Detecting Forged Audio Files Using "Mixed Paste" Command: A Deep Learning Approach Based on Korean Phonemic Features.

The ubiquity of smartphones today enables the widespread utilization of voice recording for diverse purposes. Consequently, the submission of voice recordings as digital evidence in legal proceedings has notably increased, alongside a rise in allegations of recording file forgery. This trend highlights the growing significance of audio file authentication. This study aims to develop a deep learning methodology capable of identifying forged files, particularly those altered using "Mixed Paste" commands, a technique not previously addressed. The proposed deep learning framework is a composite model, integrating a convolutional neural network and a long short-term memory model. It is designed based on the extraction of features from spectrograms and sequences of Korean consonant types. The training of this model utilizes an authentic dataset of forged audio recordings created on an iPhone, modified via "Mixed Paste", and encoded. This hybrid model demonstrates a high accuracy rate of 97.5%. To validate the model's efficacy, tests were conducted using various manipulated audio files. The findings reveal that the model's effectiveness is not contingent on the smartphone model or the audio editing software employed. We anticipate that this research will advance the field of audio forensics through a novel hybrid model approach.

Efficacy and safety of oral palmitoleic acid supplementation for skin barrier improvement: A 12-week, randomized, double-blinded, placebo-controlled study.

Background: Palmitoleic acid (omega-7) has been reported to be effective primarily for metabolic disorders. Recently, it has been reported to help improve quality of life (QoL) by improving skin symptoms. Objective: The aim of this randomized, double-blinded, placebo-controlled clinical study is to evaluate the efficacy and safety of oral palmitoleic acid in improving skin barrier, elasticity, and wrinkle formation in adult women. Methods: In this randomized, double-blind, placebo-controlled clinical study, 90 healthy participants were enrolled and received 500 mg/day palmitoleic acid (intervention) or corn oil without palmitoleic acid (control) for 12 weeks. Skin hydration and transepidermal water loss and skin elasticity, surface roughness, eye wrinkle volume, and wrinkle severity were measured at 6-week intervals to assess the skin barrier function and efficacy in wrinkle improvement, respectively. Results: After 12 weeks, skin hydration and transepidermal water loss significantly improved in the intervention group compared to the control group. Skin elasticity, surface roughness, eye wrinkle volume, wrinkle severity, and participant-assessed clinical improvement score did not significantly improve compared with the control group. Conclusion: Oral palmitoleic acid effectively improves the skin barrier function improvement, which may enhance QoL in aging adults.

Cryolipolysis for abdominal subcutaneous fat reduction: A prospective, multicenter, single arm, clinical study.

Various treatment methods are used for noninvasive body contouring. To evaluate the efficacy and safety of a newly designed cryolipolysis device using a three-dimensional cooling method for abdominal fat reduction. Twenty-five participants with clinically apparent abdominal fat tissue participated in the study. The thickness of fat tissue below the umbilicus level was measured using a caliper at baseline and 12 weeks after the first treatment. The height of abdominal subcutaneous fat tissue on ultrasonography and participant satisfaction were assessed at every visit for 16 weeks. All adverse events (AEs) during the study period were recorded. p values <0.05 were considered statistically significant. Twenty-four participants completed this study; the mean BMI of participants was 29.34 ± 2.36 kg/m2 . The mean thickness of abdominal subcutaneous fat was significantly lower at 12 weeks (40.4 ± 6.8 mm, p < 0.001) than at baseline (49.3 ± 8.5 mm). Differences in the height of abdominal subcutaneous fat compared to that at baseline were 1.02 ± 0.41 cm (12 weeks, p < 0.001) and 1.13 ± 0.44 cm (16 weeks, p < 0.001). Rates of abdominal subcutaneous fat reduction at 12 and 16 weeks compared to that at baseline were 28.45% and 31.13%, respectively. The ratio of abdominal circumference to hip circumference at 12 and 16 weeks was significantly decreased compared to that at baseline. Most participants (95.8%) reported improvement in satisfaction scores at 16 weeks. There were no serious AEs during the entire study period. The study demonstrated the efficacy of a noninvasive cryolipolysis device using a three-dimensional cooling method for reducing abdominal subcutaneous fat.

