Clinical Validation and Extension of an Automated, Deep Learning-Based Algorithm for Quantitative Sinus CT Analysis.

BACKGROUND AND PURPOSE: Sinus CT is critically important for the diagnosis of chronic rhinosinusitis. While CT is sensitive for detecting mucosal disease, automated methods for objective quantification of sinus opacification are lacking. We describe new measurements and further clinical validation of automated CT analysis using a convolutional neural network in a chronic rhinosinusitis population. This technology produces volumetric segmentations that permit calculation of percentage sinus opacification, mean Hounsfield units of opacities, and percentage of osteitis. MATERIALS AND METHODS: Demographic and clinical data were collected retrospectively from adult patients with chronic rhinosinusitis, including serum eosinophil count, Lund-Kennedy endoscopic scores, and the SinoNasal Outcomes Test-22. CT scans were scored using the Lund-Mackay score and the Global Osteitis Scoring Scale. CT images were automatically segmented and analyzed for percentage opacification, mean Hounsfield unit of opacities, and percentage osteitis. These readouts were correlated with visual scoring systems and with disease parameters using the Spearman ρ. RESULTS: Eighty-eight subjects were included. The algorithm successfully segmented 100% of scans and calculated features in a diverse population with CT images obtained on different scanners. A strong correlation existed between percentage opacification and the Lund-Mackay score (ρ = 0.85, P < .001). Both percentage opacification and the Lund-Mackay score exhibited moderate correlations with the Lund-Kennedy score (ρ = 0.58, P < .001, and ρ = 0.58, P < .001, respectively). The percentage osteitis correlated moderately with the Global Osteitis Scoring Scale (ρ = 0.48, P < .001). CONCLUSIONS: Our quantitative processing of sinus CT images provides objective measures that correspond well to established visual scoring methods. While automation is a clear benefit here, validation may be needed in a prospective, multi-institutional setting.

The Olfactory Cleft Endoscopy Scale: a multi-institutional validation study in chronic rhinosinusitis.

BACKGROUND: Olfactory dysfunction (OD) associated with chronic rhinosinusitis (CRS) remains quite challenging. Instruments to precisely assess olfactory cleft anatomy and their association with olfaction are needed. METHODS: The olfactory cleft endoscopy scale (OCES) was used to assess the olfactory cleft in healthy control subjects and a cohort of patients with CRS. Psychophysical and psychosocial olfactory function were assessed and correlations with OCES scores were measured. RESULTS: Control subjects and subjects with CRS with nasal polyps (CRSwNP) and CRS without nasal polyps (CRSsNP) were enrol- led. OCES correlated with both psychophysical and psychosocial olfaction, as measured by threshold, discrimination and identi- fication (TDI) scores and Questionnaire on Olfactory Disorders (QOD-NS) scores for all case and control subjects combined. OCES improved in both CRS groups postoperatively with the highest correlation seen in postoperative olfaction in CRSwNP patients. CRS patients who achieve near perfect OCES and sinus endoscopy scores after surgery have olfactory metrics that are indistin- guishable from controls regardless of polyp status. CONCLUSIONS: The OCES is a valid olfactory-specific measure that demonstrates strong validity and provides complimentary infor- mation to traditional sinus endoscopy to aid in our understanding of OD associated with CRS.

Primary tracheoesophageal puncture and cricopharyngeal myotomy in stapler-assisted total laryngectomy.

OBJECTIVE: To evaluate the utility of the hybrid tracheoesophageal puncture procedure in stapler-assisted laryngectomy. METHODS: Patients who underwent total laryngectomy at a single institution from 2009 to 2015 were reviewed. The interventions assessed were surgical creation of a tracheoesophageal puncture and placement of a voice prosthesis. The outcomes measured included voicing ability and valve failure. RESULTS: Thirty-nine patients underwent total laryngectomy or pharyngolaryngectomy. Of these, nine underwent stapler-assisted laryngectomy; seven of the nine patients underwent concurrent stapler-assisted laryngectomy, cricopharyngeal myotomy and a hybrid tracheoesophageal puncture procedure. These seven patients were the focus of this review. Successful voicing and oral alimentation was achieved in all patients. Mean time to phonation was 30 days (range, 7-77 days) and mean time to first valve change was 90 days (range, 35-117 days). CONCLUSION: Primary tracheoesophageal puncture with concurrent voice prosthesis placement and cricopharyngeal myotomy is easily performed with stapler-assisted laryngectomy. The hybrid tracheoesophageal puncture procedure is a simple method that enables a single operator to achieve primary tracheoesophageal puncture and valve placement; in addition, it facilitates concurrent cricopharyngeal myotomy.

