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Wang X, Chen G, Pu P, Yang S, Huang L, Ji S, Li Y. Effect of bronchoalveolar lavage on the expression level of SaO2 and TNF-α in severe pneumonia. Panminerva Med 2024; 66:213-215. [PMID: 37535046 DOI: 10.23736/s0031-0808.23.04931-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/04/2023]
Affiliation(s)
- Xin Wang
- Department of Critical Medicine, Binhai County People's Hospital, Yancheng, China
| | - Guoping Chen
- Department of Respiratory, Binhai County People's Hospital, Yancheng, China
| | - Pu Pu
- Department of Critical Medicine, Binhai County People's Hospital, Yancheng, China
| | - Shengkai Yang
- Department of Neurological Intensive Care Unit, Binhai County People's Hospital, Yancheng, China
| | - Lei Huang
- Department of Critical Medicine, Binhai County People's Hospital, Yancheng, China
| | - Shuhao Ji
- Department of Critical Medicine, Binhai County People's Hospital, Yancheng, China
| | - Yong Li
- Department of Critical Medicine, Binhai County People's Hospital, Yancheng, China -
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2
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Sethi AK, Muddaloor P, Anvekar P, Agarwal J, Mohan A, Singh M, Gopalakrishnan K, Yadav A, Adhikari A, Damani D, Kulkarni K, Aakre CA, Ryu AJ, Iyer VN, Arunachalam SP. Digital Pulmonology Practice with Phonopulmography Leveraging Artificial Intelligence: Future Perspectives Using Dual Microwave Acoustic Sensing and Imaging. SENSORS (BASEL, SWITZERLAND) 2023; 23:5514. [PMID: 37420680 DOI: 10.3390/s23125514] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Revised: 06/01/2023] [Accepted: 06/05/2023] [Indexed: 07/09/2023]
Abstract
Respiratory disorders, being one of the leading causes of disability worldwide, account for constant evolution in management technologies, resulting in the incorporation of artificial intelligence (AI) in the recording and analysis of lung sounds to aid diagnosis in clinical pulmonology practice. Although lung sound auscultation is a common clinical practice, its use in diagnosis is limited due to its high variability and subjectivity. We review the origin of lung sounds, various auscultation and processing methods over the years and their clinical applications to understand the potential for a lung sound auscultation and analysis device. Respiratory sounds result from the intra-pulmonary collision of molecules contained in the air, leading to turbulent flow and subsequent sound production. These sounds have been recorded via an electronic stethoscope and analyzed using back-propagation neural networks, wavelet transform models, Gaussian mixture models and recently with machine learning and deep learning models with possible use in asthma, COVID-19, asbestosis and interstitial lung disease. The purpose of this review was to summarize lung sound physiology, recording technologies and diagnostics methods using AI for digital pulmonology practice. Future research and development in recording and analyzing respiratory sounds in real time could revolutionize clinical practice for both the patients and the healthcare personnel.
