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J

Joseph M. Reinhardt

university of iowa

46H-index
325Paper Count
8.9KCitation Count
Published Papers 110
Publication Date
Sex-specific machine learning improves prediction of incident and prevalent COPD
errChest
IF8.6
err2026-07-25
err0
errOAAI
errKalysta Makimoto; Benjamin M. Smith; Joseph M. Reinhardt; Cameron J. Hague; James C. Hogg; Jean Bourbeau; Wan C. Tan; Miranda Kirby
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Response
errCHEST
IF8.6
err2025-10-08
err0
PREAI
errHira A. Awan; Alejandro P. Comellas; Eric A. Hoffman; Joseph M. Reinhardt
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A Review of Advances in Lung Function Imaging and Its Applications for Functional Lung Avoidance in Radiation Therapy
err2025-09-26
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PREAI
errZhi Chen; Zihan Li; Yu-Hua Huang; Tianyu Xiong; Xinzhi Teng; Bing Li; John Kipritidis; Paul J. Keall; Joseph M. Reinhardt; Hong Ge; Ge Ren; Jing Cai
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Pulmonary Biomechanics in COPD: Imaging Techniques and Clinical Applications
err2025-09-12
err1
PREAI
errAguilera, Stephanie Marie; Chaudhary, Muhammad F. A.; Gerard, Sarah E.; Reinhardt, Joseph M.; Bodduluri, Sandeep
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4DCT image artifact detection using deep learning
err2024-11-14
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errOAAI
errCarrizales, Joshua W.; Flakus, Mattison J.; Fairbourn, Dallin; Shao, Wei; Gerard, Sarah E.; Bayouth, John E.; Christensen, Gary E.; Reinhardt, Joseph M.
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CT strain metrics allow for earlier diagnosis of bronchiolitis obliterans syndrome after hematopoietic cell transplant
err2024-09-27
err1
PREAI
errShari, Husham; Bertini, Christopher D.; Alkhunaizi, Mansour; Hernandez, Maria; Musa, Zayan; Borges, Carlos; Turk, Ihsan; Bashoura, Lara; Dickey, Burton F.; Cheng, Guang-Shing; Yanik, Gregory; Galban, Craig J.; Guo, Huawei Henry; Godoy, Myrna C. B.; Reinhardt, Joseph M.; Hoffman, Eric A.; Castro, Mario; Rondon, Gabriela; Alousi, Amin M.; Champlin, Richard E.; Shpall, Elizabeth J.; Lu, Ying; Peterson, Samuel; Datta, Keshav; Nicolls, Mark R.; Hsu, Joe; Sheshadri, Ajay
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Mechanical ventilation guided by driving pressure optimizes local pulmonary biomechanics in an ovine model
err2024-08-14
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PREAI
errLagier, David; Zeng, Congli; Kaczka, David W.; Zhu, Min; Grogg, Kira; Gerard, Sarah E.; Reinhardt, Joseph M.; Ribeiro, Gabriel C. Motta; Rashid, Azman; Winkler, Tilo; Vidal Melo, Marcos F.
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A Phase 2 Randomized Clinical Trial Evaluating 4-Dimensional Computed Tomography Ventilation-Based Functional Lung Avoidance Radiation Therapy for Non-Small Cell Lung Cancer
err2024-08-01
err1
PREAI
errBaschnagel, Andrew M.; Flakus, Mattison J.; Wallat, Eric M.; Wuschner, Antonia E.; Chappell, Richard J.; Bayliss, R. Adam; Kimple, Randall J.; Christensen, Gary E.; Reinhardt, Joseph M.; Bassetti, Michael F.; Bayouth, John E.
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LungViT: Ensembling Cascade of Texture Sensitive Hierarchical Vision Transformers for Cross-Volume Chest CT Image-to-Image Translation
err2024-07-01
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errOAAI
errChaudhary, Muhammad F. A.; Gerard, Sarah E.; Christensen, Gary E.; Cooper, Christopher B.; Schroeder, Joyce D.; Hoffman, Eric A.; Reinhardt, Joseph M.
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DISTINGUISHING EARLY BRONCHIOLITIS OBLITERANS SYNDROME AFTER HEMATOPOIETIC CELL TRANSPLANTATION USING NOVEL LUNG STRAIN METRICS FROM CHEST CT SCANS
errCHEST
IF8.6
err2023-10-01
err0
PREAI
