Unveiling transient current response in bilayer oxide-based physical reservoirs for time-series data analysis.

Physical reservoirs employed to map time-series data and analyze extracted features have attracted interest owing to their low training cost and mitigated interconnection complexity. This study reports a physical reservoir based on a bilayer oxide-based dynamic memristor. The proposed device exhibits a nonlinear current response and short-term memory (STM), satisfying the requirements of reservoir computing (RC). These characteristics are validated using a compact model to account for resistive switching (RS) via the dynamic evolution of the internal state variable and the relocation of oxygen vacancies. Mathematically, the transient current response can be quantitatively described according to a simple set of equations to correlate the theoretical framework with experimental results. Furthermore, the device shows significant reliability and ability to distinguish 4-bit inputs and four diverse neural firing patterns. Therefore, this work shows the feasibility of implementing physical reservoirs in hardware and advances the understanding of the dynamic response.

An Overview of Clinical Examinations in the Evaluation and Assessment of Arterial and Venous Insufficiency Wounds.

Arterial and venous insufficiency are two major causes of chronic wounds with different etiology, pathophysiology, and clinical manifestations. With recent advancements in clinical examination, clinicians are able to obtain an accurate diagnosis of the underlying disease, which plays an important role in the treatment planning and management of patients. Arterial ulcers are mainly caused by peripheral artery diseases (PADs), which are traditionally examined by physical examination and non-invasive arterial Doppler studies. However, advanced imaging modalities, such as computed tomography angiography (CTA) and indocyanine green (ICG) angiography, have become important studies as part of a comprehensive diagnostic process. On the other hand, chronic wounds caused by venous insufficiency are mainly evaluated by duplex ultrasonography and venography. Several scoring systems, including Clinical-Etiology-Anatomy-Pathophysiology (CEAP) classification, the Venous Clinical Severity Score (VCSS), the Venous Disability Score, and the Venous Segmental Disease Score (VSDS) are useful in defining disease progression. In this review, we provide a comprehensive overlook of the most widely used and available clinical examinations for arterial and venous insufficiency wounds.

Multichannel room response equalization with a broadened control region using a linearly constrained approach and sensor interpolation.

This paper describes a room response equalization technique based on an underdetermined multichannel inverse filtering (UMIF) and linearly constrained minimum variance (LCMV) approach. Not limited to the local control at the neighborhood of the measured control points, the proposed UMIF-LCMV system is capable of widening the effective equalization area of the reproduced sound field, with a large number of interpolated control points. Specifically, a constrained optimization problem is formulated to minimize the matching error at the interpolated control points while seeking precise matching at the measured control points. In practical implementation, only the frequency responses (FRs) associated with a limited number of control points need to be measured, whereas the FRs for the interpolated points are established by using a plane wave decomposition-based sensor interpolation technique. A two-stage procedure is developed to trim down plane wave components by using the least absolute shrinkage and selection operator (LASSO) algorithm and to obtain the complex amplitudes of the principal components. Simulations and objective and subjective experiments are conducted for a system comprising a linear loudspeaker array and a linear microphone array. The results have confirmed the efficacy of the proposed system in widening the effective listening area with only limited discrete measurements.

The Comparison of Functional Outcomes in Patients With Unilateral or Bilateral Intracapsular Mandibular Condylar Fractures After Closed or Open Treatment: A 10-Year Retrospective Study.

BACKGROUND: The treatment strategies for mandibular condylar head fractures, also known as intracapsular condylar fractures (ICFs), have not been concluded. We humbly present our treatment outcomes and share our experience in our department. AIMS AND OBJECTIVES: The aim of this study was to compare the functional outcomes between closed reduction (CR) and open reduction and internal fixation (ORIF) for management of unilateral or bilateral ICFs. MATERIALS AND METHODS: This 10-year retrospective cohort study included 71 patients with 102 ICFs who were treated in our department from May 2007 to August 2017. Nine patients mixed with extracapsular fractures were excluded; thus, 62 patients with 93 ICFs were included. All patients received treatment by the senior surgeon in Chang Gung Memorial Hospital, Linkou Branch, Taiwan. The patient's basic data, fracture morphologies, associated injuries, managements, complications, and maximal mouth opening (MMO) measurement at 1, 3, 6, and 12 months postoperative were reviewed for analysis. RESULTS: Among the 93 fractures, 31 (50%) were bilateral and 31 were unilateral (50%). Based on He's classification, 45 (48%) had type A fracture, 13 (14%) had type B, 5 (5%) had type C, 20 (22%) had type M, and 10 (11%) had no displacement. Maximal mouth opening of 37 mm in unilateral cases after 6 months was significantly higher than the 33-mm MMO in bilateral cases. In addition, the MMO in the ORIF group was significantly higher than that of the CR group in 3 months postoperative. Univariate (odds ratio, 4.92; P = 0.01) and multivariate (odds ratio, 4.76; P = 0.027) analyses revealed CR as an independent risk factor for trismus development compared with ORIF. Malocclusion was observed in 5 patients in both CR and ORIF groups. In addition, 1 patient developed temporomandibular joint osteoarthritis in the CR group. No surgical-related temporary or permanent facial nerve palsy was observed. CONCLUSIONS: Open reduction and internal fixation for condylar head fracture provided better recovery in MMO than CR, and the MMO recovery was less in bilateral condylar head fracture than unilateral condylar head fracture. Open reduction and internal fixation in ICFs have a lower risk for trismus development and should be the treatment of choice in selected cases.

