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  • Open Access

    ARTICLE

    Differentially Private Real-Time Streaming Data Publication Based on Sliding Window Under Exponential Decay

    Lan Sun1, Chen Ge1, Xin Huang1, Yingjie Wu1,*, Yan Gao2

    CMC-Computers, Materials & Continua, Vol.58, No.1, pp. 61-78, 2019, DOI:10.32604/cmc.2019.03744

    Abstract Continuous response of range query on steaming data provides useful information for many practical applications as well as the risk of privacy disclosure. The existing research on differential privacy streaming data publication mostly pay close attention to boosting query accuracy, but pay less attention to query efficiency, and ignore the effect of timeliness on data weight. In this paper, we propose an effective algorithm of differential privacy streaming data publication under exponential decay mode. Firstly, by introducing the Fenwick tree to divide and reorganize data items in the stream, we achieve a constant time complexity… More >

  • Open Access

    ARTICLE

    A Privacy-Preserving Image Retrieval Based on AC-Coefficients and Color Histograms in Cloud Environment

    Zhihua Xia1,*, Lihua Lu1, Tong Qiu1, H. J. Shim1, Xianyi Chen1, Byeungwoo Jeon2

    CMC-Computers, Materials & Continua, Vol.58, No.1, pp. 27-43, 2019, DOI:10.32604/cmc.2019.02688

    Abstract Content based image retrieval (CBIR) techniques have been widely deployed in many applications for seeking the abundant information existed in images. Due to large amounts of storage and computational requirements of CBIR, outsourcing image search work to the cloud provider becomes a very attractive option for many owners with small devices. However, owing to the private content contained in images, directly outsourcing retrieval work to the cloud provider apparently bring about privacy problem, so the images should be protected carefully before outsourcing. This paper presents a secure retrieval scheme for the encrypted images in the… More >

  • Open Access

    ARTICLE

    Using Imbalanced Triangle Synthetic Data for Machine Learning Anomaly Detection

    Menghua Luo1,2, Ke Wang1, Zhiping Cai1,*, Anfeng Liu3, Yangyang Li4, Chak Fong Cheang5

    CMC-Computers, Materials & Continua, Vol.58, No.1, pp. 15-26, 2019, DOI:10.32604/cmc.2019.03708

    Abstract The extreme imbalanced data problem is the core issue in anomaly detection. The amount of abnormal data is so small that we cannot get adequate information to analyze it. The mainstream methods focus on taking fully advantages of the normal data, of which the discrimination method is that the data not belonging to normal data distribution is the anomaly. From the view of data science, we concentrate on the abnormal data and generate artificial abnormal samples by machine learning method. In this kind of technologies, Synthetic Minority Over-sampling Technique and its improved algorithms are representative More >

  • Open Access

    ARTICLE

    Stability Analysis of Transfer Alignment Filter Based on the μ Theory

    Lihua Zhu1, Yu Wang1, Lei Wang2, Zhiqiang Wu1,*

    CMC-Computers, Materials & Continua, Vol.59, No.3, pp. 1015-1026, 2019, DOI:10.32604/cmc.2019.05656

    Abstract The performance of the transfer alignment has great impact on inertial navigation systems. As the transfer alignment is generally implemented using a filter to compensate the errors, its accuracy, rapidity and anti-disturbance capability are key properties to evaluate the filtering process. In terms of the superiority in dealing with the noise, H∞ filtering has been used to improve the anti-disturbance capability of the transfer alignment. However, there is still a need to incorporate system uncertainty due to various dynamic conditions. Based on the structural value theory, a robustness stability analysis method has been proposed for More >

  • Open Access

    RESIDENT’S CORNER

    Bilateral hydronephrosis and acute kidney injury secondary to pelvis lipomatosis

    Wesley Baas, Blake O’Connor, Ahmed El-Zawahry

    Canadian Journal of Urology, Vol.25, No.1, pp. 9217-9219, 2018

    Abstract A 57-year-old African American male presented with vague abdominal pain and bilateral flank pain. The patient was found to have bilateral hydronephrosis and significant renal function impairment secondary to pelvic lipomatosis. Pelvic lipomatosis represents a clinically-diagnosed unique cause of ureteral obstruction and subsequent renal impairment. We present a case report of newly diagnosed pelvic lipomatosis, the clinical and imaging characteristics for diagnosis, and its conservative management with serial ureteral stent exchanges. More >

  • Open Access

    RESIDENT’S CORNER

    T4 urothelial carcinoma in undiagnosed closed bladder exstrophy in a post-menopausal female

