Pneumothorax detection in chest radiographs: optimizing artificial intelligence system for accuracy and confounding bias reduction using in-image annotations in algorithm training von Rueckel, Johannes, Huemmer, Christian, Fieselmann, Andreas, Ghesu, Florin-Cristian, Mansoor, Awais, Schachtner, Balthasar, Wesp, Philipp, Trappmann, Lena, Munawwar, Basel, Ricke, Jens, Ingrisch, Michael, Sabel, Bastian O.

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AUCReshaping: improved sensitivity at high-specificity von Bhat, Sheethal, Mansoor, Awais, Georgescu, Bogdan, Panambur, Adarsh B., Ghesu, Florin C., Islam, Saahil, Packhäuser, Kai, Rodríguez-Salas, Dalia, Grbic, Sasa, Maier, Andreas

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Automated diagnosis and prognosis of COVID-19 pneumonia from initial ER chest X-rays using deep learning von Chamberlin, Jordan H, Aquino, Gilberto, Nance, Sophia, Wortham, Andrew, Leaphart, Nathan, Paladugu, Namrata, Brady, Sean, Baird, Henry, Fiegel, Matthew, Fitzpatrick, Logan, Kocher, Madison, Ghesu, Florin, Mansoor, Awais, Hoelzer, Philipp, Zimmermann, Mathis, James, W. Ennis, Dennis, D. Jameson, Houston, Brian A, Kabakus, Ismail M, Baruah, Dhiraj, Schoepf, U. Joseph, Burt, Jeremy R

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Validation of a new predictive model to improve risk stratification in bronchopulmonary dysplasia von Nino, Gustavo, Mansoor, Awais, Perez, Geovanny F., Arroyo, Maria, Xuchen, Xilei, Weinstock, Jered, Kyle Salka, Said, Mariam, Acuña-Cordero, Ranniery, Sossa-Briceño, Monica P., Rodríguez-Martínez, Carlos E., Linguraru, Marius

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A review on segmentation of positron emission tomography images von Foster, Brent, Bagci, Ulas, Mansoor, Awais, Xu, Ziyue, Mollura, Daniel J

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Segmentation and Image Analysis of Abnormal Lungs at CT: Current Approaches, Challenges, and Future Trends von Mansoor, Awais, Bagci, Ulas, Foster, Brent, Xu, Ziyue, Papadakis, Georgios Z, Folio, Les R, Udupa, Jayaram K, Mollura, Daniel J

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A Generic Approach to Pathological Lung Segmentation von Mansoor, Awais, Bagci, Ulas, Ziyue Xu, Foster, Brent, Olivier, Kenneth N., Elinoff, Jason M., Suffredini, Anthony F., Udupa, Jayaram K., Mollura, Daniel J.

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Deep Learning Guided Partitioned Shape Model for Anterior Visual Pathway Segmentation von Mansoor, Awais, Cerrolaza, Juan J., Idrees, Rabia, Biggs, Elijah, Alsharid, Mohammad A., Avery, Robert A., Linguraru, Marius George

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Quantifying and leveraging predictive uncertainty for medical image assessment von Ghesu, Florin C., Georgescu, Bogdan, Mansoor, Awais, Yoo, Youngjin, Gibson, Eli, Vishwanath, R.S., Balachandran, Abishek, Balter, James M., Cao, Yue, Singh, Ramandeep, Digumarthy, Subba R., Kalra, Mannudeep K., Grbic, Sasa, Comaniciu, Dorin

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Communal Domain Learning for Registration in Drifted Image Spaces von Mansoor, Awais, Linguraru, Marius George

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A hybrid method for airway segmentation and automated measurement of bronchial wall thickness on CT von Xu, Ziyue, Bagci, Ulas, Foster, Brent, Mansoor, Awais, Udupa, Jayaram K., Mollura, Daniel J.

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Optic pathway glioma volume predicts retinal axon degeneration in neurofibromatosis type 1 von Avery, Robert A, Mansoor, Awais, Idrees, Rabia, Trimboli-Heidler, Carmelina, Ishikawa, Hiroshi, Packer, Roger J, Linguraru, Marius George

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An Artificial Intelligence-Based Chest X-ray Model on Human Nodule Detection Accuracy From a Multicenter Study von Homayounieh, Fatemeh, Digumarthy, Subba, Ebrahimian, Shadi, Rueckel, Johannes, Hoppe, Boj Friedrich, Sabel, Bastian Oliver, Conjeti, Sailesh, Ridder, Karsten, Sistermanns, Markus, Wang, Lei, Preuhs, Alexander, Ghesu, Florin, Mansoor, Awais, Moghbel, Mateen, Botwin, Ariel, Singh, Ramandeep, Cartmell, Samuel, Patti, John, Huemmer, Christian, Fieselmann, Andreas, Joerger, Clemens, Mirshahzadeh, Negar, Muse, Victorine, Kalra, Mannudeep

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Large-Scale Study on AI’s Impact on Identifying Chest Radiographs with No Actionable Disease in Outpatient Imaging von Mansoor, Awais, Schmuecking, Ingo, Ghesu, Florin C., Georgescu, Bogdan, Grbic, Sasa, Vishwanath, R.S., Farri, Oladimeji, Ghosh, Rikhiya, Vunikili, Ramya, Zimmermann, Mathis, Sutcliffe, James, Mendelsohn, Steven L., Comaniciu, Dorin, Gefter, Warren B.

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Quantitative MRI criteria for optic pathway enlargement in neurofibromatosis type 1 von Avery, Robert A, Mansoor, Awais, Idrees, Rabia, Biggs, Elijah, Alsharid, Mohammad Ali, Packer, Roger J, Linguraru, Marius George

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Ventricular shape evaluation on early ultrasound predicts post-hemorrhagic hydrocephalus von Obeid, Rawad, Tabrizi, Pooneh R., Mansoor, Awais, Cerrolaza, Juan J., Chang, Taeun, Penn, Anna A., Linguraru, Marius George

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LGG-04. UNIFORM VOLUMETRIC MEASURES OF CROSS-PLATFORM MRI ACQUISITIONS IN NF1 OPTIC PATHWAY GLIOMAS: APPLICATION OF DEEP LEARNING TECHNIQUES TO MULTI-CENTER CLINICAL TRIALS von Mansoor, Awais, Avery, Robert, Stence, Nicholas, Fisher, Michael, McCourt, Emily, Packer, Roger, Foreman, Nicholas, Linguraru, Marius

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A Semi-Automated Method for Measuring Biofilm Accumulation on the Teeth Using Quantitative Light-Induced Fluorescence in Dogs and Cats von Scherl, Dale S., Coffman, Lori, Mansoor, Awais, Rajwa, Bartek, Patsekin, Valery, Robinson, J. Paul

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Generation of Radiology Findings in Chest X-Ray by Leveraging Collaborative Knowledge von Danu, Manuela Daniela, Marica, George, Karn, Sanjeev Kumar, Georgescu, Bogdan, Mansoor, Awais, Ghesu, Florin, Itu, Lucian Mihai, Suciu, Constantin, Grbic, Sasa, Farri, Oladimeji, Comaniciu, Dorin

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A Statistical Modeling Approach to Computer-Aided Quantification of Dental Biofilm von Mansoor, Awais, Patsekin, Valery, Scherl, Dale, Robinson, J. Paul, Rajwa, Bartlomiej

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