Publications

2022 (61)

• Abnormal Pulmonary Function in Early Parkinson’s Disease: A Preliminary Prospective Observational Study

  Chenxi Zhang, Jia Deng, Yi Li, Guangyu Niu, Mingna Li, Bin Zhang, Jianjun Wang, Yanling Liu, Boyan Fang, Jianing Xi, Hongying Jiang, Zhanqi Zhao

  Lung 2022; 200(3), pp. 325-329. doi:10.1007/s00408-022-00533-2

• Analysing attention convolutional neural network for surgical tool localisation: a feasibility study

  Nour A Jalal, Herag Arabian, Tamer A Alshirbaji, Paul D Docherty, Thomas Neumuth, Knut Moeller

  Current Directions in Biomedical Engineering 2022; 8(2), pp. 548-551. doi:10.1515/cdbme-2022-1140

• A quantitative analysis of the short-term and mid-term benefit of a flipped classroom for foundational engineering dynamics

  Paul D Docherty, Pinelopi A Zaka, Wendy Fox-Turnbull

  Research Papers in Education 2022; 37(6), pp. 860-874. doi:10.1080/02671522.2020.1864773

• A randomised trial evaluating mask ventilation using electrical impedance tomography during anesthetic induction: one-handed technique versus two-handed technique

  Lingling Gao, Yun Zhu, Congxia Pan, Yuehao Yin, Zhanqi Zhao, Li Yang, Jun Zhang

  Physiological Measurement 2022. doi:10.1088/1361-6579/ac70a3

• A review of the hormones involved in the endocrine dysfunctions of polycystic ovary syndrome and their interactions

  Rebecca H Emanuel, Josh Roberts, Paul D Docherty, Helen Lunt, Rebecca E Campbell, Knut Möller

  Frontiers in Endocrinology 2022; 13. doi:10.3389/fendo.2022.1017468

• Assessment of low back pain in helicopter pilots using electrical bio-impedance technique: a feasibility study

  Hang Wang, Jing Dai, Chunchen Wang, Zhijun Gao, Yang Liu, Meng Dai, Zhanqi Zhao, Lin Yang, Guodong Tan

  Frontiers in Neuroscience 2022; 16. doi:10.3389/fnins.2022.883348

• Assessment of the Operative Feasibility and Ventilation Distribution during Nonintubation Thoracoscopic Surgery Using Electrical Impedance Tomography

  Kuan-Hsun Lin, Pei-Yi Chu, Zhanqi Zhao, Hung Chang, Po-Jen Yun, Tsai-Wang Huang

  Journal of Personalized Medicine 2022; 12(7), 1066. doi:10.3390/jpm12071066

• A systematic review of recorded technical settings used in bipolar and monopolar transurethral resection of bladder tumors

  Ann-Kathrin Kiefer, Kevin Espig, Knut Moeller

  Current Directions in Biomedical Engineering 2022; 8(2), pp. 474-477. doi:10.1515/cdbme-2022-1121

• Attention Networks for Improving Surgical Tool Classification in Laparoscopic Videos

  Herag Arabian, Firas A Dalla, Nour A Jalal, Tamer A Alshirbaji, Knut Moeller

  Current Directions in Biomedical Engineering 2022; 8(2), pp. 676-679. doi:10.1515/cdbme-2022-1172

• Bedside electrical impedance tomography in early diagnosis of pneumothorax in mechanically ventilated ICU patients—a single-center retrospective cohort study

  Yingying Yang, Huaiwu He, Yun Long, Yi Chi, Siyi Yuan, Zhoutian Shen, Inéz Frerichs, Zhanqi Zhao

  Journal of Clinical Monitoring and Computing 2022; pp. 1-9. doi:10.1007/s10877-022-00935-w

• Bronchoalveolar lavage improved ventilation/perfusion matching in pediatric severe mycoplasma pneumoniae pneumonia with lung consolidation

  Xiaoliao Tang, Hong Ren, Juan Qian, Ying Wang, Long Xiang, Zhanqi Zhao

  Pediatric pulmonology 2022. doi:10.1002/ppul.26174

• Challenging requirements and optical depth estimation techniques in laparoscopy

  Birthe Gobel, Knut Möller

  Current Directions in Biomedical Engineering 2022; 8(2), pp. 687-690. doi:10.1515/cdbme-2022-1175

• Comparison of Global and Regional Compliance-Guided Positive End-Expiratory Pressure Titration on Regional Lung Ventilation in Moderate-to-Severe Pediatric Acute Respiratory Distress Syndrome