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Affiliation(s)
- Arshia K Sethi
- GIH Artificial Intelligence Laboratory (GAIL), Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | - Pratyusha Muddaloor
- GIH Artificial Intelligence Laboratory (GAIL), Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | | | - Joshika Agarwal
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | - Anmol Mohan
- GIH Artificial Intelligence Laboratory (GAIL), Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | | | - Keerthy Gopalakrishnan
- GIH Artificial Intelligence Laboratory (GAIL), Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
- Microwave Engineering and Imaging Laboratory (MEIL), Division of Gastroenterology & Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | - Ashima Yadav
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | - Aakriti Adhikari
- GIH Artificial Intelligence Laboratory (GAIL), Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | - Devanshi Damani
- Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN 55905, USA
- Department of Internal Medicine, Texas Tech University Health Science Center, El Paso, TX 79995, USA
| | - Kanchan Kulkarni
- INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, University of Bordeaux, U1045, F-33000 Bordeaux, France
- IHU Liryc, Heart Rhythm Disease Institute, Fondation Bordeaux Université, F-33600 Pessac, France
| | | | - Alexander J Ryu
- Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | - Vivek N Iyer
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
| | - Shivaram P Arunachalam
- GIH Artificial Intelligence Laboratory (GAIL), Division of Gastroenterology and Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
- Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
- Department of Radiology, Mayo Clinic, Rochester, MN 55905, USA
- Microwave Engineering and Imaging Laboratory (MEIL), Division of Gastroenterology & Hepatology, Department of Medicine, Mayo Clinic, Rochester, MN 55905, USA
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Liang L, Duan H, Zhu H, Yang H, Li X, Wang C, Xie S. Value of transbronchial needle aspiration combined with a rapid on-site evaluation of cytology in the diagnosis of pulmonary lesions. Front Med (Lausanne) 2022; 9:922239. [PMID: 36275797 PMCID: PMC9579285 DOI: 10.3389/fmed.2022.922239] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2022] [Accepted: 09/21/2022] [Indexed: 12/03/2022] Open
Abstract
Background The diagnostic value of rapid on-site evaluation (ROSE) of cytology during endobronchial ultrasound-guided transbronchial needle aspiration (EBUS-TBNA) remains controversial. The purpose of this study was to validate the value of ROSE during the EUBS-TBNA procedure in the diagnosis of pulmonary lesions (PLs). Methods Enrolled in this study were 260 patients with nodules, masses, cavities, or inflammatory lesions on pulmonary CT images. They were assigned to undergo EBUS-TBNA with ROSE (n = 134) or without ROSE (n = 126). The diagnostic results of ROSE during EBUS-TBNA and the final pathologic reports were analyzed and compared by utilizing SPSS21.0 software to evaluate the sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV). In addition, we further explored whether the ROSE method during EBUS-TBNA would improve the diagnostic yield and reduce the incidence of complications. Results The overall diagnostic yield of EBUS-TBNA for malignant diseases in the ROSE and the non-ROSE group were 29.9 and 11.1%, respectively. The sensitivity, specificity, PPV and NPV of the ROSE method during EBUS-TBNA were 97.4, 96.9, 92.5, and 98.90%, respectively. The result of the chi-square test effectively proved that ROSE operation during EBUS-TBNA contributes to the diagnosis of malignancy compared with the non-ROSE group (χ2 = 13.858, P < 0.001). The number of punctures in the ROSE group was significantly lower than that in the non-ROSE group (P < 0.001). Conclusion ROSE examination during EBUS-TBNA could effectively improve the diagnostic yield of malignant diseases compared with the non-ROSE group and reduce the number of intraoperative punctures, which is a clinical application worth popularizing.
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Affiliation(s)
- Long Liang
- Department of Respiratory Medicine, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai, China
| | - Hongxia Duan
- Department of Oncology, Affiliated Hospital of Nantong University, Nantong, China
| | - Huiyuan Zhu
- Department of Pathology, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai, China
| | - Huiqiong Yang
- Department of Pathology, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai, China
| | - Xuan Li
- Department of Respiratory Medicine, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai, China,*Correspondence: Xuan Li,
| | - Changhui Wang
- Department of Respiratory Medicine, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai, China,Changhui Wang,
| | - Shuanshuan Xie
- Department of Respiratory Medicine, Shanghai Tenth People’s Hospital, Tongji University School of Medicine, Shanghai, China,Shuanshuan Xie,