errSharifi, Husham; Bertini, Christopher D.; Alkhunaizi, Mansour A.; Hernandez, Maria; Turk, Ihsan; Bashoura, Lara; Dickey, Burton; Cheng, Guang-Shing; Yanik, Gregory; Galban, Craig; Godoy, Myrna; Guo, Haiwei H.; Reinhardt, Joseph; Hoffman, Eric A.; Castro, Mario; Alousi, Amin; Champlin, Richard E.; Shpall, Elizabeth; Rondon, Gabriela; Peterson, Samuel; Datta, Keshav; McEleney, Stephen; Hsu, Joe L.; Sheshadri, Ajay
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Role of Lung Lobar Sliding on Parenchymal Distortion During Breathing
err2023-09-01
err1
errOAAI
errGalloy, Adam E.; Reinhardt, Joseph M.; Raghavan, Madhavan L.
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Attention U-net for automated pulmonary fissure integrity analysis in lung computed tomography images
err2023-08-29
err5
errOAAI
errAlthof, Zachary W.; Gerard, Sarah E.; Eskandari, Ali; Galizia, Mauricio S.; Hoffman, Eric A.; Reinhardt, Joseph M.
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Longitudinal Follow-Up of Participants With Tobacco Exposure and Preserved Spirometry
err2023-08-01
err9
PREAI
errMcKleroy, William; Shing, Tracie; Anderson, Wayne H.; Arjomandi, Mehrdad; Awan, Hira Anees; Barjaktarevic, Igor; Barr, R. Graham; Bleecker, Eugene R.; Boscardin, John; Bowler, Russell P.; Buhr, Russell G.; Criner, Gerard J.; Comellas, Alejandro P.; Curtis, Jeffrey L.; Dransfield, Mark; Doerschuk, Claire M.; Dolezal, Brett A.; Drummond, M. Bradley; Han, MeiLan K.; Hansel, Nadia N.; Helton, Kinsey; Hoffman, Eric A.; Kaner, Robert J.; Kanner, Richard E.; Krishnan, Jerry A.; Lazarus, Stephen C.; Martinez, Fernando J.; Ohar, Jill; Ortega, Victor E.; Paine, Robert; Peters, Stephen P.; Reinhardt, Joseph M.; Rennard, Stephen; Smith, Benjamin M.; Tashkin, Donald P.; Couper, David; Cooper, Christopher B.; Woodruff, Prescott G.
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Validation of CT-based ventilation and perfusion biomarkers with histopathology confirms radiation-induced pulmonary changes in a porcine model
err2023-06-09
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errOAAI
errFlakus, Mattison J.; Wuschner, Antonia E.; Wallat, Eric M.; Graham, Melissa; Shao, Wei; Shanmuganayagam, Dhanansayan; Christensen, Gary E.; Reinhardt, Joseph M.; Bayouth, John E.
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Radiomics for Improved Detection of Chronic Obstructive Pulmonary Disease in Low-Dose and Standard-Dose Chest CT Scans
errRADIOLOGY
IF15.2
err2023-06-01
err17
errOAAI
errPuchakayala, Praneeth Reddy Amudala; Sthanam, Venkata L.; Nakhmani, Arie; Chaudhary, Muhammad F. A.; Puliyakote, Abhilash Kizhakke; Reinhardt, Joseph M.; Zhang, Chengcui; Bhatt, Surya P.; Bodduluri, Sandeep
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Metrics of dose to highly ventilated lung are predictive of radiation-induced pneumonitis in lung cancer patients
err2023-05-01
err8
errOAAI
errFlakus, Mattison J.; Kent, Sean P.; Wallat, Eric M.; Wuschner, Antonia E.; Tennant, Erica; Yadav, Poonam; Burr, Adam; Yu, Menggang; Christensen, Gary E.; Reinhardt, Joseph M.; Bayouth, John E.; Baschnagel, Andrew M.
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Robust quantification of CT-ventilation biomarker techniques and repeatability in a porcine model
err2023-04-07
err4
PREAI
errFlakus, Mattison J.; Wuschner, Antonia E.; Wallat, Eric M.; Shao, Wei; Meudt, Jen; Shanmuganayagam, Dhanansayan; Christensen, Gary E.; Reinhardt, Joseph M.; Bayouth, John E.
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Direct estimation of regional lung volume change from paired and single CT images using residual regression neural network
err2023-03-26
err2
errOAAI
errGerard, Sarah E.; Chaudhary, Muhammad F. A.; Herrmann, Jacob; Christensen, Gary E.; San Jose Estepar, Raul; Reinhardt, Joseph M.; Hoffman, Eric A.
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Predicting pulmonary ventilation damage after radiation therapy for nonsmall cell lung cancer using a ResNet generative adversarial network
err2023-02-22
err6
errOAAI
errWallat, Eric M.; Wuschner, Antonia E.; Flakus, Mattison J.; Gerard, Sarah E.; Christensen, Gary E.; Reinhardt, Joseph M.; Bayouth, John E.
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