  Hong Ren, Li Xie, Zhulin Wang, Xiaoliao Tang, Botao Ning, Teng Teng, Juan Qian, Ying Wang, Lijun Fu, Zhanqi Zhao, Long Xiang

  Frontiers in Medicine 2022; 9. doi:10.3389/fmed.2022.805680

• COVID-19 Pneumonia Phenotypes Detection with Electrical Impedance Tomography

  Rongqing Chen, András Lovas, Balázs Benyó, Knut Moeller

  Current Directions in Biomedical Engineering 2022; 8(2), pp. 707-710. doi:10.1515/cdbme-2022-1180

• Determining relationship between bone screw insertion torque and insertion speed

  Jack A Wilkie, Georg Rauter, Knut Möller

  at-Automatisierungstechnik 2022; 70(11), pp. 976-991. doi:10.1515/auto-2022-0009

• Differentiating Phenotypes of Coronavirus Disease-2019 Pneumonia by Electric Impedance Tomography

  András Lovas, Rongqing Chen, Tamás Molnár, Balázs Benyó, Ákos Szlávecz, Fatime Hawchar, Sabine Krüger-Ziolek, Knut Möller

  Frontiers in Medicine 2022; 9, 747570. doi:10.3389/fmed.2022.747570

• Driving pressure-guided ventilation improves homogeneity in lung gas distribution for gynecological laparoscopy: a randomized controlled trial

  Wei Zhang, Feifei Liu, Zhanqi Zhao, Chunqing Shao, Xin Xu, Jiajia Ma, Ruquan Han

  Scientific Reports 2022; 12(1), pp. 1-10. doi:10.1038/s41598-022-26144-8

• Editorial: Bedside visual image technologies for respiratory and circulatory management in intensive care settings

  Huaiwu He, Yun Long, Knut Möller, Zhanqi Zhao

  Frontiers in Medicine 2022; 9, 973679. doi:10.3389/fmed.2022.973679

• Editorial: CardioPulmonary Physiology: Novel Approaches to Pulmonary Function and Critical Care

  Zhanqi Zhao, Ling Sang, Tong I Oh

  Frontiers in Physiology 2022; 12. doi:10.3389/fphys.2021.825098

• Effect of Prone Positioning With Individualized Positive End-Expiratory Pressure in Acute Respiratory Distress Syndrome Using Electrical Impedance Tomography

  Liangyu Mi, Yi Chi, Siyi Yuan, Huaiwu He, Yun Long, Inéz Frerichs, Zhanqi Zhao

  Frontiers in Physiology 2022; 1327. doi:10.3389/fphys.2022.906302

• Emerging trends and hot spots of electrical impedance tomography applications in clinical lung monitoring

  Zhe Li, Shaojie Qin, Chen Chen, Shuya Mei, Yulong Yao, Zhanqi Zhao, Wen Li, Yuxiao Deng, Yuan Gao

  Frontiers in Medicine 2022; 8, 3089. doi:10.3389/fmed.2021.813640

• Emerging trends and hot spots on electrical impedance tomography extrapulmonary applications

  Yuqing Xu, Lin Yang, Shiyue Lu, Shaojie Qin, Ri Tang, Zhanqi Zhao, Yuxiao Deng, Zhe Li

  Heliyon 2022; 8(12), e12458. doi:10.1016/j.heliyon.2022.e12458

• Emotion recognition-Validation of a measurement environment based on psychophysiological parameters

  Ramona Schmid, Linn Braunmille, Lena Hansen, Christopher Schonert, Knut Möller, Verena Wagner-Hartl

  Presented in Intelligent Human Systems Integration (IHSI 2022): Integrating People and Intelligent Systems : Proceedings of the 5th International Conference on Intelligent Human Systems Integration; Integrating People and Intelligent Systems 2022, Virtual Conference, Italy; 22. doi:10.54941/ahfe1001065

• Generative Adversarial Network for Facial Emotion Recognition: A Feasibility Study

  Herag Arabian, Knut Möller

  Presented in The Upper-Rhine Artificial Intelligence Symposium UR-AI 2022: AI Applications in Medicine and Manufacturing, 19 October 2022, Villingen-Schwenningen, Germany 2022; pp. 132-136.

