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Automatic speech analysis for the assessment of patients with predementia and Alzheimer's disease

König, Alexandra; Satt, Aharon; Sorin, Alexander; Hoory, Ron; Toledo-Ronen, Orith; Derreumaux, Alexandre; Manera, Valeria; Verhey, Frans; Aalten, Pauline; Robert, Phillipe H; David, Renaud
BACKGROUND:To evaluate the interest of using automatic speech analyses for the assessment of mild cognitive impairment (MCI) and early-stage Alzheimer's disease (AD). METHODS:Healthy elderly control (HC) subjects and patients with MCI or AD were recorded while performing several short cognitive vocal tasks. The voice recordings were processed, and the first vocal markers were extracted using speech signal processing techniques. Second, the vocal markers were tested to assess their "power" to distinguish among HC, MCI, and AD. The second step included training automatic classifiers for detecting MCI and AD, using machine learning methods and testing the detection accuracy. RESULTS:The classification accuracy of automatic audio analyses were as follows: between HCs and those with MCI, 79% ± 5%; between HCs and those with AD, 87% ± 3%; and between those with MCI and those with AD, 80% ± 5%, demonstrating its assessment utility. CONCLUSION/CONCLUSIONS:Automatic speech analyses could be an additional objective assessment tool for elderly with cognitive decline.
PMCID:4876915
PMID: 27239498
ISSN: 2352-8729
CID: 5181802

Anterolateral approach to the lower cervical spine: a step-by-step description

Sorin, Alexander; Voigt, Erich P; McCance, Sean E; Rossi, Anthony M Jr; Lessow, Alexa S
The anterolateral approach is a popular and safe method of exposing the lower cervical spine (levels C3 to T1) for management of cervical spine disease. We present a description of the technique we use in conducting the procedure, a review of the literature, and a retrospective chart review of 30 consecutive patients who underwent cervical spine exposure via a left anterolateral approach. All patients had an uneventful perioperative course, and the two patients who experienced postprocedure symptoms recovered completely within 1 month without treatment
PMID: 18561107
ISSN: 0145-5613
CID: 81064

Recurrent periorbital cellulitis: an unusual clinical entity [Case Report]

Sorin, Alexander; April, Max M; Ward, Robert F
OBJECTIVES: To discuss the cause and management of recurrent periorbital cellulitis (RPOC). STUDY DESIGN: Retrospective case series and review of literature. MATERIALS AND METHODS: In the past 11 years, we have treated 6 patients for recurrent periorbital cellulitis (RPOC). Inclusion criteria were a minimum of 3 episodes of periorbital cellulitis (POC) within a 1-year period, with interval convalescence lasting at least 1 month. All patients were followed for at least 1 year after resolution. RESULTS: The causes of RPOC were as follows: (1) 2 patients developed RPOC attributed to environmental allergies; (2) 1 was diagnosed with underlying recurrent sinusitis resistant to medical management with resolution attained through surgery; (3) 1 patient with vesicular RPOC was diagnosed with herpetic RPOC and treated medically with antiviral therapy; (4) 1 patient had allergic contact dermatitis from cosmetic make-up use; and (5) 1 patient was suspected of malingering via repeat subcutaneous self-injection of an irritant. CONCLUSIONS: Although periorbital cellulitis is a commonly encountered and treatable condition, recurrent periorbital cellulitis is rare and may be challenging to manage. In our experience, the causes of recurrence varied, but resolution was achieved by identifying the underlying cause through continuous clinical reassessment and by appropriate medical or surgical management. EBM rating: C-4
PMID: 16399197
ISSN: 0194-5998
CID: 62352

Predicting decannulation outcomes after distraction osteogenesis for syndromic micrognathia

Sorin, Alexander; McCarthy, Joseph G; Bernstein, Joseph M
OBJECTIVES: To characterize the airway anatomy by upper endoscopy in children with syndromal mandibular hypoplasia and to determine whether predistraction endoscopy is predictive of the likelihood of successful outcomes after mandibular distraction. STUDY DESIGN: Retrospective chart review. METHODS: Assessment of the upper airway by subsites was qualitatively extrapolated into a devised 4-point scale. Upper airways were characterized and evaluated in patients on the basis of decannulation outcomes after distraction. RESULTS: Of the 20 patients, 12 were decannulated, and 6 remain tracheostomy dependent. The average compiled preoperative airway obstruction scores in decannulated patients (2.25) compared with those who failed decannulation (2.36) was not statistically significant (P =.291). A significant change after distraction was noted only at the levels of the oropharynx and supraglottis (P <.001). The average airway scores at these subsites in decannulated patients improved from a mean of 3.46 to 2.17 (P =.002). In patients who failed decannulation, the pre- and postdistraction scores also improved from 3.92 to 2.50 (P =.026). Analysis of the average postdistraction airway scores in decannulated patients (2.17) compared with failures (2.5) failed to reveal a significant difference (P =.375), suggesting that some patients remain tracheostomy dependent despite adequate mandibular expansion. Preoperative airway scores in the two groups were statistically equivocal and, therefore, not predictive of the likelihood of decannulation. CONCLUSIONS: Preoperative airway endoscopy alone is not predictive of the likelihood of successful decannulation after distraction osteogenesis. Comparison of the airway patency after distraction revealed statistically equivocal airway caliber, suggesting that some children fail to advance to decannulation despite adequate mandibular distraction
PMID: 15454778
ISSN: 0023-852x
CID: 47844

Ambulatory powered intracapsular tonsillectomy and adenoidectomy in children younger than 3 years

