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Joseph Reinhardt, BS, MS, PhD

Professor of Biomedical Engineering

Current Positions

  • Professor of Biomedical Engineering (BME)
  • Professor of Radiology

Education

  • BS in Electrical Engineering, Carnegie Mellon University
  • MS in Electrical Engineering, Northeastern University
  • PhD in Electrical Engineering, Penn State University
  • Postdoctoral Fellow in Medical Imaging, Radiology, University of Iowa, Iowa City, Iowa, United States

Graduate Program Affiliations

Center, Program and Institute Affiliations

Selected Publications

  • Niu, J., Cai, M., Shi, Y., Ren, S., Xu, W., Gao, W., Luo, Z. & Reinhardt, J. M. (2019). A Novel Method for Automatic Identification of Breathing State. Scientific reports 9 (1) 103. PMID: 30643176. DOI: 10.1038/s41598-018-36454-5.
  • Gerard, S. E., Patton, T. J., Christensen, G. E., Bayouth, J. E. & Reinhardt, J. M. (2019). FissureNet: A Deep Learning Approach For Pulmonary Fissure Detection in CT Images. IEEE transactions on medical imaging 38 (1) 156-166. PMID: 30106711. DOI: 10.1109/TMI.2018.2858202.
  • Kipritidis, J., Tahir, B. A., Cazoulat, G., Hofman, M. S., Siva, S., Callahan, J., Hardcastle, N., Yamamoto, T., Christensen, G. E., Reinhardt, J. M., Kadoya, N., Patton, T. J., Gerard, S. E., Duarte, I., Archibald-Heeren, B., Byrne, M., Sims, R., Ramsay, S., Booth, J. T., Eslick, E., Hegi-Johnson, F., Woodruff, H. C., Ireland, R. H., Wild, J. M., Cai, J., Bayouth, J., Brock, K. & Keall, P. J. (2018). The VAMPIRE Challenge: A Multi-Institutional Validation Study of CT Ventilation Imaging. Medical physics. PMID: 30575051. DOI: 10.1002/mp.13346.
  • Bodduluri, S., Puliyakote ASK, Gerard, S. E., Reinhardt, J. M., Hoffman, E. A., Newell, Jr, J. D., Nath, H. P., Han, M. K., Washko, G. R., San José Estépar, R., Dransfield, M. T., Bhatt, S. P. & Investigators, C. (2018). Airway fractal dimension predicts respiratory morbidity and mortality in COPD. The Journal of clinical investigation 128 (12) 5374-5382. PMID: 30256767. DOI: 10.1172/JCI120693.
  • Bodduluri, S., Puliyakote ASK, Gerard, S. E., Reinhardt, J. M., Hoffman, E. A., Newell, Jr, J. D., Nath, H. P., Han, M. K., Washko, G. R., San José Estépar, R., Dransfield, M. T., Bhatt, S. P. & Investigators, C. (2018). Airway fractal dimension predicts respiratory morbidity and mortality in COPD. The Journal of clinical investigation 128 (12) 5676. PMID: 30507605. DOI: 10.1172/JCI125987.
  • Patton, T. J., Gerard, S. E., Shao, W., Christensen, G. E., Reinhardt, J. M. & Bayouth, J. E. (2018). Quantifying ventilation change due to radiation therapy using 4DCT Jacobian calculations. Medical physics 45 (10) 4483-4492. PMID: 30047588. DOI: 10.1002/mp.13105.
  • Bodduluri, S., Reinhardt, J. M., Hoffman, E. A., Newell, Jr, J. D. & Bhatt, S. P. (2018). Recent Advances in Computed Tomography Imaging in Chronic Obstructive Pulmonary Disease. Annals of the American Thoracic Society 15 (3) 281-289. PMID: 28812906. DOI: 10.1513/AnnalsATS.201705-377FR.
  • Gerard, S. E., Herrmann, J., Kaczka, D. W. & Reinhardt, J. M. (2018). Transfer Learning for Segmentation of Injured Lungs Using Coarse-to-Fine Convolutional Neural Networks. In Image Analysis for Moving Organ, Breast, and Thoracic Images. pp. 191--201. Springer.
  • Shao, W., Gerard, S. E., Pan, Y., Patton, T. J., Reinhardt, J. M., Durumeric, O. C., Bayouth, J. E. & Christensen, G. E. (2018). Sensitivity Analysis of Jacobian Determinant Used in Treatment Planning for Lung Cancer. In Proc. SPIE Conf. Medical Imaging. SPIE.
  • Gerard, S. E., Herrmann, J., Kaczka, D. W. & Reinhardt, J. M. (2018). Transfer learning for segmentation of injured lungs in computed tomography.