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Pneumothorax detection in chest radiographs: optimizing artificial intelligence system for accuracy and confounding bias reduction using in-image annotations in algorithm training.
Published in:
European Radiology, 2021, v. 31, n. 10, p. 7888, doi. 10.1007/s00330-021-07833-w
By:
- 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.
Publication type:
Article
Computer-aided pulmonary image analysis in small animal models.
Published in:
Medical Physics, 2015, v. 42, n. 7, p. 3896, doi. 10.1118/1.4921618
By:
- Xu, Ziyue;
- Bagci, Ulas;
- Mansoor, Awais;
- Kramer‐Marek, Gabriela;
- Luna, Brian;
- Kubler, Andre;
- Dey, Bappaditya;
- Foster, Brent;
- Papadakis, Georgios Z.;
- Camp, Jeremy V.;
- Jonsson, Colleen B.;
- Bishai, William R.;
- Jain, Sanjay;
- Udupa, Jayaram K.;
- Mollura, Daniel J.
Publication type:
Article
An Artificial Intelligence–Based Chest X-ray Model on Human Nodule Detection Accuracy From a Multicenter Study.
Published in:
JAMA Network Open, 2021, v. 4, n. 12, p. e2141096, doi. 10.1001/jamanetworkopen.2021.41096
By:
- 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
Publication type:
Article
Larger tumor volume is associated with visual acuity loss and axonal degeneration in children with optic pathway gliomas secondary to neurofibromatosis type 1.
Published in:
Neuro-Oncology Advances, 2023, v. 5, n. 1, p. 1, doi. 10.1093/noajnl/vdad107
By:
- Avery, Robert A;
- Mansoor, Awais;
- Liu, Grant T;
- Trimboli−Heidler, Carmelina;
- Ying, Gui−Shuang;
- Centrella, Cameron R;
- Eltoukhy, Nadeen;
- Packer, Roger J;
- Fisher, Michael J;
- Linguraru, Marius George
Publication type:
Article
Contrastive self-supervised learning from 100 million medical images with optional supervision.
Published in:
Journal of Medical Imaging, 2022, v. 9, n. 6, p. 64503, doi. 10.1117/1.JMI.9.6.064503
By:
- Ghesu, Florin C.;
- Georgescu, Bogdan;
- Mansoor, Awais;
- Yoo, Youngjin;
- Neumann, Dominik;
- Patel, Pragneshkumar;
- Vishwanath, Reddappagari Suryanarayana;
- Balter, James M.;
- Cao, Yue;
- Grbic, Sasa;
- Comaniciu, Dorin
Publication type:
Article
Value of quantitative airspace disease measured on chest CT and chest radiography at initial diagnosis compared to clinical variables for prediction of severe COVID-19.
Published in:
Journal of Medical Imaging, 2022, v. 9, n. 3, p. 34003, doi. 10.1117/1.JMI.9.3.034003
By:
- Jung, Hae-Min;
- Yang, Rochelle;
- Gefter, Warren B.;
- Ghesu, Florin C.;
- Mailhe, Boris;
- Mansoor, Awais;
- Grbic, Sasa;
- Comaniciu, Dorin;
- Vogt, Sebastian;
- Mortani Barbosa Jr., Eduardo J.
Publication type:
Article
A Semi-Automated Method for Measuring Biofilm Accumulation on the Teeth Using Quantitative Light-Induced Fluorescence in Dogs and Cats.
Published in:
Journal of Veterinary Dentistry, 2022, v. 39, n. 2, p. 122, doi. 10.1177/08987564221081991
By:
- Scherl, Dale S.;
- Coffman, Lori;
- Mansoor, Awais;
- Rajwa, Bartek;
- Patsekin, Valery;
- Robinson, J. Paul
Publication type:
Article
AUCReshaping: improved sensitivity at high-specificity.
Published in:
Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-48482-x
By:
- Bhat, Sheethal;
- Mansoor, Awais;
- Georgescu, Bogdan;
- Panambur, Adarsh B.;
- Ghesu, Florin C.;
- Islam, Saahil;
- Packhäuser, Kai;
- Rodríguez-Salas, Dalia;
- Grbic, Sasa;
- Maier, Andreas
Publication type:
Article
Automated diagnosis and prognosis of COVID-19 pneumonia from initial ER chest X-rays using deep learning.
Published in:
BMC Infectious Diseases, 2022, v. 22, n. 1, p. 1, doi. 10.1186/s12879-022-07617-7
By:
- 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
Publication type:
Article

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