Preliminary outcomes of the surgical navigation system combined with intraoperative three-dimensional C-arm computed tomography for zygomatico-orbital fracture reconstruction.

This study analyzed the outcomes of zygomatico-orbital fracture reconstruction using the real-time navigation system with intraoperative three-dimensional (3D) C-arm computed tomography (CT). Fifteen patients with zygomatico-orbital or isolated orbital/zygoma fractures were enrolled in this prospective cohort. For zygoma reduction, the displacement at five key sutures and the differences between preoperative and intraoperative CT images were compared. For orbital reconstruction, the bilateral orbital volume differences in the anterior, middle, and posterior angles over the medial transitional buttress were measured. Two patients required implant adjustment once after the intraoperative 3D C-arm assessment. On comparing the preoperative and postoperative findings for the zygoma, the average sum of displacement was 19.48 (range, 5.1-34.65) vs. 1.96 (0-3.95) mm (P < 0.001) and the deviation index was 13.56 (10-24.35) vs. 2.44 (0.6-4.85) (P < 0.001). For the orbit, the mean preoperative to postoperative bilateral orbital volume difference was 3.93 (0.35-10.95) vs. 1.05 (0.12-3.61) mm3 (P < 0.001). The mean difference in the bilateral angles at the transition buttress was significantly decreased postoperatively at the middle and posterior one-third. There was no significant difference in orbital volume, angle of the transition zone, and the sum of five zygoma distances between post operative results and preoperative virtual planning. The surgical navigation system with the intraoperative 3D C-arm can effectively improve the accuracy of zygomatico-orbital fracture reconstruction and decrease implant adjustment times.

The Effect of Arch Cartilage Graft and Tajima Reverse U Approach in the Secondary Reconstruction of Unilateral Cleft Lip Nasal Deformity.

ABSTRACT: Secondary cleft lip nasal deformity is complicated with wide spectrum of defect and varied reconstructive procedures. There has been no unanimous solution for a given problem. In case of a localized alar depression in unilateral cleft lip nasal deformity, the conchal cartilage applied as arch graft was proposed. Patients were recruited from database of craniofacial center who received Tajima method and arch cartilage graft. Inclusion criteria were patients with unilateral cleft lip nasal deformity after skeletal maturity. Through a reverse U incision, the lower lateral cartilage was dissected and released from the skin and the contralateral cartilage. The harvested conchal cartilage graft was trimmed to 25 to 30 by 8mm in size, and inserted as arch shape overlying the cleft side lower lateral cartilage. Transdomal fixation sutures were made. Outcome assessment was performed, and the nostril and alar dimensions were measured. Thirty-nine patients were eligible for evaluation of the surgical outcome. Majority of patients underwent simultaneous lip revision (97%). No surgery-related complications were noted in this series. Satisfaction to the nasal reconstruction was reported in 85% of patients. Further minor nasal revisions were performed in 6 patients (15%). Quantitative measurement showed statistically significant improvement in nostril height, alar height and alar width after the surgery. It is concluded that the Tajima reverse U approach plus arch cartilage graft is an effective method for secondary reconstruction of the unilateral cleft lip nasal deformity in selected patients presenting with cleft side alar depression.5.

Measuring patient-reported outcomes in orthognathic surgery: Linguistic and psychometric validation of the Mandarin Chinese version of FACE-Q instrument.

BACKGROUND: Orthognathic surgery is useful for correction of dental malocclusion and improvement of facial appearance. The FACE-Q is a patient-reported outcome instrument for evaluation of surgical and psychosocial effect. The purposes of this study were to conduct a linguistic validation of all FACE-Q scales to Mandarin Chinese, to test the orthognathic surgery-related scales for reliability and validity, and to evaluate the effect of orthognathic surgery. METHODS: All FACE-Q scales and checklists were translated from English to Mandarin Chinese according to international recommendations: forward translations, backward translation, and cognitive interviews. Psychometric testing of orthognathic surgery-related scales of translated version was administered to patients with facial deformities and history of orthognathic surgery (n = 53; 17 scales) or no history of orthognathic surgery (n = 44; 11 scales), and control subjects (n = 57; 11 scales). RESULTS: All FACE-Q scales and checklists were linguistically validated into Mandarin Chinese. The contents were confirmed valid among Mandarin Chinese-speaking population. The FACE-Q scales had excellent internal consistency (Cronbach's alpha >0.70) and discriminated (p < 0.05) well between patients before and after orthognathic surgeries and normal subjects. CONCLUSIONS: This study discovered significant benefit of orthognathic surgery on improving facial appearance and psychosocial function, as compared with the non-surgical patients and normal controls.