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Philippova A, Aringazina R, Kurmanalina G, Beketov V. Epidemiology, clinical and physiological manifestations of dust lung disease in major industrial centers. Emerg Themes Epidemiol 2022; 19:3. [PMID: 35392938 PMCID: PMC8991489 DOI: 10.1186/s12982-022-00111-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Accepted: 03/23/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The present study aims to determine the structure of morbidity in workers contacting industrial aerosols, assess the timeliness of diagnosing dust-induced lung disease in major industrial centers, and optimize diagnostics for early detection of occupational lung diseases in workers exposed to industrial dust hazards. METHODS The study on the structure and incidence of occupational lung diseases was carried out in 2016-2020 based on the Moscow Centre for Occupational Pathology data. For a more in-depth clinical examination, 114 patients who were first admitted to the Occupational Pathology Centre with diagnosed pneumoconiosis (PC), chronic dust-induced bronchitis (CDB), and chronic obstructive pulmonary disease (COPD) were selected. All patients were subjected to a complex clinical-functional, spirographic, echocardiographic, fibroscopic, radiological, and CT lung examination, with subsequent analysis of the results obtained. The pathology caused by exposure to industrial aerosols within the studied period was first diagnosed in 344 workers. Most patients (64%) with newly detected pathologies were 50-59 years of age, with work experience in adverse conditions of 21-25 years (41%). RESULTS The spirographic study of respiratory function revealed decreased forced vital capacity (FVC) indices in CDB and COPD patients. Changes in expiratory flow rates suggest occupational bronchitis at an earlier stage, whereas no apparent results were noted for the PC diagnosis. The results of fibroscopic examination in PC patients revealed atrophic processes of the bronchial mucosa in 46 (88.5%) of them, and 6 (11.5%) patients had a subtropic process. The results of echocardiographic examination allowed diagnosing pulmonary heart disease in 83 patients (72.8%). Of them, 42 (80.8%) were revealed in the group of patients with PC, 18 (50.0%) in the COB group, and 14 (53.8%) in the COPD group. CONCLUSIONS Computed tomography (CT) detected pathological changes in 52 patients, while the X-ray examination in six people showed no evidence of lung destruction. CT scan also showed that the number of patients with fibrotic PC (including silicosis) in the study groups increased. Timely clinical and functional examination (spirography, fibroscopy, echocardiography) of patients allows detecting PC (including silicosis), CDB, and COPD at an early stage of disease progression.
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Affiliation(s)
- Alla Philippova
- Department of Biology and General Genetics, I.M. Sechenov First Moscow State Medical University, Trubetskaya str., 8-2, 119991, Moscow, Russian Federation.
| | - Raisa Aringazina
- Department of Internal Diseases No. 1, Non-Commercial Joint-Stock Society, West Kazakhstan Marat Ospanov Medical University, Maresiev str., 68, 030012, Aktobe, Kazakhstan
| | - Gulnara Kurmanalina
- Department of Internal Diseases No. 2, Non-Commercial Joint-Stock Society, West Kazakhstan Marat Ospanov Medical University, Maresiev str., 68, 030012, Aktobe, Kazakhstan
| | - Vladimir Beketov
- Department of Internal, Occupational Medicine and Rheumatology, Clinical Medicine Institute, I.M. Sechenov First Moscow State Medical University, Trubetskaya str., 8-2, 119991, Moscow, Russian Federation
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Wagner MG, Periyasamy S, Schafer S, Laeseke PF, Speidel MA. Three-dimensional catheter navigation of airways using continuous-sweep limited angle fluoroscopy on a C-arm. J Med Imaging (Bellingham) 2021; 8:055001. [PMID: 34671695 DOI: 10.1117/1.jmi.8.5.055001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Accepted: 10/01/2021] [Indexed: 11/14/2022] Open
Abstract
Purpose: To develop an imaging-based 3D catheter navigation system for transbronchial procedures including biopsy and tumor ablation using a single-plane C-arm x-ray system. The proposed system provides time-resolved catheter shape and position as well as motion compensated 3D airway roadmaps. Approach: A continuous-sweep limited angle (CLA) imaging mode where the C-arm continuously rotates back and forth within a limited angular range while acquiring x-ray images was used for device tracking. The catheter reconstruction was performed using a sliding window of the most recent x-ray images, which captures information on device shape and position versus time. The catheter was reconstructed using a model-based approach and was displayed together with the 3D airway roadmap extracted from a pre-navigational cone-beam CT (CBCT). The roadmap was updated in regular intervals using deformable registration to tomosynthesis reconstructions based on the CLA images. The approach was evaluated in a porcine study (three animals) and compared to a gold standard CBCT reconstruction of the device. Results: The average 3D root mean squared distance between CLA and CBCT reconstruction of the catheter centerline was 1 ± 0.5 mm for a stationary catheter and 2.9 ± 1.1 mm for a catheter moving at ∼ 1 cm / s . The average tip localization error was 1.3 ± 0.7 mm and 2.7 ± 1.8 mm , respectively. Conclusions: The results indicate catheter navigation based on the proposed single plane C-arm imaging technique is feasible with reconstruction errors similar to the diameter of a typical ablation catheter.