    Brian J. McArdle, Patricia Vidal, Sarah P. Psutka, Courtney M.P. Hollowell

    Canadian Journal of Urology, Vol.25, No.1, pp. 9214-9216, 2018

    Abstract It is rare to see an adult presenting with exstrophy of the bladder. Malignant conversion in exstrophy occurs in 4%, with adenocarcinoma as the most common histopathology. We report the first case of metastatic high grade urothelial carcinoma with squamous and sarcomatoid differentiation arising from undiagnosed, closed bladder exstrophy in a female at advanced age with associated bilateral deep vein thrombosis and clot retention. The patient developed clinical progression of disease despite neoadjuvant gemcitabine-cisplatin and salvage (or palliative) radiotherapy. To the best of our knowledge, this is the first reported case of a primary urothelial More >

  • Open Access

    RESIDENT’S CORNER

    Retroperitoneal Leydig cell tumor recurrence presenting 14 years after orchiectomy

    Nicholas H. Chakiryan1, Phil W. Raess2, Kevin Turner2, Jason C. Hedges1, Jen-Jane Liu1

    Canadian Journal of Urology, Vol.25, No.1, pp. 9210-9213, 2018

    Abstract Malignant Leydig cell tumor is a rare entity that has been previously described as rapidly progressive and uniformly fatal. We present the case of a malignant Leydig cell tumor that presented 14 years after orchiectomy with an isolated retroperitoneal metastasis. Our patient underwent a retroperitoneal lymph node dissection and has been free of recurrence or progression at 12 months of follow up. Additionally, we describe the symptomatic hormone dysfunction experienced by our patient as a result of his tumor. More >

  • Open Access

    ARTICLE

    Fluoroless-ureteroscopy for definitive management of distal ureteral calculi: randomized controlled trial

    Ahmed Mohey, Mohamed Alhefnawy, Mostafa Mahmoud, Rabea Gomaa, Tarek Soliman, Shabieb Ahmed, Yasser A. Noureldin

    Canadian Journal of Urology, Vol.25, No.1, pp. 9205-9209, 2018

    Abstract Introduction: This study aims to assess the conversion rate during fluoroless ureteroscopy (URS) and evaluate its feasibility, safety, and efficacy as a definitive management approach for distal ureteral calculi.
    Materials and methods: Between May 2013 and August 2015, patients with radio-opaque distal ureteral stones ≤ 1 cm in size were randomized to undergo either fluoroless-URS or standard URS. Exclusion criteria included prior ureteral surgery, ureteral kinking or stricture, single kidney, additional proximal ureteral or renal stones, uncontrolled coagulopathy, and/or congenital urinary tract anomalies. Patient demographics, stone characteristics, operative data, stone-free status, and complications were compared between the… More >

  • Open Access

    ARTICLE

    Urine kidney injury markers do not increase following gastric bypass: a multi-center cross-sectional study

    Bryan D. Hinck1, Ricardo Miyaoka1, James E. Lingeman2, Dean G. Assimos3, Brian R. Matlaga4, Rocky Pramanik5, John Asplin5, Benjamin Cohen1, Manoj Monga1

    Canadian Journal of Urology, Vol.25, No.1, pp. 9199-9204, 2018

    Abstract Introduction: This study aims to determine whether markers of kidney injury correlate with urinary oxalate excretion. If such a relationship exists, these biomarkers could serve as early predictors of oxalate nephropathy. Gastric bypass surgery for obesity is known to be associated with postoperative hyperoxaluria, which can lead to urolithiasis and renal damage.
    Materials and methods: Patients were recruited from four large academic medical centers at least six months after undergoing gastric bypass surgery. Participants provided a spot urine sample for analysis of three established biomarkers of kidney injury: 8-iso-Prostaglandin F, N-acetyl-β-D-glucosaminidase, and neutrophil gelatinase-associated lipocalin. In addition, 24-hour… More >

  • Open Access

    ARTICLE

    African-American men with prostate cancer have larger tumor volume than Caucasian men despite no difference in serum prostate specifc antigen

    Jay G. Fuletra1, Anastasiya Kamenko2, Frederick Ramsey3, Daniel D. Eun2, Adam C. Reese2

    Canadian Journal of Urology, Vol.25, No.1, pp. 9193-9198, 2018

    Abstract Introduction: Prior studies suggest that among men with low-grade prostate cancer, African American (AA) men produce less prostate-specific antigen (PSA) than Caucasians. We investigated racial differences in PSA, PSA density (PSAD), and tumor volume among men with prostate cancer, regardless of tumor grade. If present, these differences would suggest that AA men may benefit from different screening, surveillance, and treatment regimens compared to Caucasians.
    Materials and methods: We identified men from our institutional prostate cancer database who underwent radical prostatectomy between 2012 and 2015. Clinicopathologic parameters were compared by race. Multivariable linear regression was then performed to… More >

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