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Survey on deep learning for pulmonary medical imaging

Jiechao Ma, Yang Song, Xi Tian, Yiting Hua, Rongguo Zhang, Jianlin Wu

Frontiers of Medicine 2020, Volume 14, Issue 4,   Pages 450-469 doi: 10.1007/s11684-019-0726-4

Abstract: approaches have emerged as powerful techniques in medical image areas.Deep learning has been widely applied in medical imaging for improved image analysis.The topics include classification, detection, and segmentation tasks on medical image analysis with respectto pulmonary medical images, datasets, and benchmarks.Lastly, the application of deep learning techniques to the medical image and an analysis of their future

Keywords： deep learning     neural networks     pulmonary medical image     survey    

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Heterogeneity of chronic obstructive pulmonary disease: from phenotype to genotype

Xu Chen, Xiaomao Xu, Fei Xiao

Frontiers of Medicine 2013, Volume 7, Issue 4,   Pages 425-432 doi: 10.1007/s11684-013-0295-x

Abstract:

Chronic obstructive pulmonary disease (COPD) is one of the leading causes of morbidity and mortality

Keywords： chronic obstructive pulmonary disease     heterogeneity     phenotype     genotype     prediction    

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AI Assisted Clinical Diagnosis & Treatment, and Development Strategy

Kong Ming,He Qianfeng and Li Lanjuan

Strategic Study of Chinese Academy of Engineering 2018, Volume 20, Issue 2,   Pages 86-91 doi: 10.15302/J-SSCAE-2018.02.013

Abstract: accessing of healthcare data, and the use of artificial intelligence to organize and analyze fragmented medical, and reduce the inequality in the allocation of medical and health resources.information semantic fusion and in the field of image analysis, and analyzes current problems and challengesThe first is the standardized representation and structural integration of medical information to mergeof artificial intelligence and medical devices.

Keywords： artificial intelligence     assisted diagnosis and treatment     knowledge graph     medical ontology     medicalimage analysis    

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Protein microspheres for pulmonary drug delivery

Yongda SUN,

Frontiers of Chemical Science and Engineering 2010, Volume 4, Issue 1,   Pages 82-86 doi: 10.1007/s11705-009-0307-1

Abstract: A new supercritical fluid (SCF) technique was developed for the preparation of microspheres for pulmonarywater, leading to a dry fine powder with good particle size distribution and near ideal morphology for pulmonary

Keywords： advanced engineering     improved     pressure     aqueous     technique    

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Treatment outcomes of pulmonary tuberculosis in the past decade in the mainland of China: a meta-analysis

Xiangwei Li, Yu Yang, Jianmin Liu, Feng Zhou, Wei Cui, Ling Guan, Fei Shen, Cong Gao, Mufei Li, Qi Jin, Lei Gao

Frontiers of Medicine 2013, Volume 7, Issue 3,   Pages 354-366 doi: 10.1007/s11684-013-0257-3

Abstract: The aim of the present study is to summarize the treatment outcomes of smear-positive pulmonary TB inResults of the present study clearly show, in general, that the pulmonary TB treatment achieved significant

Keywords： tuberculosis     treatment     outcome     China     meta-analysis    

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Perioperative management for parturients with pulmonary hypertension: experience with 30 consecutive

Lulu Ma, Wei Liu, Yuguang Huang

Frontiers of Medicine 2013, Volume 7, Issue 3,   Pages 395-395 doi: 10.1007/s11684-013-0289-8

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Clinical characteristics in lymphangioleiomyomatosis-related pulmonary hypertension: an observation on

Xiuxiu Wu, Wenshuai Xu, Jun Wang, Xinlun Tian, Zhuang Tian, Kaifeng Xu

Frontiers of Medicine 2019, Volume 13, Issue 2,   Pages 259-266 doi: 10.1007/s11684-018-0634-z

Abstract: Knowledge on LAM-related pulmonary hypertension (PH) is limited.This study aimed to analyze the clinical characteristics of LAM with elevated pulmonary artery pressureThe study showed that LAM patients with PH exhibit poor pulmonary function and hypoxemia and may benefit

Keywords： lymphangioleiomyomatosis     pulmonary hypertension     pulmonary function     hypoxemia     sirolimus    

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Clinical characteristics of pulmonary hypertension in bronchiectasis