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Affiliation(s)
- Martin G Wagner
- University of Wisconsin-Madison, School of Medicine and Public Health, Department of Medical Physics, Madison, United States
| | - Sarvesh Periyasamy
- University of Wisconsin-Madison, School of Medicine and Public Health, Department of Radiology, Madison, United States
| | | | - Paul F Laeseke
- University of Wisconsin-Madison, School of Medicine and Public Health, Department of Radiology, Madison, United States
| | - Michael A Speidel
- University of Wisconsin-Madison, School of Medicine and Public Health, Department of Medical Physics, Madison, United States.,University of Wisconsin-Madison, School of Medicine and Public Health, Department of Medicine, Madison, United States
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Lee HJ, Corbetta L. Training in interventional pulmonology: the European and US perspective. Eur Respir Rev 2021; 30:30/160/200025. [PMID: 34039670 DOI: 10.1183/16000617.0025-2020] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Accepted: 10/12/2020] [Indexed: 11/05/2022] Open
Abstract
As the breadth of interventional pulmonology continues to expand, training in this discipline gains further importance. Interventional pulmonology training in the USA and Europe has common roots and similar concepts; however, there are variations in its delivery. We discuss the similarities, differences, challenges and goals of interventional pulmonology training in both continents. Collaboration and exchange of experiences between the USA and Europe are fundamental to entering the new era of competency/mastery training to implement a multidimensional approach to procedure-related education.
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Affiliation(s)
- Hans J Lee
- Division Pulmonary/Critical Care Medicine, Section of Interventional Pulmonology, Johns Hopkins University, Baltimore, MD, USA
| | - Lorenzo Corbetta
- Department of Experimental and Clinical Medicine, Interventional Pulmonology Unit, University of Florence, Careggi Hospital, Florence, Italy
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7
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Colt HG, Williamson JP. Training in interventional pulmonology: What we have learned and a way forward. Respirology 2020; 25:997-1007. [PMID: 32453479 DOI: 10.1111/resp.13846] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2020] [Revised: 03/15/2020] [Accepted: 04/09/2020] [Indexed: 12/01/2022]
Abstract
IP encompasses a complex list of procedures requiring knowledge, technical skills and competence. Modern, learner-centric educational philosophies and an explosion of multidimensional educational tools including manikins, simulators, online resources, social media and formal programs can foster learning in IP, promoting professionalism and a culture of lifelong learning. This paper provides background and guidance to a structured, multidimensional and learner-centric strategy for medical procedural education. Focusing on our experience in IP, we describe how competency-based measures, simulation technology and various teaching modalities contribute to a more uniform learning environment in which patients do not suffer the burdens of procedure-related training.
