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118 results on '"Qian, Jiale"'

1. The application of deep learning image reconstruction in dual-energy CT virtual non-contrast CT urography

Author

QIAN Jiale, FAN Jing, ZHU Hong, WANG Luotong, KONG Deyan

Subjects
ct urography, dual-energy, ct deep learning image reconstruction, virtual non-contrast image, renal calculus, Medicine
Abstract

Objective To investigate the effect of dual-energy CT (DECT) virtual non-contrast (VNC) images reconstructed by deep learning image reconstruction (DLIR) on the image quality and measurements of renal calculus in CT urography (CTU). Methods The clinical and imaging data of 90 patients who underwent abdominal and pelvic non-contrast CT examination followed by a nephrographic-phase DE CTU during September 2022 to April 2023 were retrospectively analyzed. The non-contrast CT images were reconstructed with ASIR-V with 70% weight (TNC-AR70). Four groups of VNC images were reconstructed based on medium level and high level DLIR for venous phase and delay phase, namely venous phase-VNC-DLIR medium (VP-VNC-DM), venous phase-VNC-DLIR high (VP-VNC-DH), delay phase-VNC-DLIR medium (DP-VNC-DM), and delay phase-VNC-DLIR high (DP-VNC-DH). The radiation doses of TNC and VNC in venous phase and delay phase were recorded. The mean CT value, image noise (SD), signal-to-noise ratio (SNR) and contrast-to-noise (CNR) were recorded and compared among the five groups. Two radiologists independently assessed the overall image qua-lity and lesion visibility with 5-point Likert scale. Additionally, according to results of TNC, Bland-Altman was used to analyze the measurement differences between VNC and TNC in mean CT value and mean size of renal calculus. Results In the objective assessments, the image quality of the VNC-DH group was better than that of TNC-AR70, and there was no statistically significant difference in CT value among the five groups of images (P>0.05). DP-VNC-DH showed the lowest SD and the highest SNR and CNR values. In the subjective assessments, DP-VNC-DH achieved the best subject scores on image qua-lity, and VP-VNC-DH achieved the best subject scores on lesion visibility. Furthermore, Bland-Altman analysis showed that there was a strong overall agreement between VNC and TNC for renal calculus characterization (all P>0.005). Conclusions VNC generated by DLIR may provide high-quality image compared with the non-contrast images reconstructed with ASIR-V 70% in CTU.The combination of the VNC images generated by DLIR-H from venous phase and delay phase could replace TNC scanning,reducing the radiation dose of CTU scans.

Published
2024
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6. Singer Identification Using Deep Timbre Feature Learning with KNN-Net

Author

Zhang, Xulong, Qian, Jiale, Yu, Yi, Sun, Yifu, and Li, Wei

Subjects
Computer Science - Sound, Electrical Engineering and Systems Science - Audio and Speech Processing
Abstract

In this paper, we study the issue of automatic singer identification (SID) in popular music recordings, which aims to recognize who sang a given piece of song. The main challenge for this investigation lies in the fact that a singer's singing voice changes and intertwines with the signal of background accompaniment in time domain. To handle this challenge, we propose the KNN-Net for SID, which is a deep neural network model with the goal of learning local timbre feature representation from the mixture of singer voice and background music. Unlike other deep neural networks using the softmax layer as the output layer, we instead utilize the KNN as a more interpretable layer to output target singer labels. Moreover, attention mechanism is first introduced to highlight crucial timbre features for SID. Experiments on the existing artist20 dataset show that the proposed approach outperforms the state-of-the-art method by 4%. We also create singer32 and singer60 datasets consisting of Chinese pop music to evaluate the reliability of the proposed method. The more extensive experiments additionally indicate that our proposed model achieves a significant performance improvement compared to the state-of-the-art methods., Comment: Published as a conference paper at ICASSP 2021

Published
2021

7. SepMLP: An All-MLP Architecture for Music Source Separation

Author

Qian, Jiale, Gao, Yongwei, Wei, Weixing, Zhao, Jiahao, Li, Wei, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Shao, Xi, editor, Qian, Kun, editor, Wang, Xin, editor, and Zhang, Kejun, editor

Published
2023
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8. Improving Pathological Voice Detection: A Weakly Supervised Learning Method

Author

Wei, Weixing, Wen, Liang, Qian, Jiale, Shan, Yufei, Wang, Jun, Li, Wei, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Li, Yong, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Oneto, Luca, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zamboni, Walter, Series Editor, Zhang, Junjie James, Series Editor, Shao, Xi, editor, Qian, Kun, editor, Wang, Xin, editor, and Zhang, Kejun, editor

Published
2023
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43. Mutation screening of the sodium iodide symporter gene in a cohort of 105 China patients with congenital hypothyroidism

Author

Fu, Chunyun, Chen, Shaoke, Chen, Rongyu, Fan, Xin, Luo, Jingsi, Li, Chuan, and Qian, Jiale

