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U‐Net based deep learning bladder segmentation in CT urography.
Published in:
Medical Physics, 2019, v. 46, n. 4, p. 1752, doi. 10.1002/mp.13438
By:
- Ma, Xiangyuan;
- Hadjiiski, Lubomir M.;
- Wei, Jun;
- Chan, Heang‐Ping;
- Cha, Kenny H.;
- Cohan, Richard H.;
- Caoili, Elaine M.;
- Samala, Ravi;
- Zhou, Chuan;
- Lu, Yao
Publication type:
Article
Deep‐learning convolutional neural network: Inner and outer bladder wall segmentation in CT urography.
Published in:
Medical Physics, 2019, v. 46, n. 2, p. 634, doi. 10.1002/mp.13326
By:
- Gordon, Marshall N.;
- Hadjiiski, Lubomir M.;
- Cha, Kenny H.;
- Samala, Ravi K.;
- Chan, Heang‐Ping;
- Cohan, Richard H.;
- Caoili, Elaine M.
Publication type:
Article
Deep learning in medical imaging and radiation therapy.
Published in:
Medical Physics, 2019, v. 46, n. 1, p. e1, doi. 10.1002/mp.13264
By:
- Sahiner, Berkman;
- Pezeshk, Aria;
- Hadjiiski, Lubomir M.;
- Wang, Xiaosong;
- Drukker, Karen;
- Cha, Kenny H.;
- Summers, Ronald M.;
- Giger, Maryellen L.
Publication type:
Article
Urinary bladder cancer staging in CT urography using machine learning.
Published in:
Medical Physics, 2017, v. 44, n. 11, p. 5814, doi. 10.1002/mp.12510
By:
- Garapati, Sankeerth S.;
- Hadjiiski, Lubomir;
- Cha, Kenny H.;
- Chan, Heang-Ping;
- Caoili, Elaine M.;
- Cohan, Richard H.;
- Weizer, Alon;
- Alva, Ajjai;
- Paramagul, Chintana;
- Wei, Jun;
- Zhou, Chuan
Publication type:
Article
Urinary bladder segmentation in CT urography using deep-learning convolutional neural network and level sets.
Published in:
Medical Physics, 2016, v. 43, n. 4, p. 1882, doi. 10.1118/1.4944498
By:
- Cha, Kenny H.;
- Hadjiiski, Lubomir;
- Samala, Ravi K.;
- Chan, Heang‐Ping;
- Caoili, Elaine M.;
- Cohan, Richard H.
Publication type:
Article
Computerized Decision Support for Bladder Cancer Treatment Response Assessment in CT Urography: Effect on Diagnostic Accuracy in Multi-Institution Multi-Specialty Study.
Published in:
Tomography: A Journal for Imaging Research, 2022, v. 8, n. 2, p. 644, doi. 10.3390/tomography8020054
By:
- Sun, Di;
- Hadjiiski, Lubomir;
- Alva, Ajjai;
- Zakharia, Yousef;
- Joshi, Monika;
- Chan, Heang-Ping;
- Garje, Rohan;
- Pomerantz, Lauren;
- Elhag, Dean;
- Cohan, Richard H.;
- Caoili, Elaine M.;
- Kerr, Wesley T.;
- Cha, Kenny H.;
- Kirova-Nedyalkova, Galina;
- Davenport, Matthew S.;
- Shankar, Prasad R.;
- Francis, Isaac R.;
- Shampain, Kimberly;
- Meyer, Nathaniel;
- Barkmeier, Daniel
Publication type:
Article
Intraobserver Variability in Bladder Cancer Treatment Response Assessment With and Without Computerized Decision Support.
Published in:
Tomography: A Journal for Imaging Research, 2020, v. 6, n. 2, p. 194, doi. 10.18383/j.tom.2020.00013
By:
- Hadjiiski, Lubomir M.;
- Cha, Kenny H.;
- Cohan, Richard H.;
- Heang-Ping Chan;
- Caoili, Elaine M.;
- Davenport, Matthew S.;
- Samala, Ravi K.;
- Weizer, Alon Z.;
- Alva, Ajjai;
- Kirova-Nedyalkova, Galina;
- Shampain, Kimberly;
- Meyer, Nathaniel;
- Barkmeier, Daniel;
- Woolen, Sean A.;
- Shankar, Prasad R.;
- Francis, Isaac R.;
- Palmbos, Phillip L.
Publication type:
Article
Methodology for Good Machine Learning with Multi‐Omics Data.
Published in:
Clinical Pharmacology & Therapeutics, 2024, v. 115, n. 4, p. 745, doi. 10.1002/cpt.3105
By:
- Coroller, Thibaud;
- Sahiner, Berkman;
- Amatya, Anup;
- Gossmann, Alexej;
- Karagiannis, Konstantinos;
- Moloney, Conor;
- Samala, Ravi K.;
- Santana‐Quintero, Luis;
- Solovieff, Nadia;
- Wang, Craig;
- Amiri‐Kordestani, Laleh;
- Cao, Qian;
- Cha, Kenny H.;
- Charlab, Rosane;
- Cross, Frank H.;
- Hu, Tingting;
- Huang, Ruihao;
- Kraft, Jeffrey;
- Krusche, Peter;
- Li, Yutong
Publication type:
Article
End-to-end deep learning method for predicting hormonal treatment response in women with atypical endometrial hyperplasia or endometrial cancer.
Published in:
Journal of Medical Imaging, 2024, v. 11, n. 1, p. 17502, doi. 10.1117/1.JMI.11.1.017502
By:
- Kahaki, Seyed;
- Hagemann, Ian S.;
- Cha, Kenny H.;
- Trindade, Christopher;
- Petrick, Nicholas;
- Kostelecky, Nicolas;
- Borden, Lindsay E.;
- Atwi, Doaa;
- Fung, Kar-Ming;
- Chen, Weijie
Publication type:
Article
Decision region analysis for generalizability of artificial intelligence models: estimating model generalizability in the case of cross-reactivity and population shift.
Published in:
Journal of Medical Imaging, 2024, v. 11, n. 1, p. 14501, doi. 10.1117/1.JMI.11.1.014501
By:
- Burgon, Alexis;
- Sahiner, Berkman;
- Petrick, Nicholas;
- Pennello, Gene;
- Cha, Kenny H.;
- Samala, Ravi K.
Publication type:
Article
SPIE-AAPM-NCI BreastPathQ Challenge: an image analysis challenge for quantitative tumor cellularity assessment in breast cancer histology images following neoadjuvant treatment.
Published in:
Journal of Medical Imaging, 2021, v. 8, n. 3, p. 34501, doi. 10.1117/1.JMI.8.3.034501
By:
- Petrick, Nicholas;
- Akbar, Shazia;
- Cha, Kenny H.;
- Nofech-Mozes, Sharon;
- Sahiner, Berkman;
- Gavrielides, Marios A.;
- Kalpathy-Cramer, Jayashree;
- Drukker, Karen;
- Martel, Anne L.;
- BreastPathQ Challenge Group, for the
Publication type:
Article
Evaluation of data augmentation via synthetic images for improved breast mass detection on mammograms using deep learning.
Published in:
Journal of Medical Imaging, 2020, v. 7, n. 1, p. 12703, doi. 10.1117/1.JMI.7.1.012703
By:
- Cha, Kenny H.;
- Petrick, Nicholas;
- Pezeshk, Aria;
- Graff, Christian G.;
- Sharma, Diksha;
- Badal, Andreu;
- Sahiner, Berkman
Publication type:
Article

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