A randomized, participant- and evaluator-blinded, matched-pair prospective study to compare the safety and efficacy between polycaprolactone-based fillers in the correction of nasolabial folds.

Polycaprolactone (PCL)-based fillers are widely used for skin rejuvenation and wrinkle reduction. The objective of this study is to compare the efficacy and safety of newly developed PCL-based fillers (SYB filler®; SF-01) and widely used existing PCL-based fillers (Ellansé-M®) for correction of moderate-to-severe nasolabial folds. In a randomized, participant-and evaluator-blinded, matched-pair, prospective study, participants were randomized for injections of SF-01 or Ellansé-M® in both nasolabial folds. Efficacy was evaluated using the Wrinkle Severity Rating Scale (WSRS), Global Esthetic Improvement Scale (GAIS), and a three-dimensional (3D) scanner. All adverse events (AEs) were examined and reported. At month 12, both SF-01-and Ellansé-M®-treated groups showed statistically significant improvements in the WSRS, GAIS, and 3D scanner scores compared to baseline. The difference in changes in WSRS scores at month 12 between the two groups was 0.08 ± 0.34 compared to baseline. The upper limit of the 95.0% confidence interval was 0.0031, which was lower than the predefined margin for non-inferiority (0.35). All AEs were injection site-related (swelling, pain, and erythema) and disappeared within 30 min after the procedure. SF-01 was non-inferior to Ellansé-M® and demonstrated favorable efficacy and safety at 12 months after correcting moderate-to-severe nasolabial folds.

Evaluation of the efficacy and safety of the 1064 nm picosecond Nd:YAG laser with a topically applied gold and diamond suspension for facial skin rejuvenation: A pilot study.

To investigate the efficacy and safety of combined treatment with a serum comprising a micro-diamond suspension and micro-gold cage with a 1064 nm picosecond neodymium-doped yttrium aluminum garnet (Nd:YAG) laser for facial skin rejuvenation. Topical serum was applied to the entire face and allowed to penetrate the skin and hair follicles for 20 min. Each participant was then treated with a 1064 nm picosecond Nd:YAG laser on the face. Photographs of each participant were taken at baseline, immediately after treatment, and 2 weeks after treatment using an imaging tool (Mark-Vu®; PSI PLUS, Suwon, Republic of Korea). Global improvement scores by two blinded investigators and participants' satisfaction scores were also assessed. The melanin index (MI), transepidermal water loss (TEWL), and skin hydration were evaluated using a device. Parameters associated with skin rejuvenation were assessed using Mark-Vu®. Adverse events were observed and reported by participants and physicians during the treatment and follow-up visit. At week 2, 40% (4/10) of the participants showed more than moderate clinical improvement in the investigator's global improvement assessment. No significant differences were observed in the MI, TEWL, skin hydration level, or skin parameters of Mark-Vu®. At week 2, 40% of the participants reported a high satisfaction score and minimal side effects. The novel topical facial serum comprising micro-diamond suspension and micro-gold cage is safe and effective when combined with laser treatment for facial rejuvenation.

Safety and efficacy of high-intensity focused ultrasound for treatment of periorbital, perioral, and neck wrinkles: Prospective open single-center single-arm confirmatory clinical trial.

