Deep learning in medical imaging and radiation therapy
Sahiner, Berkman, Pezeshk, Aria, Hadjiiski, Lubomir M, Wang, Xiaosong, Drukker, Karen, Cha, Kenny H, Summers, Ronald M, Giger, Maryellen L
Published in Medical physics (Lancaster) (01.01.2019)
Published in Medical physics (Lancaster) (01.01.2019)
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Journal Article
Artificial intelligence in cancer imaging: Clinical challenges and applications
Bi, Wenya Linda, Hosny, Ahmed, Schabath, Matthew B., Giger, Maryellen L., Birkbak, Nicolai J., Mehrtash, Alireza, Allison, Tavis, Arnaout, Omar, Abbosh, Christopher, Dunn, Ian F., Mak, Raymond H., Tamimi, Rulla M., Tempany, Clare M., Swanton, Charles, Hoffmann, Udo, Schwartz, Lawrence H., Gillies, Robert J., Huang, Raymond Y., Aerts, Hugo J. W. L.
Published in CA: a cancer journal for clinicians (01.03.2019)
Published in CA: a cancer journal for clinicians (01.03.2019)
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Journal Article
MR Imaging Radiomics Signatures for Predicting the Risk of Breast Cancer Recurrence as Given by Research Versions of MammaPrint, Oncotype DX, and PAM50 Gene Assays
Li, Hui, Zhu, Yitan, Burnside, Elizabeth S, Drukker, Karen, Hoadley, Katherine A, Fan, Cheng, Conzen, Suzanne D, Whitman, Gary J, Sutton, Elizabeth J, Net, Jose M, Ganott, Marie, Huang, Erich, Morris, Elizabeth A, Perou, Charles M, Ji, Yuan, Giger, Maryellen L
Published in Radiology (01.11.2016)
Published in Radiology (01.11.2016)
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Journal Article
Deciphering Genomic Underpinnings of Quantitative MRI-based Radiomic Phenotypes of Invasive Breast Carcinoma
Zhu, Yitan, Li, Hui, Guo, Wentian, Drukker, Karen, Lan, Li, Giger, Maryellen L, Ji, Yuan
Published in Scientific reports (07.12.2015)
Published in Scientific reports (07.12.2015)
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Journal Article
Specific in situ inflammatory states associate with progression to renal failure in lupus nephritis
Abraham, Rebecca, Durkee, Madeleine S, Ai, Junting, Veselits, Margaret, Casella, Gabriel, Asano, Yuta, Chang, Anthony, Ko, Kichul, Oshinsky, Charles, Peninger, Emily, Giger, Maryellen L, Clark, Marcus R
Published in The Journal of clinical investigation (01.07.2022)
Published in The Journal of clinical investigation (01.07.2022)
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Journal Article
Volumetric texture analysis of breast lesions on contrast-enhanced magnetic resonance images
Chen, Weijie, Giger, Maryellen L., Li, Hui, Bick, Ulrich, Newstead, Gillian M.
Published in Magnetic resonance in medicine (01.09.2007)
Published in Magnetic resonance in medicine (01.09.2007)
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Journal Article
Validation of quantitative analysis of multiparametric prostate MR images for prostate cancer detection and aggressiveness assessment: a cross-imager study
Peng, Yahui, Jiang, Yulei, Antic, Tatjana, Giger, Maryellen L, Eggener, Scott E, Oto, Aytekin
Published in Radiology (01.05.2014)
Published in Radiology (01.05.2014)
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Journal Article
PROSTATEx Challenges for computerized classification of prostate lesions from multiparametric magnetic resonance images
Armato, 3rd, Samuel G, Huisman, Henkjan, Drukker, Karen, Hadjiiski, Lubomir, Kirby, Justin S, Petrick, Nicholas, Redmond, George, Giger, Maryellen L, Cha, Kenny, Mamonov, Artem, Kalpathy-Cramer, Jayashree, Farahani, Keyvan
Published in Journal of medical imaging (Bellingham, Wash.) (01.10.2018)
Published in Journal of medical imaging (Bellingham, Wash.) (01.10.2018)
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Journal Article
Quantitative MRI radiomics in the prediction of molecular classifications of breast cancer subtypes in the TCGA/TCIA data set
Li, Hui, Zhu, Yitan, Burnside, Elizabeth S, Huang, Erich, Drukker, Karen, Hoadley, Katherine A, Fan, Cheng, Conzen, Suzanne D, Zuley, Margarita, Net, Jose M, Sutton, Elizabeth, Whitman, Gary J, Morris, Elizabeth, Perou, Charles M, Ji, Yuan, Giger, Maryellen L
Published in NPJ breast cancer (11.05.2016)
Published in NPJ breast cancer (11.05.2016)
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Journal Article
Most-enhancing tumor volume by MRI radiomics predicts recurrence-free survival "early on" in neoadjuvant treatment of breast cancer
Drukker, Karen, Li, Hui, Antropova, Natalia, Edwards, Alexandra, Papaioannou, John, Giger, Maryellen L
Published in Cancer imaging (13.04.2018)
Published in Cancer imaging (13.04.2018)
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Journal Article
Independent validation of machine learning in diagnosing breast Cancer on magnetic resonance imaging within a single institution
Ji, Yu, Li, Hui, Edwards, Alexandra V, Papaioannou, John, Ma, Wenjuan, Liu, Peifang, Giger, Maryellen L
Published in Cancer imaging (18.09.2019)
Published in Cancer imaging (18.09.2019)
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Journal Article
Evaluation of emphysema on thoracic low-dose CTs through attention-based multiple instance deep learning
Fuhrman, Jordan, Yip, Rowena, Zhu, Yeqing, Jirapatnakul, Artit C, Li, Feng, Henschke, Claudia I, Yankelevitz, David F, Giger, Maryellen L
Published in Scientific reports (21.01.2023)
Published in Scientific reports (21.01.2023)
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