Functional Outcomes of Surgical Management of Mandibular Condylar Head Fractures.

BACKGROUND: Various procedures have been described for the management of mandibular condylar head fracture, but a standard treatment is not yet conclusive. This report describes our experience with osteosynthesis of condylar head fracture at Linkou Chang Gung Memorial Hospital. METHODS: Sixteen patients with unilateral or bilateral mandibular condylar head fractures diagnosed by computed tomography and treated by open reduction and internal fixation between August 2014 and September 2016 were retrospectively reviewed. A preauricular approach was consistently used for internal fixation with 2 microplates and 4 screws after anatomic reduction. Occlusion, maximum mouth opening (MMO), radiographic outcome, and complications were recorded. RESULTS: Mean ± SD patient age was 29.5 ± 11.4 years, and mean ± SD procedure time was 264.3 ± 83.1 minutes. Mean ± SD postoperative MMO was 23.5 ± 10.2 mm at 1 month, 34.1 ± 8.6 mm at 3 months, 39.1 ± 5.7 mm at 6 months, and 40.0 ± 6.8 at 1 year. Early recovery of MMO of greater than 30 mm was achieved by 13 patients at 3 months after open reduction and internal fixation. There were no major complications. CONCLUSIONS: Microplate fixation from the posterior aspect of the mandibular condylar head via the preauricular approach was safe for patients with mandibular condylar head fractures.

The impact of preoperative etiology on emergent pancreaticoduodenectomy for non-traumatic patients.

BACKGROUND: Emergent pancreaticoduodenectomy is a life-saving procedure in certain clinical scenarios when all the conservative treatment fails. The indications can be limited into perforation and bleeding. To clarify the impact of etiology on surgical outcomes of emergent pancreaticoduodenectomy for non-trauma, we analyzed our patients and performed a literature review. METHODS: We reviewed 931 consecutive pancreaticoduodenectomies performed at our institute between January 2001 and July 2015. Patients with emergent pancreaticoduodenectomy for non-trauma etiologies were enrolled, whereas those who suffered from caustic injuries were excluded. The keywords "emergent/emergency" and "pancreaticoduodenectomy/pancreatoduodenectomy" were applied in a literature search. The universally available data for all the enrolled patients including etiology, surgical complications, outcomes, and hospital stays were analyzed. Univariate and multivariate logistic analysis for the contributing factors to surgical mortality were performed. RESULTS: Six out of 931 (0.6%) registered pancreaticoduodenectomies matched our criteria of inclusion. The literature review obtained 4 series and 7 case reports, which when combined with our patients yielded a cohort of 31 emergent pancreaticoduodenectomies with 13 cases of perforation and 18 of bleeding. The rate of emergent pancreaticoduodenectomy for non-traumatic etiologies is similar between the present study and the other 3 series, ranging from 0.3 to 3%. The overall surgical complication rate was 83.9%. The rate of surgical mortality is significantly higher than in elective pancreaticoduodenectomy by propensity score matching with age and gender (19.4 versus 3.2%, P = 0.015). Univariate and multivariate logistic regression disclosed that etiology is the only preoperative risk factor for surgical mortality (perforation versus bleeding; odds ratio = 39.494, P = 0.031). CONCLUSIONS: Emergent pancreaticoduodenectomy remains a rare operation. Surgical morbidity and mortality are higher than with elective pancreaticoduodenectomy among different reported series. By sorting the preoperative etiologies into two groups, perforation carries a higher risk of surgical mortality than bleeding.

Targeted ultra-deep sequencing unveils a lack of driver-gene mutations linking non-hereditary gastrointestinal stromal tumors and highly prevalent second primary malignancies: random or nonrandom, that is the question.

The association of non-hereditary (sporadic) gastrointestinal stromal tumors (GISTs) and second primary malignancies is known to be nonrandom, although the underlying molecular mechanisms remain unknown. In this study, 136 of 749 (18.1%) patients with sporadic GISTs were found to have additional associated cancers, with gastrointestinal and genitourinary/gynecologic/breast cancers being the most prevalent. Gene mutations in GISTs and their associated colorectal cancers (CRCs) (n=9) were analyzed using a panel of 409 cancer-related genes, while a separate group of 40 sporadic CRCs not associated with GISTs served as controls. All 9 of the GISTs had either KIT (8 of 9) or PDGFRA (1 of 9) mutations that were not present in their associated CRCs. Conversely, all but one of the 9 GIST-associated CRCs exhibited an APC mutation, a TP53 mutation or both, while none of their corresponding GISTs harbored either APC or TP53 mutations. The genetic profile of CRCs with and without associated GISTs did not differ. Although population-based studies and case series worldwide, including ours, have unanimously indicated that the GIST-CRC association is nonrandom, our targeted ultra-deep sequencing unveiled a lack of driver-gene mutations linking sporadic GISTs to highly prevalent second primaries. Further studies are needed to elucidate other genetic alterations that may be responsible for this puzzling contradiction.