Periorbital, perioral, and neck wrinkles are one of the most common concerns of aging skin. We evaluated the efficacy and safety of high-intensity focused ultrasound (HIFU) device with a 5.5-MHz transducer and a 2.0-mm focal depth for improving periorbital, perioral, and neck wrinkles. A total of 102 participants were enrolled, and 34 each were assigned to the periorbital, perioral, and neck groups. All subjects were treated with HIFU three times at 2-week intervals at the corresponding treatment site. Objective measurements and clinical evaluations were performed at 10 and 16 weeks after treatment. Based on the primary efficacy evaluation, the mean Cutometer R7 value was significantly increased at 10 weeks post-treatment compared to baseline in all treated groups. In addition, all other Cutometer values, PRIMOS and Antera 3D camera evaluation results, classification of wrinkle assessment results, and Subject Global Aesthetic Improvement Scale also showed that the periorbital, perioral, and neck wrinkles were significantly improved at 10 and 16 weeks post-treatment. No permanent adverse effects were observed during the follow-up period. HIFU treatment using 5.5-MHz transducers (2.0-mm focal depth) could be an effective and safe treatment modality for the treatment of periorbital, perioral, and neck wrinkles.

Utilization of Ultrasonography in Dermatology: Two Case Reports of Calcinosis Cutis.

Development of newer generation of cost-effective ultrasonic devices in recent years has increased the use of ultrasonography in dermatology. Several lesions can be diagnosed and managed using ultrasonography. Calcinosis cutis involves the deposition of insoluble calcium salts in the cutaneous and subcutaneous tissues. On ultrasonography, it specifically presents as hyperechoic deposits with a posterior acoustic shadowing artifact due to the acoustic properties of calcium. A 62-year-old female patient presented with a solitary, skin-colored, palpable nodule on the inner side of the right lower leg. The lesion was beneath the intact skin and detectable only on palpation. However, ultrasonography demonstrated a clear delineation of the lesion, showing hyperechoic deposits with a posterior acoustic shadow (15 MHz, linear probe). Skin biopsy and curettage were performed, revealing histological features consistent with calcinosis cutis. Four weeks after the procedure, ultrasonography performed to evaluate the outcome of treatment, showed recurrence. Another 18-year-old female patient presented with a skin-colored deep-seated nodule on the left temple. On ultrasonography, linear hyperechoic deposits with a posterior acoustic shadow were visible. Skin biopsy was performed, and histopathologic features showed calcified material in the subcutaneous tissue. These two cases of calcinosis cutis highlight the diagnostic value of ultrasonography in dermatology.

Single-center, assessor-blind study to evaluate the efficacy and safety of DA-5520 topical gel in patients with acne scars: A pilot study.

BACKGROUND: Unlike various topical treatment options for acne vulgaris, options for acne scars mostly involve invasive interventions. So far, only a few clinical trials have investigated the effects of topical treatment for acne scars. OBJECTIVES: We evaluated the safety and efficacy of DA-5520, a recently developed topical gel for the treatment of different types of acne scars. METHODS: A 12-week prospective, randomized, active-controlled, evaluator-blind, single-center study involving 36 participants with acne scars was performed. Participants were randomized into four different groups at a 1:1:1:1 ratio: laser resurfacing with DA-5520 application (test 1); laser resurfacing without DA-5520 application (control 1); comedone extraction with DA-5520 application (test 2); and comedone extraction without DA-5520 application (control 2). For 12 weeks, participants in the two test groups applied DA-5520 twice daily, while participants in the control groups applied moisturizers alone. Participants in the test 1 and control 1 groups received a single session of laser resurfacing at visit 1 (week 0). All participants were followed up at 1, 4, 8, and 12 weeks, and objective scar evaluation using the échelle d'évaluation clinique des cicatrices d'acné (ECCA) score was performed at each visit. RESULTS: Clinical improvement of acne scars, confirmed by the ECCA grading scale (1 for atrophic scar and 2 for hypertrophic scar), was observed after using DA-5520 when combined with laser resurfacing or individually, and no associated adverse reactions were noted. CONCLUSIONS: Preliminary results of this study revealed that DA-5520 may be a promising new formulation for treating all type of acne scars.