• High-flow nasal cannula: Evaluation of the perceptions of various performance aspects among Chinese clinical staff and establishment of a multidimensional clinical evaluation system

  Ruoxuan Wen, Xingshuo Hu, Tengchen Wei, Kaifei Wang, Zhimei Duan, Zhanqi Zhao, Lixin Xie, Fei Xie

  Frontiers in Medicine 2022; 9. doi:10.3389/fmed.2022.900958

• Improving the Generalisability of Deep CNNs by Combining Multi-stage Features for Surgical Tool Classification

  T A Alshirbaji, N A Jalal, P D Docherty, P T Neumuth, K Möller

  Presented in 2022 44th Annual International Conference of the IEEE Engineering in Medicine \& Biology Society (EMBC) 2022; pp. 533-536. doi:10.1109/EMBC48229.2022.9870883

• Influence of hyperparameter on the Untrue Prior Detection in Discrete Transformation-based EIT Algorithm

  Rongqing Chen, Stefan J Rupitsch, Knut Moeller

  Presented in 2022 44th Annual International Conference of the IEEE Engineering in Medicine \& Biology Society (EMBC) 2022; pp. 580-583. doi:10.1109/EMBC48229.2022.9871293

• Influence of temperature-dependent tissue parameters on monopolar coagulation model

  Christoph Busch, Stefan J Rupitsch, Knut Moeller

  Current Directions in Biomedical Engineering 2022; 8(2), pp. 466-469. doi:10.1515/cdbme-2022-1119

• Initial engagement and axial force model for self-tapping bone screws

  Jack Wilkie, Georg Rauter, Knut Möller

  Current Directions in Biomedical Engineering 2022; 8(2), pp. 753-756. doi:10.1515/cdbme-2022-1192

• Initial teacher education (Ite) students’ perceptions of typical engineers: assessing potential for bias in the formative career decision years

  Wendy H Fox-Turnbull, Paul D Docherty, Pinelopi Zaka, Tessa Impey

  International Journal of Technology and Design Education 2022; 33, pp. 439-456. doi:10.1007/s10798-022-09735-4

• Is there a need for individualized adjustment of electrode belt position during EIT-guided titration of positive end-expiratory pressure?

  Zhanqi Zhao, Tsai-Fen Chen, Hui-Chen Teng, Yi-Chun Wang, Mei-Yun Chang, Hou-Tai Chang, Inez Frerichs, Feng Fu, Knut Moeller

  Physiological Measurement 2022. doi:10.1088/1361-6579/ac73d6

• Network Architecture Influence on Facial Emotion Recognition

  Herag Arabian, Verena Wagner-Hartl, Knut Moeller

  Current Directions in Biomedical Engineering 2022; 8(2), pp. 524-527. doi:10.1515/cdbme-2022-1134

• Neural Network Classification of Surgical Tools in Gynecological Videos

  Tamer A Alshirbaji, Nour A Jalal, Paul D Docherty, Thomas Neumuth, Knut Moeller

  Current Directions in Biomedical Engineering 2022; 8(2), pp. 644-647. doi:10.1515/cdbme-2022-1164

• Non-invasive over-distension measurements: data driven vs model-based

  Qianhui Sun, J G Chase, Cong Zhou, Merryn H Tawhai, Jennifer L Knopp, Knut Möller, Geoffrey M Shaw

  Journal of Clinical Monitoring and Computing 2022; pp. 1-10. doi:10.1007/s10877-022-00900-7

• Ocular surface reconstruction of Steven Johnson syndrome/toxic epidermal necrolysis affected eye-A case report

  Tzu-Yun Tsai, Hou-Tai Chang, Shao-Wei Weng, Chan-Ching Chu, Yi-Chun Wang, Zhanqi Zhao, Elsa L Mai

  Heliyon 2022; 9(1), e12590. doi:10.1016/j.heliyon.2022.e12590

• Over-distension prediction via hysteresis loop analysis and patient-specific basis functions in a virtual patient model

  Qianhui Sun, J G Chase, Cong Zhou, Merryn H Tawhai, Jennifer L Knopp, Knut Möller, Geoffrey M Shaw

  Computers in Biology and Medicine 2022; 141, 105022. doi:10.1016/j.compbiomed.2021.105022

• Practical identifiability of parametrised models: A review of benefits and limitations of various approaches

  Nicholas Lam, Paul Docherty, Rua Murray

  Mathematics and Computers in Simulation 2022; 199, pp. 202-216. doi:10.1016/j.matcom.2022.03.020

• Prediction and Estimation of Pulmonary Response and Elastance Evolution for Volume-Controlled and Pressure-Controlled Ventilation