Subjects
Congenital hypothyroidism, China, gene simportador sódio/iodeto, Hipotireoidismo congênito, mutações genéticas, sequenciamento de nova geração, next-generation sequencing, sodium iodide symporter gene, gene mutations
Abstract

Objective Dyshormonogenetic congenital hypothyroidism (CH) was reported to be associated with a mutation in the sodium iodide symporter (NIS) gene. The present study was undertaken in the Guangxi Zhuang Autonomous Region of China, to determine the nature and frequency of NIS gene mutations among patients with CH due to dyshormonogenesis. Subjects and methods: Blood samples were collected from 105 dyshormonogenetic CH patients in Guangxi Zhuang Autonomous Region, China, and genomic DNA was extracted from peripheral blood leukocytes. All exons of the NIS gene together with their exon-intron boundaries were screened by next-generation sequencing. Results Two silent variations (T221T and T557T) and one missense variation (M435L), as well as two polymorphisms (rs200587561 and rs117626343) were found. Conclusions Our results indicate that the NIS mutation rate is very low in the Guangxi Zhuang Autonomous Region, China, and it is necessary to study mutations of other genes that have major effects on thyroid dyshormonogenesis and have not as yet been studied in this population. Objetivo O hipotireoidismo congênito disormonogenético (CH) foi relatado como associado a uma mutação no gene simportador sódio/iodeto (NIS). O presente estudo foi feito na região autônoma de Guangxi Zhuang na China para se determinar a natureza e a frequência das mutações no gene NIS entre pacientes com CH causado por disormonogênese. Sujeitos e métodos: Amostras de sangue foram coletadas de 105 pacientes com CH disormonogenéticos e o DNA genômico foi extraído de leucócitos do sangue periférico. Todos os éxons do gene NIS, junto com seus limites éxon-íntron, foram analisados por sequenciamento de nova geração. Resultados Foram encontradas duas variações silenciosas (T221T e T557T) e uma variação missense (M435L), assim como dois polimorfismos (rs200587561 e rs117626343). Conclusões Nossos resultados indicam que a taxa de mutação em NIS é muito baixa na região de Guangxi Zhuang. É necessário estudar mutações de outros genes que tenham efeitos maiores na disormonogênese da tiroide e que ainda não tenham sido estudados nesta população.

Published
2014

45. Effect of pedicle fixation combined with 125I seed implantation for metastatic thoracolumbar tumors

Author

Qian,Jiale, Bao,Zhaohua, Zou,Jun, Yang,Huilin, Qian,Jiale, Bao,Zhaohua, Zou,Jun, and Yang,Huilin

Abstract

Jiale Qian, Zhaohua Bao, Jun Zou, Huilin Yang Department of Orthopedic Surgery, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, People’s Republic of China Purpose: The aim of this study was to investigate the clinical efficacy of pedicle fixation combined with 125I brachytherapy in treating metastatic thoracolumbar tumors. Patients and methods: A retrospective analysis of the clinical data of seven metastatic thoracolumbar tumor patients who received pedicle fixation combined with radioactive 125I seed implantation brachytherapy in our department between January 2009 and December 2013 was performed. The visual analog scale (VAS) for pain and the Karnofsky performance status (KPS) score before the operation and 1, 6, and 12 months after the operation were observed and recorded. The changes in the scores at each time point were compared. Results: All the patients underwent a successful operation, without any complications during their hospitalization. All the patients received postoperative follow-up, and the duration of follow-up was 15–50 months, with an average of 32.2 months. One pancreatic cancer patient died of liver failure and hypoproteinemia 28 months post surgery. The VAS scores of patients before the operation and 1, 6, and 12 months after the operation were 7.43±0.98, 2.71±0.49, 3.00±0.82, and 4.29±0.98, respectively; the KPS scores were 52.9±9.5, 84.3±5.3, 75.7±5.3, and 72.9±4.9, respectively. These results suggest that the VAS score at each time point was significantly decreased compared with that before the operation, while the KPS score was significantly increased compared with that before the operation. Both differences had statistical significance (P<0.05). Conclusion: As a therapy for advanced malignant tumors with thoracolumbar metast

Published
2016

48. Thyroglobulin gene mutations in Chinese patients with congenital hypothyroidism

Author

Hu, Xuyun, primary, Chen, Rongyu, additional, Fu, Chunyun, additional, Fan, Xin, additional, Wang, Jin, additional, Qian, Jiale, additional, Yi, Shang, additional, Li, Chuan, additional, Luo, Jingsi, additional, Su, Jiasun, additional, Zhang, Shujie, additional, Xie, Bobo, additional, Zheng, Haiyang, additional, Lai, Yunli, additional, Chen, Yun, additional, Li, Hongdou, additional, Gu, Xuefan, additional, Chen, Shaoke, additional, and Shen, Yiping, additional

Published
2016
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