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Affiliation(s)
- Henri G Colt
- School of Medicine, University of California, Irvine, CA, USA
| | - Jonathan P Williamson
- South Western Sydney Clinical School, Liverpool Hospital, The University of New South Wales, Sydney, NSW, Australia.,MQ Health Respiratory and Sleep, Macquarie University Hospital, Sydney, NSW, Australia
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8
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Mari A, Khoury T, Mahajnah M, Kadah A, Ahmad HS, Baker FA, Pellicano R, Mahamid M, Sbeit W. Pre-endoscopic tachycardia predicts increased sedation dose and lower adenoma detection rate in patients undergoing endoscopic procedures: a case control study. Minerva Med 2020; 111:115-119. [PMID: 32166934 DOI: 10.23736/s0026-4806.20.06468-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
BACKGROUND Tachycardia prior to endoscopic procedures is commonly encountered which reflect patient anxiety status. Despite this frequent occurrence, it is unclear if in a patient with tachycardia sedation dose should be modified. The aim of our study was to assess the effect of pre-endoscopic tachycardia on sedation dose. METHODS A retrospective analysis of all patients who underwent upper endoscopy and colonoscopy at EMMS Nazareth hospital were performed. We excluded patients with diseases and medications affecting the heart rate. RESULTS A total of 2855 patients were included in the study. Two-hundred and thirty-seven patients had tachycardia before endoscopy (8.3%, group A) as compared to 2618 (group B) patients who had heart rate ≤100 beats per minute. The mean dosage of propofol in group A was significantly higher (62.6±33.2 mg vs. 57.4±29.9 mg) than in group B (P=0.01). There was no difference in the cecal intubation rate among the two groups (P=0.9). Notably, the adenoma detection rate was significantly lower among group A patients as compared to group B (13.6% vs. 22.8%, P=0.02) patients. There were no sedation related complications. CONCLUSIONS Tachycardia prior to endoscopic procedures was associated with higher sedative dosage and lower adenoma detection rate, however no major complications were recorded. These data should be taken into consideration to optimize procedure quality.
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Affiliation(s)
- Amir Mari
- Unit of Gastroenterology and Endoscopy, The Nazareth Hospital, EMMS, Nazareth, Israel - .,Faculty of Medicine in the Galilee, Bar-Ilan University, Safed, Israel -
| | - Tawfik Khoury
- Unit of Gastroenterology and Endoscopy, The Nazareth Hospital, EMMS, Nazareth, Israel.,Faculty of Medicine in the Galilee, Bar-Ilan University, Safed, Israel.,Department of Gastroenterology, Galilee Medical Center, Nahariya, Israel
| | - Muhammad Mahajnah
- Department Internal Medicine, Hillel Yaffe Medical Center, Hadera, Israel.,The Faculty of Medicine Technion, Haifa, Israel
| | - Anas Kadah
- Faculty of Medicine in the Galilee, Bar-Ilan University, Safed, Israel.,Department of Gastroenterology, Galilee Medical Center, Nahariya, Israel
| | - Helal S Ahmad
- Unit of Gastroenterology and Endoscopy, The Nazareth Hospital, EMMS, Nazareth, Israel.,Faculty of Medicine in the Galilee, Bar-Ilan University, Safed, Israel
| | - Fadi A Baker
- The Faculty of Medicine Technion, Haifa, Israel.,Department of Gastroenterology and Hepatology, Hillel Yaffe Medical Center, Hadera, Israel
| | | | - Mahmud Mahamid
- Unit of Gastroenterology and Endoscopy, The Nazareth Hospital, EMMS, Nazareth, Israel.,Faculty of Medicine in the Galilee, Bar-Ilan University, Safed, Israel.,Department of Gastroenterology, Sharee Zedek Medical Center, Jerusalem, Israel
| | - Wisam Sbeit
- Faculty of Medicine in the Galilee, Bar-Ilan University, Safed, Israel.,Department of Gastroenterology, Galilee Medical Center, Nahariya, Israel
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Patrucco F, Daverio M, Gavelli F, Castello L, Boldorini R, Rena O, Casadio C, Balbo P. Cryobiopsy in the diagnosis of lung tumors: a single center experience. MINERVA BIOTECNOL 2019. [DOI: 10.23736/s1120-4826.19.02561-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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10
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Solidoro P, Corbetta L, Patrucco F, Sorbello M, Piccioni F, D'amato L, Renda T, Petrini F. Competences in bronchoscopy for Intensive Care Unit, anesthesiology, thoracic surgery and lung transplantation. Panminerva Med 2019; 61:367-385. [DOI: 10.23736/s0031-0808.18.03565-6] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
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