Bent, John P; April, Max M; Ward, Robert F; Sorin, Alexander; Reilly, Brian; Weiss, Gregg
OBJECTIVES: (1) To assess the safety and efficacy of outpatient intracapsular tonsillectomy, which has been recently described as a less invasive means of treating obstructive tonsillar hypertrophy, in children younger than 3 years; and (2) to challenge the standard dictum that children younger than 3 years should be admitted to the hospital after tonsil and adenoid surgery. DESIGN: Retrospective cohort study via medical chart review and telephone interview. SETTING: Pediatric otolaryngology group practice with academic affiliation.Patients Children with symptomatic tonsillar and adenoid hypertrophy (n = 226) who underwent microdebrider-assisted intracapsular tonsillectomy between September 1, 2000, and October 1, 2002. METHODS: Comparison of study group (children <3 years old, n = 38; mean age, 30.3 months; 20 boys and 18 girls) with control group (children > or =3 years, n = 188), measuring pain, oral intake, analgesic requirements, complications, need for readmission, and relief of symptoms. RESULTS: There were no statistically significant differences in pain, oral intake, or analgesic requirements. All children, regardless of age, were discharged home within 4 hours of surgery. No child in either group required readmission, and there were no complications related to the time of discharge. Younger children experience equivalent symptomatic improvement. CONCLUSION: Children younger than 3 years may undergo intracapsular tonsillectomy as outpatients without sacrificing safety or efficacy
PMID: 15492168
ISSN: 0886-4470
CID: 94232

Surgical management of complications after hearing aid fitting [Case Report]

Kohan, Darius; Sorin, Alexander; Marra, Stephen; Gottlieb, Marc; Hoffman, Ronald
OBJECTIVES: Standard procedures for hearing aid fitting performed in accordance with established guidelines are well tolerated, safe, and effective. In this article, we present unusual complications after hearing aid fitting that required surgical management. METHODS: Four otologists at a major university center with a combined 65 years of experience performed a retrospective analysis of their surgical practice. Six patients were identified that had encountered severe complications from improper earmold fitting that required surgical intervention. RESULTS: One patient had a perforation of the tympanic membrane with earmold material found to have migrated into the middle ear cleft. The tympanic membrane healed spontaneously, resulting in persistent otalgia and a maximum air-bone gap. The earmold cast was successfully removed by means of a tympanomastoidectomy. Two patients with presbycusis and normal ear canals developed eardrum perforations and conductive hearing deficits. In both patients, earmold material was found partially occupying the middle ear cleft and removed by way of a transcanal approach. Three patients with prior canal wall down mastoidectomy defects and narrow external ear canals required microtoscopy under general anesthesia or canaloplasty for removal of impacted material. CONCLUSION: Proper fitting of hearing aids performed by well-trained medical professionals results in a very low incidence of significant complications. Perforation of the tympanic membrane with impaction of earmold material in the middle ear or mastoid bowl may occur and can be successfully managed by standard otologic surgical techniques
PMID: 14755211
ISSN: 0023-852x
CID: 42599

Complications of microdebrider-assisted powered intracapsular tonsillectomy and adenoidectomy

Sorin, Alexander; Bent, John P; April, Max M; Ward, Robert F
OBJECTIVES: To study complications of powered intracapsular tonsillectomy and adenoidectomy (PITA) in pediatric patients with obstructive sleep apnea (OSA). STUDY DESIGN: Retrospective chart review and long-term follow-up in office or by telephone interview. METHODS: We studied 278 patients who underwent PITA between September 2000 and October 2002. Outcome measures were postoperative bleeding, velopharyngeal insufficiency, need for hospital readmission, tonsil regrowth, and return of snoring or sleep apnea symptoms. RESULTS: All 278 children treated by PITA had immediate resolution of symptoms of OSA. Complications were noted in 11 patients (3.9%). Nine patients (3.2%) experienced tonsil regrowth with snoring, two of whom evolved to a return of OSA that was definitively managed by means of a complete tonsillectomy. Two patients (0.7%) had self-limited bleeding. None of the patients developed persistent velopharyngeal insufficiency or required hospital readmission. CONCLUSIONS: Microdebrider-assisted PITA is a safe and effective alternative for children otherwise treated with traditional tonsillectomy for symptoms of OSA due to adenotonsillar hypertrophy. This series suggests a 3.9% overall rate of complications, with the most common noted as tonsillar regrowth without recurrence of OSA. Prospective trials with longer follow-up may define higher complication rates
PMID: 14755207
ISSN: 0023-852x
CID: 94233

Revision stapes surgery: the malleus to oval window wire-piston technique

Kohan, Darius; Sorin, Alexander
OBJECTIVE: To determine the effectiveness of the malleus to oval window wire-piston revision stapes surgery technique. STUDY DESIGN: A retrospective analysis of 243 stapes procedures performed by the senior author over a 10-year period identified 15 revisions. Five patients underwent a malleus to oval window wire-piston technique. All patients were followed for at least 6 months. The surgical outcome including audiologic data and complications are noted. METHODS: Stapes surgery was performed on an ambulatory basis by way of a transcanal approach under local anesthesia with monitored sedation by the same surgeon using a laser technique and a stapes wire-piston prosthesis. RESULTS: Among revision stapes procedures, there was no significant difference in the air-bone gap closure or complication rate between the incus to oval window and the malleus to oval window techniques. The average preoperative air-bone gap in all revisions was 32 dB, whereas the mean postoperative gap was 10 dB hearing loss. CONCLUSIONS: In experienced hands, revision stapes surgery using the malleus to oval window stapes wire-piston prosthesis is safe and effective
PMID: 12972927
ISSN: 0023-852x
CID: 39071