Serum salicylate levels in a breast fed infant.

All drugs should be given with caution to pregnant or breast feeding women. Recent concern about the role of salicylates in the aetiology of Reye's syndrome has prompted the DHSS to restrict the use of aspirin in children. The case of a 9 week old breast fed infant whose serum contained 0.47 mmol/l of salicylate is reported. Her mother was taking aspirin 2.4 g/day, and it is concluded that salicylates must not be taken by breast feeding mothers.

Asymptomatic primary biliary cirrhosis. A progress report on long-term follow-up and natural history.

Thirty-six patients presenting with asymptomatic primary biliary cirrhosis have been followed for a median period of 11.4 yr, extending by 5 yr a previously reported median follow-up study of 6 yr. Life table survival analysis indicates that the overall survival of this subgroup of patients with primary biliary cirrhosis continues to remain similar to that of the general population (p = 0.91). Over this period, 15 patients developed symptoms and 8 patients died, 6 from liver disease; 21 patients remained in an asymptomatic state. Portal granulomas on initial liver biopsy were the only finding that correlated with a normal survival and a continued asymptomatic state (p = 0.03). In contrast, associated autoimmune disorders (thyroiditis, sicca syndrome, CRST syndrome, Raynaud's phenomenon) correlated with decreased survival (p = 0.01). No other clinical, laboratory, or histologic features correlated with survival or the development of symptoms. This extended follow-up study (median 11.4 yr) indicates that many patients with asymptomatic primary biliary cirrhosis have a benign outcome. Although 42% developed signs or symptoms of progressive disease at variable times up to 14 yr from presentation, the group survival remained similar to the general population.

Re-evaluation of saliva for monitoring theophylline concentrations.

Variability of the mixed saliva/plasma theophylline relation was examined in seven children aged 2 to 13 years. Good correlation between plasma and saliva concentrations was found, but on the three occasions there was considerable inter- and intrapatient variability. There was no significant or consistent relation between unstimulated and stimulated saliva concentrations or between saliva concentrations and sample volumes. Plasma theophylline concentrations cannot be predicted accurately from saliva values.

Theophylline dose prediction.

Two methods of predicting the optimal dose of theophylline in children aged 2 to 13 years were assessed. The observed plasma concentration was within 95% confidence limits of that predicted on eight of 14 occasions using a traditional multiple point pharmacokinetic method. Using a nomogram derived from the plasma concentration 6 hours after dosing and the logarithm of the calculated dose, which were significantly correlated, there was a significant relation between the dose predicted and the actual dose required to produce a concentration of 55 mumol/l.

Cavitary pulmonary sarcoidosis.

A 25-year-old woman was initially seen with hilar adenopathy and bilateral cavitary lesions. No cause for these roentgenographic abnormalities other than sarcoidosis could be determined. In contrast to what is usually found in acute sarcoidosis, the bronchoalveolar lavage fluid from this patient contained a normal number of lymphocytes and an increased number of multinucleated giant cells. These findings raise the possibility that patients with acute sarcoidosis and cavitation have an atypical form of this disease. Even though cavitation in acute sarcoidosis is rare, this disorder must be considered in making the differential diagnosis of cavitary lung disease.

Rebound rib: stress-induced first rib fracture.

Reported are two cases of stress-induced fracture of the first rib in young, healthy basketball players. Presumably the fractures resulted from violent contraction of the scalene musculature. This is the usual method of production of stress-induced first rib fracture, but basketball-related cases have not been reported previously. This entity probably is underdiagnosed, and is amenable to conservative outpatient management in most cases.

Bilateral scapular fractures from low-voltage electrical injury.

Bilateral, characteristically distributed fractures of the scapula occur from low-voltage electrical injury due to tetanic muscle contraction involving the upper extremities and shoulder girdles. We present the case of a 43-year-old man who sustained bilateral scapular fractures after exposure to a 440-volt, 60 cycle-per-second current passing briefly through his upper extremities. Conservative management, consisting of shoulder immobilization, analgesia, and progressively physical therapy, led to healing of the fractures over six weeks with essentially normal shoulder function after a follow-up period of six months. The absence of an associated fall or other direct trauma should not dissuade the physician from the diagnosis of scapular fractures in electrical injury.