a 400 nm UV light-emitting lamp with a 470 nm filter was manufactured for intraoral imaging. A total of 133 cases with 9,478 QLF images of teeth were included for caries lesion evaluation using a CNN model. The database was divided into development, validation, and testing cohorts at a 7:2:1 ratio. The accuracy, sensitivity, specificity, positive predictive value, negative predictive value, and area under the receiver operating characteristic curve (AUC) were calculated for model performance. RESULTS: The overall caries prevalence was 19.59%. The CNN model achieved an AUC of 0.88, an accuracy of 0.88, a specificity of 0.94, and a sensitivity of 0.64 in the validation cohort. They achieved an overall accuracy of 0.92, a sensitivity of 0.95 and a specificity of 0.55 in the testing cohort. The model can distinguish different stages of caries well, with the best performance in detecting deep caries followed by intermediate and superficial lesions. CONCLUSIONS: Caries lesions have typical characteristics in QLF images and can be detected by CNNs. A QLF-based device with CNNs can assist in caries screening in the clinic or at home. TRIAL REGISTRATION: The clinical trial was registered in the Chinese Clinical Trial Registry (No. ChiCTR2300073487, Date: 12/07/2023).

The therapeutic perspective of cold atmospheric plasma in periodontal disease.

OBJECTIVES: Periodontal disease (PD) is one of the most common infectious diseases with complex inflammatory conditions, having irreversibly destructive impacts on the periodontal supporting tissues. The application of cold atmospheric plasma (CAP) is a promising adjuvant therapy modality for PD. However, the mechanism of CAP in PD treatment is still poorly understood. The review motivates to outline the latest researches concerning the applications of CAP in PD treatment. METHODS: We searched CAP-related literature through utilizing the well-established databases of Pubmed, Scopus and Web of Science according to the following keywords related to periodontal disease (periodontal, gingival, gingivitis, gingiva, periodontium, periodontitis). RESULTS: A total of 18 concerning original studies were found. These studies could be classified according to three pathophysiological perspectives of PD. The therapeutic mechanisms of CAP may be attributed to the oxidative stress-related cell death of periodontal bacteria, the suppression of periodontal inflammation and pro-inflammatory cytokine secretion, as well as the acceleration of periodontal soft tissue wound healing and hard tissue reconstruction. CONCLUSIONS: Cold atmospheric plasma has potential therapeutic effects on PD through three mechanisms: antimicrobial effect, inflammation attenuation, and tissue remodeling. This review hopefully provides a comprehensive perspective into the potential of CAP in PD therapy.

Clinical Results Evaluation of Patients With Submental Mass Through Endoscopy-Assisted Transoral Surgery.

BACKGROUND: Surgical resection through extraoral approach is the first choice for submental mass but leaves a visible scar. This study introduces an endoscopy-assisted transoral approach to resect submental mass and evaluates the clinical results. PATIENTS AND METHODS: From September 2018 to December 2019, 5 patients with submental mass underwent surgical resection through endoscopy-assisted transoral approach. The swallowing, speech, and appearance domains of the University of Washington Quality of Life questionnaire were assessed preoperatively and at 3 months postoperatively. RESULTS: Each mass was completely removed without rupture. No patient developed any permanent postoperative complications. The function and aesthetic outcomes were excellent without recurrence. CONCLUSIONS: Endoscopy-assisted transoral approach for resection of submental mass is a reliable technique that achieves excellent postoperative aesthetics and functional results.

Modified Reconstruction of Brown II Defects With Anterolateral Thigh Flaps Following Tumor Resection.

OBJECTIVE: Maxillary defects reconstructed with flaps usually cause nasalomaxillary fistula, discomfort oral lining, and poor function of denture. To resolve these problems, this study introduces a modified method of anterolateral thigh flap (ALTF) with skin and myofascial paddles to reconstruct nasal and oral lining of maxillary defects. METHODS: This study retrospectively reviewed 66 consecutive patients of Brown II maxillary defects following tumor resection reconstructed with ALTFs of modified or conventional methods. In modified group, oral lining was reconstructed with myofascial paddle and nasal lining was reconstructed with skin paddle. The functional and aesthetic outcomes, and the scores based on the University of Washington quality of life questionnaire were assessed. RESULTS: All flaps were successful in reconstruction of Brown II maxillary defects. No nasalomaxillary fistula and obstruction of the nasal cavity were found in modified ALTFs group. The functions of removable denture were better in modified ALTFs group. There was no significant difference about tumor recurrence, range of mouth opening, and aesthetic outcomes between the 2 groups. CONCLUSIONS: The modified method of ALTF with skin and myofascial piddle to reconstruct Brown IIa and IIb defects following tumor resection is simple and reliable, which improves the oral comfortability and function of denture, and avoids obstruction of the nasal cavity.

Full cheek defect reconstruction using ALTF versus RFF: Comparison of quality of life, clinical results, and donor site morbidity.

OBJECTIVES: This study aimed to compare the quality of life (QOL) of patients, clinical results of the recipient site, and morbidities of the donor site between the use of free anterolateral thigh flaps (ALTFs) and radial forearm flaps (RFFs) for reconstruction of full cheek defects following tumor resection. MATERIALS AND METHODS: We retrospectively reviewed 52 patients who underwent reconstruction of full cheek defects using free ALTFs and free RFFs following tumor ablation at our center. The range of mouth opening, speech, swallowing, facial appearance, donor site complications, and subjective symptoms based on the University of Washington Quality of Life (UW-QOL) questionnaire findings were assessed in the ALTF and RFF groups at 3, 12, and 36 months after surgery. RESULTS: Quality of life, range of mouth opening, facial appearance, mood and anxiety, donor site appearance, subjective feeling, and functional impairment were better in the ALTF group than in the RFF group based on the physical examination findings and questionnaire scores. CONCLUSION: This study found better QOL and better functional results at the recipient site and minor morbidities at the donor site with the use of free ALTFs in the reconstruction of full cheek defects.

Modified submandibular mandibulotomy approach without lip-splitting in tongue cancer.

Lip-splitting approach for oncologic resection and defect reconstruction of tongue squamous cell carcinoma (TSCC) needs modification to avoid unfavorable esthetic results. Forty-three patients with TSCC underwent surgery using the modified submandibular mandibulotomy(MSMM) approach without lip-splitting and another matched 43 patients using lip-splitting mandibulotomy (LSM) approach were reviewed retrospectively. Clinical outcomes evaluation consisted of tumor exposure, resection margin, surgical morbidity, locoregional recurrence, survival status, scar scores and quality of life (QOL). All the tumors were en bolc removed by MSMM approach and LSM approach through combined intraoral routes with excellent tumor exposure and R0 resection margins. Tumor recurrence rates and swallowing, chewing, speech were similar in both groups. The MSMM approach was associated with significantly better facial appearance and recreation than LSM approach. The MSMM approach without lip-splitting is safe and effective, achieves better QOL compared to LSM approach in patients with TSCC.