Asymmetric-Based Residual Shrinkage Encoder Bearing Health Index Construction and Remaining Life Prediction.

Predicting the remaining useful life (RUL) of bearings is crucial for maintaining the reliability and availability of mechanical systems. Constructing health indicators (HIs) is a fundamental step in the methodology for predicting the RUL of rolling bearings. Traditional HI construction often involves determining the degradation stage of the bearing by extracting time-frequency domain features from raw data using a priori knowledge and setting artificial thresholds; this approach does not fully utilize the vibration information in the bearing data.

Gearbox Fault Diagnosis Method in Noisy Environments Based on Deep Residual Shrinkage Networks.

Gearbox fault diagnosis is essential in the maintenance and preventive repair of industrial systems. However, in actual working environments, noise frequently interferes with fault signals, consequently reducing the accuracy of fault diagnosis. To effectively address this issue, this paper incorporates the noise attenuation of the DRSN-CW model.

A Retrospective Study to Evaluate the Role of Dynamic Fracture Mobility in the Conservative Treatment of Osteoporotic Vertebral Compression Fractures.

Objective: To investigate whether dynamic fracture mobility could affect the outcome of conservative treatment in patients with acute osteoporotic vertebral compression fracture (OVCF).

Methods: A total of 158 patients who underwent conservative treatment in our hospital for painful OVCFs were included in this study and their data were retrospectively analyzed. According to the degree of pain relief, patients were divided into an excellent efficacy group and a poor efficacy group.

The Value of Dynamic Fracture Mobility in Determining the Optimum Operation Choice for Acute Osteoporotic Vertebral Compression Fracture.

Purpose: This retrospective study aimed to verify whether the use of a balloon in balloon kyphoplasty (BKP) could offer a higher degree of vertebral height restoration and deformity correction than percutaneous vertebroplasty (PVP) after adjustment for preoperative dynamic fracture mobility. We expect that this research will help surgeons to determine the optimum operation choice (PVP or BKP) for treating osteoporotic vertebral compression fractures (OVCFs).

Patients And Methods: We evaluated retrospectively 262 patients who were treated by PVP or BKP for acute, single-level OVCF at our institution from July 2015 to July 2019.

A Retrospective Study to Evaluate the Effect of Dynamic Fracture Mobility on Cement Leakage in Percutaneous Vertebroplasty and Percutaneous Kyphoplasty in 286 Patients with Osteoporotic Vertebral Compression Fractures.

BACKGROUND Cement leakage is the most common complication following percutaneous vertebroplasty (PVP) and percutaneous kyphoplasty (PKP) for osteoporotic vertebral compression fractures (OVCFs). Dynamic fracture mobility was determined by comparing preoperative standing lateral radiographs with intraoperative prone lateral radiographs. This retrospective study from a single center aimed to evaluate the effect of dynamic fracture mobility on cement leakage in PVP and PKP in 286 patients with OVCFs.

ACR TI-RADS and ATA ultrasound classifications are helpful for the management of thyroid nodules located in the isthmus.

Purpose: To compare the application value of the American College of Radiology (ACR) Thyroid Imaging Reporting and Data System (TI-RADS) and the American Thyroid Association (ATA) guidelines in the risk stratification of thyroid isthmic nodules.

Methods: A total of 315 patients with thyroid isthmic nodules (315 nodules) confirmed by surgical pathology or fine-needle aspiration biopsy (FNAB) were selected in this retrospective study. The nodules were evaluated and classified according to ACR TI-RADS and the ATA guidelines.

A prospective randomized trial evaluating two different tensioning techniques for medial patellofemoral ligament reconstruction.

Background: In the literature, graft tension was mostly assessed under direct arthroscopy vision for a MPFL reconstruction. The purpose of this study was to prospectively assess the outcomes of MPFL reconstruction with graft tension of self-balance technique in comparison with arthroscopy-view technique.

Methods: Sixty patients with recurrent patellar dislocation were randomly divided into two groups to undergo MPFL reconstruction with graft tension either by the self-balance technique (SB group) or the arthroscopy-view technique (AV group).

Patterns of Neurological Recovery After Anterior Decompression With Fusion and Posterior Decompression With Laminoplasty for the Treatment of Multilevel Cervical Spondylotic Myelopathy.

Study Design: The pattern of neurological recovery in the overall modified Japanese Orthopedic Association scores, upper limb function score, and lower limb function score after surgical decompression for patients suffering from multilevel cervical spondylotic myelopathy (CSM) were analyzed in this independent retrospective study.

Objective: The primary objective of this retrospective study was to compare the upper and lower limb function changes after anterior decompression with fusion versus posterior decompression with laminoplasty for patients suffering from multilevel CSM. An additional objective was to describe the neural recovery speed.

Late postpartum eclampsia complicated with posterior reversible encephalopathy syndrome: a case report and a literature review.

Posterior reversible encephalopathy syndrome (PRES) is a rare but serious clinical-neuroradiological entity characterized by headache, vomiting, visual disturbances, altered mental status, seizures, and unconsciousness associated with the characteristic imaging findings including sub-cortical vasogenic edema at the bilateral parietal and occipital lobes. We describe a case of 28-year-old PRES patient secondary to delayed maternal postpartum eclampsia. This patient was not initially diagnosed with pre-eclampsia and PRES.

Deep vein thrombosis after arthroscopic anterior cruciate ligament reconstruction in a patient with primary thrombocytopenia.

Deep vein thrombosis is a rare complication after arthroscopic anterior cruciate ligament reconstruction. We present a patient with primary thrombocytopenia who had deep vein thrombosis after arthroscopic anterior cruciate ligament reconstruction. The patient recovered well at a 2-year follow-up.

Comparison of 2 different techniques for anatomic reconstruction of the medial patellofemoral ligament: a prospective randomized study.

Background: The comparative clinical outcome of anatomic reconstruction of the medial patellofemoral ligament (MPFL) between the Y-graft technique and C-graft technique for chronic patellar instability is unknown.

Hypothesis: Anatomic reconstruction of the MPFL with a Y-graft technique (a Y-shaped graft: femoral fixation first with separate tensioning of the 2 bundles) would yield better clinical results than a C-graft procedure (a C-shaped graft: patellar fixation first with simultaneous tensioning of both bundles) for chronic patellar instability.

Study Design: Randomized controlled trial; Level of evidence, 2.