Lan Wang,Sen Jiang,Jingyun Shi,Sugang Gong,Qinhua Zhao,Rong Jiang,Ping Yuan,Bigyan Pudasaini,Jing He,Zhicheng Jing,Jinming Liu

Frontiers of Medicine 2016, Volume 10, Issue 3,   Pages 336-344 doi: 10.1007/s11684-016-0461-z

Abstract:

Pulmonary hypertension (PH), as a complication of bronchiectasis, is associated with increased mortalityHowever, hemodynamic characteristics and the efficacy of pulmonary arterial hypertension (PAH) therapiesThe mean pulmonary arterial pressure (PAP) was 41.5±11.7 mmHg, cardiac output was 5.2±1.4L/min, and pulmonary vascular resistance was 561.5±281.5 dyn·s·cm−

Keywords： bronchiectasis     hemodynamics     pulmonary hypertension    

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Effect of Feixian Recipe on laminin, collagen I and III in rats with pulmonary fibrosis induced by bleomycin

ZHANG Xiaomei, JIANG Liangduo, ZHANG Wei, WU Jianjun, LU Xiangfeng

Frontiers of Medicine 2008, Volume 2, Issue 3,   Pages 314-316 doi: 10.1007/s11684-008-0060-8

Abstract: The aim of this paper is to observe the effect of the Feixian Recipe on pulmonary fibrosis in rats.A rat model with pulmonary fibrosis was established by intratracheal injection of bleomycin.Feixian Recipe has a significant therapeutic effect on bleomycin-induced pulmonary fibrosis in rats.

Keywords： bleomycin     intratracheal injection     prednisone     collagen     bleomycin-induced pulmonary    

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Addressing the Global Challenges of COVID-19 and other Pulmonary Diseases with Microfluidic Technology

Yuliang Xie, Ryan Becker, Michael Scott, Kayla Bean, Tony Jun Huang

Engineering 2023, Volume 24, Issue 5,   Pages 17-20 doi: 10.1016/j.eng.2022.01.003

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Turbidity-adaptive underwater image enhancement method using image fusion

Frontiers of Mechanical Engineering 2022, Volume 17, Issue 3, doi: 10.1007/s11465-021-0669-8

Abstract: In this paper, we propose a turbidity-adaptive underwater image enhancement method.Based on the detection result, different image enhancement strategies are designed to deal with the problemThe proposed method is verified by an underwater image dataset captured in real underwater environmentThe result is evaluated by image metrics including structure similarity index measure, underwater colorimage quality evaluation metric, and speeded-up robust features.

Keywords： turbidity     underwater image enhancement     image fusion     underwater robots     visibility    

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mycelium inhibits epithelial-mesenchymal transition by inactivating the midkine pathway in pulmonary

Li Lu, Haiyan Zhu, Hailin Wang, Huaping Liang, Yayi Hou, Huan Dou

Frontiers of Medicine 2021, Volume 15, Issue 2,   Pages 313-329 doi: 10.1007/s11684-020-0737-1

Abstract: The medical fungus has been used as a Chinese folk health supplement because of its immunomodulatoryThe epithelial–mesenchymal transition (EMT) is involved in the pathogenesis of idiopathic pulmonary fibrosisThe present study investigates the role of HSM in mediating EMT during the development of pulmonary fibrosisHSM significantly inhibits bleomycin (BLM)-induced pulmonary fibrosis by blocking the EMT.

Keywords： epithelial−mesenchymal transition     H. sinensis mycelium     midkine     pulmonary fibrosis    

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Stevens–Johnson syndrome and toxic epidermal necrolysis in China: evaluation of risk models and new predictor of pulmonary

Yanhong Shou, Lu Yang, Yongsheng Yang, Xiaohua Zhu, Feng Li, Bo Yin, Yingyan Zheng, Jinhua Xu

Frontiers of Medicine 2021, Volume 15, Issue 4,   Pages 585-593 doi: 10.1007/s11684-020-0817-2

Abstract: In addition, the imaging appearance of pulmonary consolidation on computed tomography was associated

Keywords： Stevens–Johnson syndrome     toxic epidermal necrolysis     auxiliary score     ABCD-10     pulmonary consolidation    

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comprehensive therapy based on traditional Chinese medicine patterns on older patients with chronic obstructive pulmonary

