Scientific research and academic work experience 

(in reverse chronological order; please list the supervisors)

2021.09 – Present Postgraduate supervisor, Zhejiang University, China

2019.01     Visiting scholar, Institute of Physiology, Pulmonologist – intensivist Dept of intensive care, UMC, Amsterdam, Host: Prof. Leo Heunks

2017.09     Visiting scholar, Pulmonary Diagnostics & Respiratory Therapy Services, University of Virginia Medical Center, Charlottesville, Virginia,USA, Host: Daniel Rowley

2010.9       Visiting scholar,  Respiratory Care program.( Scholarship for AARC International fellow) , Supervisor: Prof. Jerome Sullivan

2007.8       Visiting scholar, Cardiac pulmonary science department, Loma Linda University Health, Supervisor: Prof. David Lopez

Host or participant in scientific research projects

(in reverse chronological order)

Host

2021-2024, NSFC, Research on the pathological role and mechanism of cell aging in all levels of atrophy caused by high PEEP, Host.  82070087

2019-2020, NSF of Zhejiang Province, research on the molecular mechanism of nerve regulated ventilation to prevent ventilator-induced diaphragm dysfunction, Y19H010030

Participant

2016-2020, National key R & D plan, application of new non-invasive and invasive ventilation and monitoring technologies in acute exacerbation of chronic obstructive pulmonary disease, sub subject, main participant, 2016YFC1304204

2014-2016, NSF of Zhejiang Province, Mechanism of diaphragmatic injury in patients with severe acute pancreatitis complicated by abdominal hypertension. LY14H030002 Main participant

Awards

2014   Adult Acute Care Specialty Practitioner of the Year Award, AARC

2010    International fellow of AARC

2021    Fellow of AARC

Representative publications (up to 10), research results and academic awards 

1． Pan Q,  Jia M,  Liu Q,  Zhang L,  Pan J,  Lu F,  Zhang Z,  Fang L,  Ge H*. Identifying Patient-Ventilator Asynchrony on a Small Dataset Using Image-Based Transfer Learning.Sensors (Basel) 2021 Jun 17;21(12) (IF 3.275)

2． Ge H,  Lin L,  Xu Y,  Xu P,  Duan K,  Pan Q,  Ying K. Airway Pressure Release Ventilation Mode Improves Circulatory and Respiratory Function in Patients After Cardiopulmonary Bypass, a Randomized Trial. Front Physiol 2021;12. (IF 4.7 )

3． Pan Q,  Jia M,  Ge H*,  Zhao Z,Electrical impedance tomography captures heterogeneous lung ventilation that may be associated with ineffective inspiratory efforts. Crit Care 2021 Aug 21;25(1)(IF 9.097)

4． Pan Q,  Zhang L,  Jia M,  Pan J,  Gong Q,  Lu Y,  Zhang Z,  Ge H*,  Fang L*. An interpretable 1D convolutional neural network for detecting patient-ventilator asynchrony in mechanical ventilation.Comput Methods Programs Biomed 2021 Jun;204

5． Ge H,  Duan K,  Wang J,  Jiang L,  Zhang L,  Zhou Y,  Fang L,  Heunks LMA,  Pan Q,  Zhang Z,Risk Factors for Patient-Ventilator Asynchrony and Its Impact on Clinical Outcomes: Analytics Based on Deep Learning Algorithm.Front Med (Lausanne) 2020;7

6．  Ge H,  Zhou JC,  Lv F,  Zhang J,  Yi J,  Yang C,  Zhang L,  Zhou Y,  Ren B,  Pan Q,  Zhang Z, Cumulative oxygen deficit is a novel predictor for the timing of invasive mechanical ventilation in COVID-19 patients with respiratory distress.PeerJ 2020;8

7． Mauri T,  Foti G,  Fornari C,  Grasselli G,  Pinciroli R,  Lovisari F,  Tubiolo D,  Volta CA,  Spadaro S,  Rona R,  Rondelli E,  Navalesi P,  Garofalo E,  Knafelj R,  Gorjup V,  Colombo R,  Cortegiani A,  Zhou JX,  D'Andrea R,  Calamai I,    Roca O,  Grieco DL,  Jovaisa T,  Bampalis D,  Becher T,  Battaglini D,  Ge H,  Luz M,  Constantin JM,  Ranieri M,  Guerin C,  Mancebo J,  Pelosi P,  Fumagalli R,  Brochard L,  Pesenti A,  PROTECTION Trial Collaborators,Sigh in Patients With Acute Hypoxemic Respiratory Failure and ARDS: The PROTECTION Pilot Randomized Clinical Trial.Chest 2021 Apr;159(4)

8． Huiqing Ge et al. Lung Mechanics of Mechanically Ventilated Patients With COVID-19: Analytics With High-Granularity Ventilator Waveform Data. Front Med (Lausanne) 2020;7

9． Huiqing Ge, Ye Jiang, Qijun Jin, et al. Nomogram for the prediction of postoperative hypoxemia in patients with acute aortic dissection. BMC Anesthesiology (2018) 18:146

10． Hui-Qing Ge, Ji-Mei Wang, Hui-Ling Lin, et al. Effect of Nebulizer Location and Spontaneous Breathing on Aerosol Delivery During Airway Pressure Release Ventilation in Bench Testing. Journal of aerosol medicine and pulmonary drug delivery, 2019, Volume 31

Awards

2014   Adult Acute Care Specialty Practitioner of the Year Award, AARC

2010    International fellow of AARC

2021    Fellow of AARC