  Qianhui Sun, J G Chase, Cong Zhou, Merryn H Tawhai, Jennifer L Knopp, Knut Möller, Serge J Heines, Dennis C Bergmans, Geoffrey M Shaw

  Biomedical Signal Processing and Control 2022; 72, 103367. doi:10.1016/j.bspc.2021.103367

• Prediction of high-flow nasal cannula outcomes at the early phase using the modified respiratory rate oxygenation index

  Zhe Li, Chen Chen, Zhangjun Tan, Yulong Yao, Shunpeng Xing, Yan Li, Yuan Gao, Zhanqi Zhao, Yuxiao Deng, Mingli Zhu

  BMC Pulmonary Medicine 2022; 22(1), pp. 1-11. doi:10.1186/s12890-022-02017-8

• Prevalence and prognosis of respiratory pendelluft phenomenon in mechanically ventilated ICU patients with acute respiratory failure: a retrospective cohort study

  Yi Chi, Zhanqi Zhao, Inéz Frerichs, Yun Long, Huaiwu He

  Annals of intensive care 2022; 12(1), pp. 1-9. doi:10.1186/s13613-022-00995-w

• Prone position improves lung ventilation–perfusion matching in non-intubated COVID-19 patients: a prospective physiologic study

  Ling Liu, Jianfeng Xie, Changsong Wang, Zhanqi Zhao, Yang Chong, Xueyan Yuan, Haibo Qiu, Mingyan Zhao, Yi Yang, Arthur S Slutsky

  Critical Care 2022; 26(1), pp. 1-3. doi:10.1186/s13054-022-04069-y

• Psychophysiological parameters for emotion recognition – Conception and first evaluation of a measurement environment

  Jonas Birkle, Ruben Weber, Knut Möller, Verena Wagner-Hartl

  Presented in Intelligent Human Systems Integration (IHSI 2022): Integrating People and Intelligent Systems : Proceedings of the 5th International Conference on Intelligent Human Systems Integration; Integrating People and Intelligent Systems 2022, Virtual Conference, Italy; 22. doi:10.54941/ahfe100958

• Pulmonary rehabilitation ameliorates regional lung function in chronic obstructive pulmonary disease: a prospective single-arm clinical trial

  Haiman Ma, Meng Dai, Shuo Wu, Zhanqi Zhao, Yan Zhang, Feng Zhao, Lin Yang, Xinyu Ti, Shuoyao Qu

  Annals of Translational Medicine 2022; 10(16). doi:10.21037/atm-22-3597

• Reconstructing asynchrony for mechanical ventilation using a hysteresis loop virtual patient model

  Cong Zhou, J G Chase, Qianhui Sun, Jennifer Knopp, Merryn H Tawhai, Thomas Desaive, Knut Möller, Geoffrey M Shaw, Yeong S Chiew, Balazs Benyo

  BioMedical Engineering OnLine 2022; 21(1), 16. doi:10.1186/s12938-022-00986-9

• Regional ventilation distribution in patients with scoliosis assessed by electrical impedance tomography: Is individual thorax shape required?

  Chenxi Zhang, Yu Wang, Longlong Liu, Qing Li, Yi Li, Na Li, Jianing Xi, Hongying Jiang, Feng Fu, Inéz Frerichs, Knut Möller, Zhanqi Zhao

  Respiratory Physiology \& Neurobiology 2022; 299, 103854. doi:10.1016/j.resp.2022.103854

• Robustness evaluation on different training state of a CNN model

  Ning Ding, Knut Möller

  Current Directions in Biomedical Engineering 2022; 8(2), pp. 497-500. doi:10.1515/cdbme-2022-1127

• Robustness of Convolutional Neural Networks for Surgical Tool Classification in Laparoscopic Videos from Multiple Sources and of Multiple Types: A Systematic Evaluation

  Tamer Abdulbaki Alshirbaji, Nour A Jalal, Paul D Docherty, Thomas Neumuth, Knut Möller

  Electronics 2022; 11(18), 2849. doi:10.3390/electronics11182849

• Saline bolus-based electrical impedance tomography method for rapid bedside assessment of regional lung perfusion during ECMO therapy

  Huaiwu He, Jing Jiang, Mengru Xu, Siyi Yuan, Yun Long, Yi Chi, Inéz Frerichs, Zhanqi Zhao

  Critical Care 2022; 26(1), pp. 1-4. doi:10.1186/s13054-022-04142-6

• Separating Respiration and Perfusion in EIT: Harmonic Analysis on 2D-Thorax Simulation