Minghang Wang,Jiansheng Li,Suyun Li,Yang Xie

Frontiers of Medicine 2014, Volume 8, Issue 3,   Pages 368-375 doi: 10.1007/s11684-014-0360-0

Abstract: therapy based on traditional Chinese medicine (TCM) patterns on older patients with chronic obstructive pulmonary

Keywords： chronic obstructive pulmonary disease     older adult     clinical trial     Bu-Fei Jian-Pi granules     Bu-Fei Yi-Shen    

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Gradient-based compressive image fusion

Yang CHEN,Zheng QIN

Frontiers of Information Technology & Electronic Engineering 2015, Volume 16, Issue 3,   Pages 227-237 doi: 10.1631/FITEE.1400217

Abstract: We present a novel image fusion scheme based on gradient and scrambled block Hadamard ensemble (SBHE)In the fusion phase, the image gradient is calculated to reflect the abundance of its contour informationBy compositing the gradient of each image, gradient-based weights are obtained, with which compressiveFinally, inverse transformation is applied to the coefficients derived from fusion, and the fused imageIn addition, different image fusion application scenarios are applied to explore the scenario adaptability

Keywords： Compressive sensing (CS)     Image fusion     Gradient-based image fusion     CS-based image fusion    

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Title Author Date Type Operation

Survey on deep learning for pulmonary medical imaging

Jiechao Ma, Yang Song, Xi Tian, Yiting Hua, Rongguo Zhang, Jianlin Wu

Journal Article

Heterogeneity of chronic obstructive pulmonary disease: from phenotype to genotype

Xu Chen, Xiaomao Xu, Fei Xiao

Journal Article

AI Assisted Clinical Diagnosis & Treatment, and Development Strategy

Kong Ming,He Qianfeng and Li Lanjuan

Journal Article

Protein microspheres for pulmonary drug delivery

Yongda SUN,

Journal Article

Treatment outcomes of pulmonary tuberculosis in the past decade in the mainland of China: a meta-analysis

Xiangwei Li, Yu Yang, Jianmin Liu, Feng Zhou, Wei Cui, Ling Guan, Fei Shen, Cong Gao, Mufei Li, Qi Jin, Lei Gao

Journal Article

Perioperative management for parturients with pulmonary hypertension: experience with 30 consecutive

Lulu Ma, Wei Liu, Yuguang Huang

Journal Article

Clinical characteristics in lymphangioleiomyomatosis-related pulmonary hypertension: an observation on

Xiuxiu Wu, Wenshuai Xu, Jun Wang, Xinlun Tian, Zhuang Tian, Kaifeng Xu

Journal Article

Clinical characteristics of pulmonary hypertension in bronchiectasis

Lan Wang,Sen Jiang,Jingyun Shi,Sugang Gong,Qinhua Zhao,Rong Jiang,Ping Yuan,Bigyan Pudasaini,Jing He,Zhicheng Jing,Jinming Liu

Journal Article

Effect of Feixian Recipe on laminin, collagen I and III in rats with pulmonary fibrosis induced by bleomycin

ZHANG Xiaomei, JIANG Liangduo, ZHANG Wei, WU Jianjun, LU Xiangfeng

Journal Article

Addressing the Global Challenges of COVID-19 and other Pulmonary Diseases with Microfluidic Technology

Yuliang Xie, Ryan Becker, Michael Scott, Kayla Bean, Tony Jun Huang

Journal Article

Turbidity-adaptive underwater image enhancement method using image fusion

Journal Article

mycelium inhibits epithelial-mesenchymal transition by inactivating the midkine pathway in pulmonary

Li Lu, Haiyan Zhu, Hailin Wang, Huaping Liang, Yayi Hou, Huan Dou

Journal Article

Stevens–Johnson syndrome and toxic epidermal necrolysis in China: evaluation of risk models and new predictor of pulmonary

Yanhong Shou, Lu Yang, Yongsheng Yang, Xiaohua Zhu, Feng Li, Bo Yin, Yingyan Zheng, Jinhua Xu

Journal Article

comprehensive therapy based on traditional Chinese medicine patterns on older patients with chronic obstructive pulmonary

Minghang Wang,Jiansheng Li,Suyun Li,Yang Xie

Journal Article

Gradient-based compressive image fusion

Yang CHEN,Zheng QIN

Journal Article