Algorithm-Driven Tele-otoscope for Remote Care for Patients With Otitis Media.

OBJECTIVE: The COVID-19 pandemic has spurred a growing demand for telemedicine. Artificial intelligence and image processing systems with wireless transmission functionalities can facilitate remote care for otitis media (OM). Accordingly, this study developed and validated an algorithm-driven tele-otoscope system equipped with Wi-Fi transmission and a cloud-based automatic OM diagnostic algorithm. STUDY DESIGN: Prospective, cross-sectional, diagnostic study. SETTING: Tertiary Academic Medical Center. METHODS: We designed a tele-otoscope (Otiscan, SyncVision Technology Corp) equipped with digital imaging and processing modules, Wi-Fi transmission capabilities, and an automatic OM diagnostic algorithm. A total of 1137 otoscopic images, comprising 987 images of normal cases and 150 images of cases of acute OM and OM with effusion, were used as the dataset for image classification. Two convolutional neural network models, trained using our dataset, were used for raw image segmentation and OM classification. RESULTS: The tele-otoscope delivered images with a resolution of 1280 × 720 pixels. Our tele-otoscope effectively differentiated OM from normal images, achieving a classification accuracy rate of up to 94% (sensitivity, 80%; specificity, 96%). CONCLUSION: Our study demonstrated that the developed tele-otoscope has acceptable accuracy in diagnosing OM. This system can assist health care professionals in early detection and continuous remote monitoring, thus mitigating the consequences of OM.

Cryptococcal infection of the vocal folds.

Cryptococcosis of the larynx is rare. In this manuscript we present a case of laryngeal cryptococcosis with a clear history of pigeon exposure. Cryptococcal laryngitis may present as hoarseness without other typical symptoms, even in immunocompetent individuals.

A feasibility study on non-invasive oxidative metabolism detection and acoustic assessment of human vocal cords by using optical technique.

Voice disorder such as vocal fatigue is a common and complex multifaceted clinical problem that presents a significant impact on quality of life. In this study, the functional near-infrared diffuse optical technique (fNIRS-DOT) was proposed as a novel approach for human vocal cords oxidative metabolism detection and acoustic assessment simultaneously to provide a multidimensional assessment of voice disorder. A totally of 60 healthy subjects included 30 male and 30 female adults of age-matched were recruited and performed a vocal loading task to trigger a mild inflammation of the vocal cords in this study. In the results of oxidative metabolism, the vocal cords expressed hypoxia after vocal loading task in both male and female groups that could provide relevant information on the relationship between tissue oxygen consumption and supply for vocal cords diagnosis. Additionally, the results of optical acoustic assessment revealed the worse/changes voice quality after vocal loading task. Therefore, integration of non-invasive oxidative metabolism detection and acoustic assessment by using optical technique could provide more relevant information for diagnosis of voice disorders. The multi-functional vocal cords detection system could provide a good feasibility for clinical applications such as diagnosis and therapeutic monitoring of voice disorder.

Evaluation of a haptics-based virtual reality temporal bone simulator for anatomy and surgery training.

INTRODUCTION: Virtual reality simulation training may improve knowledge of anatomy and surgical skills. We evaluated a 3-dimensional, haptic, virtual reality temporal bone simulator for dissection training. METHODS: The subjects were 7 otolaryngology residents (3 training sessions each) and 7 medical students (1 training session each). The virtual reality temporal bone simulation station included a computer with software that was linked to a force-feedback hand stylus, and the system recorded performance and collisions with vital anatomic structures. Subjects performed virtual reality dissections and completed questionnaires after the training sessions. RESULTS: Residents and students had favorable responses to most questions of the technology acceptance model (TAM) questionnaire. The average TAM scores were above neutral for residents and medical students in all domains, and the average TAM score for residents was significantly higher for the usefulness domain and lower for the playful domain than students. The average satisfaction questionnaire for residents showed that residents had greater overall satisfaction with cadaver temporal bone dissection training than training with the virtual reality simulator or plastic temporal bone. For medical students, the average comprehension score was significantly increased from before to after training for all anatomic structures. Medical students had significantly more collisions with the dura than residents. The residents had similar mean performance scores after the first and third training sessions for all dissection procedures. DISCUSSION: The virtual reality temporal bone simulator provided satisfactory training for otolaryngology residents and medical students.

Patterns of recurrence and second primary tumors in oral squamous cell carcinoma treated with surgery alone.

The aim of the present study is to review the recurrence patterns and incidence of second primary tumors (SPTs) in patients with oral squamous cell carcinoma (OSCC) who underwent surgery alone without postoperative adjuvant therapy. Data on patients recorded in the head and neck cancer registry of Cathay General Hospital were reviewed. A total of 72 patients with T1-3N0 OSCC who underwent surgery alone were included. Among the 72 patients, 44 had T1 tumors, 22 had T2 tumors, and 6 had T3 tumors. The 5-year overall survival (OS) rate was 77.3%, the recurrence-free survival rate was 74.1%, and the SPT-free survival rate was 73%. Eighteen (25%) patients had disease recurrence (regional recurrence in nine patients, local recurrence in seven patients, and locoregional recurrence in two patients). Most patients with local recurrence alone (6/7 patients, 85.7%) could be salvaged with treatment. However, locoregional control was obtained in only five (45.5%) of 11 patients with neck recurrence after surgical salvage therapy. At the time of analysis, 20 patients developed SPTs, and 15 (75%) of the SPTs were in the oral cavity. The annual incidence of SPT was 5%. Neck recurrence and SPT were associated with 48.4% and 24.4% lower 5-year OS rates, respectively. Multivariate analysis revealed that neck recurrence was a significant risk factor for low OS (p = 0.008). Neck recurrence was the most important prognostic factor for OS. The incidence of SPT development was high. Regular and long-term monitoring for recurrence and development of SPTs is necessary to improve the survival rate.