Evaluating the tolerance and efficacy of laser-assisted delivery of tranexamic acid, niacinamide, and kojic acid for melasma: A single center, prospective, split-face trial.

Although many treatment options are available, the treatment of melasma remains challenging. To investigate the efficacy and safety of combined treatment for melasma with a quality (Q)-switched 1064-nm neodymium: yttrium-aluminum-garnet (Nd:YAG) laser and a topical mixture of tranexamic acid, niacinamide, and kojic acid. Twenty-five patients with melasma were enrolled. One side of the face was treated with low-fluence Q-switched 1064-nm Nd:YAG laser alone, while the other side was treated with a combination of laser treatment and a topical mixture of tranexamic acid, niacinamide, and kojic acid. Each treatment consisted of five sessions at 2-week intervals, and patients were followed up 4 weeks after the last treatment. Overall improvement was assessed using the hemi Melasma Area and Severity Index (MASI) score. A specialized imaging system (Markview®, PSIPLAUS Inc., Suwon, Korea) was used to record images of the patients' faces, and photographic assessment was performed by two independent evaluators at 2, 4, 6, 8, and 12 weeks using a five-point grading scale. Although both sides of the face showed clinical improvement, combination treatment demonstrated a greater improvement in the mean hemi MASI score compared to laser treatment alone. Improvement in melasma at 12 weeks, according to the evaluation of patient images by two independent evaluators, was greater with combination treatment. This study demonstrated that the combination of treatment with a low-fluence Q-switched 1064-nm Nd:YAG laser and a topical mixture of tranexamic acid, niacinamide, and kojic acid would be a good option for melasma treatment.

Exosomes derived from human adipose tissue-derived mesenchymal stem cells for the treatment of dupilumab-related facial redness in patients with atopic dermatitis: A report of two cases.

BACKGROUND: Atopic dermatitis is a chronic, pruritic, and inflammatory dermatosis that affects approximately 20% of children and 10% of adults worldwide. Dupilumab facial redness is gaining attention as additional cases are coming to light in the medical literature. OBJECTIVES AND METHODS: Exosomes are nano-sized vesicles that are constantly released by almost all cells. They can travel between cells and transport their cargo (lipids, proteins, and nucleic acids), making them a possible cell-free therapeutic option for various diseases. Herein, we investigated whether topical application of human adipose tissue-derived mesenchymal stem cell-derived exosomes could reduce dupilumab facial redness in patients with severe atopic dermatitis. RESULTS: Two patients with atopic dermatitis and refractory dupilumab facial redness were successfully treated with electroporation-assisted topical application of human adipose tissue-derived mesenchymal stem cell-derived exosomes. Six repeated sessions of treatment, with an interval of 1 week between each session, led to marked improvement in erythematous facial lesions. CONCLUSIONS: We suggest that human adipose tissue-derived mesenchymal stem cell-derived exosomes may serve as an effective agent in the management of dupilumab facial redness. However, further controlled studies with a larger number of patients are necessary to confirm the efficacy and safety of this agent, as well as the optimal treatment protocol.

Split-face comparative trial of 785-nm picosecond neodymium:yttrium-aluminum-garnet laser and precision cryotherapy combination treatment for facial benign pigmented lesions.

Cryotherapy (or cryosurgery) has been performed to treat various skin lesions in the field of dermatology; however, to the best of our knowledge, no study has investigated its efficacy and safety for benign pigmented lesions. Therefore, we conducted a split-face study to evaluate the efficacy and safety of cryotherapy in the treatment of benign pigmented lesions. A total of five subjects were included. Picosecond laser therapy was performed to treat the whole face and cryotherapy for half the face. Four weeks after completing the treatment sessions, patients showed more clinical improvement on the laser and cryotherapy combination treatment side than on the laser-only side, with no adverse events. Our study demonstrated that cryotherapy is a potential adjuvant therapeutic modality for benign pigmented lesions.