  Erik Stein, Rongqing Chen, Alberto Battistel, Knut Moeller

  Current Directions in Biomedical Engineering 2022; 8(2), pp. 785-788. doi:10.1515/cdbme-2022-1200

• Simulation study of inflation of a high compliant balloon inside idealized non-linear tissue geometry

  Ashish Bhave, Stefan J Rupitsch, Knut Moller

  Current Directions in Biomedical Engineering 2022; 8(2), pp. 672-675. doi:10.1515/cdbme-2022-1171

• Spatial-temporal Modelling for Surgical Tool Classification in Cholecystectomy Videos

  Tamer Abdulbaki Alshirbaji, Nour A Jalal, Thomas Neumuth, Knut Moeller

  Presented in The Upper-Rhine Artificial Intelligence Symposium UR-AI 2022: AI Applications in Medicine and Manufacturing, 19 October 2022, Villingen-Schwenningen, Germany 2022; pp. 158-161.

• Spontaneous Breathing and Pendelluft in Patients with Acute Lung Injury: A Narrative Review

  Po-Lan Su, Zhanqi Zhao, Yen-Fen Ko, Chang-Wen Chen, Kuo-Sheng Cheng

  Journal of Clinical Medicine 2022; 11(24), 7449. doi:10.3390/jcm11247449

• Statistical Description of SaO2–SpO2 Relationship for Model of Oxygenation in Premature Infants

  Veronika Rafl-Huttova, Jakub Rafl, Knut Möller, Thomas E Bachman, Petr Kudrna, Martin Rozanek

  Electronics 2022; 11(9), 1314. doi:10.3390/electronics11091314

• The calculation of electrical impedance tomography based silent spaces requires individual thorax and lung contours

  Lin Yang, Feng Fu, Inéz Frerichs, Knut Möller, Meng Dai, Zhanqi Zhao

  Physiological Measurement 2022; 43(9), 09NT02. doi:10.1088/1361-6579/ac8bc2

• The Effects of Additional Local-Mixing Compartments in the DISST Model-Based Assessment of Insulin Sensitivity

  Nicholas Lam, Rua Murray, Paul D Docherty, Lisa Te Morenga, J G Chase

  Journal of Diabetes Science and Technology 2022; 16(5), pp. 1196-1207. doi:10.1177/19322968211021602

• The Impact of Exogenous Insulin Input on Calculating Hepatic Clearance Parameters

  Alexander D McHugh, J G Chase, Jennifer L Knopp, Jennifer J Ormsbee, Diana G Kulawiec, Troy L Merry, Rinki Murphy, Peter R Shepherd, Hannah J Burden, Paul D Docherty

  Journal of Diabetes Science and Technology 2022; 16(4), pp. 945-954. doi:10.1177/1932296820986878

• The influence of reference electrode in electrical impedance tomography

  Zhimin Lin, Weixiang Huang, Zhijun Gao, Lin Yang, Yimin Li, Yu Lu, Meng Dai, Feng Fu, Ling Sang, Zhanqi Zhao

  Heliyon 2022; 8(12), e12454. doi:10.1016/j.heliyon.2022.e12454

• Tiffeneau-Testing by means of a Smart-Shirt

  Bernhard Laufer, Paul D Docherty, Nour A Jalal, Sabine Krueger-Ziolek, Fabian Hoeflinger, Leonhard Reindl, Knut Moeller

  Current Directions in Biomedical Engineering 2022; 8(2), pp. 616-619. doi:10.1515/cdbme-2022-1157

• Transfer Learning in Facial Emotion Recognition: Useful or Misleading?

  Herag Arabian, Verena Wagner-Hartl, Knut Moeller

  Current Directions in Biomedical Engineering 2022; 8(2), pp. 668-671. doi:10.1515/cdbme-2022-1170

• Two regional ventilation–perfusion patterns of lung consolidation assessed by electrical impedance tomography and ultrasound

  Na Wang, Huaiwu He, Yun Long, Dawei Liu, Qianling Wang, Jing Jiang, Yuechuan Xue, Siyi Yuan, Yi Chi, Zhanqi Zhao

  Critical Care 2022; 26(1), pp. 1-4. doi:10.1186/s13054-022-04235-2

• Volume-OXygenation Index to Predict HFNC Failure: How to Capture the Tidal Volume Matters

  Zhe Li, Yuan Gao, Zhanqi Zhao

  American journal of respiratory and critical care medicine 2022; 207(4). doi:10.1164/rccm.202209-1659LE