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Berkman Sahiner

us food & drug administration (fda)

58H-index
410Paper Count
1.2WCitation Count
Published Papers 122
Publication Date
Task-Based Sampling of Patient Data for Rigorous Machine Learning/AI Performance Assessment
err2026-03-10
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errOAAI
errNatalie Baughan; Heather M. Whitney; Karen Drukker; Berkman Sahiner; Tingting Hu; Grace Hyun Kim; Michael McNitt-Gray; Kyle J. Myers; Maryellen L. Giger
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A data-driven framework for identifying patient subgroups on which an AI/machine learning model may underperform
err2024-11-21
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errOAAI
errSubbaswamy, Adarsh; Sahiner, Berkman; Petrick, Nicholas; Pai, Vinay; Adams, Roy; Diamond, Matthew C.; Saria, Suchi
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Resource requirements to accelerate clinical applications of next-generation sequencing and radiomics: workshop commentary and review
err2024-06-12
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PREAI
errHarris, Lyndsay; Shankar, Lalitha K.; Hildebrandt, Claire; Rubinstein, Wendy S.; Langlais, Kristofor; Rodriguez, Henry; Berger, Adam; Freymann, John; Huang, Erich P.; Williams, P. Mickey; Zenklusen, Jean Claude; Ochs, Robert; Tezak, Zivana; Sahiner, Berkman
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Methodology for Good Machine Learning with Multi-Omics Data
err2024-01-31
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PREAI
errCoroller, 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; Li, Zheng; Mazo, Ilya; Paul, Rahul; Schnakenberg, Susan; Serra, Paolo; Smith, Sean; Song, Chi; Su, Fei; Tiwari, Mohit; Vechery, Colin; Xiong, Xin; Zarate, Juan Pablo; Zhu, Hao; Chakravartty, Arunava; Liu, Qi; Ohlssen, David; Petrick, Nicholas; Schneider, Julie A.; Walderhaug, Mark; Zuber, Emmanuel
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Semi-supervised training using cooperative labeling of weakly annotated data for nodule detection in chest CT
err2023-01-27
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PREAI
errMaynord, Michael; Farhangi, M. Mehdi; Fermuller, Cornelia; Aloimonos, Yiannis; Levine, Gary; Petrick, Nicholas; Sahiner, Berkman; Pezeshk, Aria
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AAPM task group report 273: Recommendations on best practices for AI and machine learning for computer-aided diagnosis in medical imaging
err2023-01-06
err46
errOAAI
errHadjiiski, Lubomir; Cha, Kenny; Chan, Heang-Ping; Drukker, Karen; Morra, Lia; Nappi, Janne J.; Sahiner, Berkman; Yoshida, Hiroyuki; Chen, Quan; Deserno, Thomas M.; Greenspan, Hayit; Huisman, Henkjan; Huo, Zhimin; Mazurchuk, Richard; Petrick, Nicholas; Regge, Daniele; Samala, Ravi; Summers, Ronald M.; Suzuki, Kenji; Tourassi, Georgia; Vergara, Daniel; Armato, Samuel G., III
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AI in Medical Physics Gidelines for publication
err2021-09-21
err30
errOAAI
errEl Naqa, Issam; Boone, John M.; Benedict, Stanley H.; Goodsitt, Mitchell M.; Chan, Heang-Ping; Drukker, Karen; Hadjiiski, Lubomir; Ruan, Dan; Sahiner, Berkman
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Automatic lung nodule detection in thoracic CT scans using dilated slice-wise convolutions
err2021-05-26
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PREAI
errFarhangi, M. Mehdi; Sahiner, Berkman; Petrick, Nicholas; Pezehsk, Aria
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Recurrent attention network for false positive reduction in the detection of pulmonary nodules in thoracic CT scans
err2020-03-18
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PREAI
errFarhangi, M. Mehdi; Petrick, Nicholas; Sahiner, Berkman; Frigui, Hichem; Amini, Amir A.; Pezeshk, Aria
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Discrimination of Pulmonary Nodule Volume Change for Low- and High-contrast Tasks in a Phantom CT Study with Low-dose Protocols
err2019-07-01
err6
PREAI
errGavrielides, Marios A.; Li, Qin; Zeng, Rongping; Berman, Benjamin Paul; Sahiner, Berkman; Gong, Qi; Myers, Kyle J.; DeFilippo, Gino; Petrick, Nicholas
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Evaluation of Simulated Lesions as Surrogates to Clinical Lesions for Thoracic CT Volumetry: The Results of an International Challenge
err2019-07-01
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errOAAI
errRobins, Marthony; Kalpathy-Cramer, Jayashree; Obuchowski, Nancy A.; Buckler, Andrew J.; Athelogou, Maria; Jarecha, Rudresh; Petrick, Nicholas; Pezeshk, Aria; Sahiner, Berkman; Samei, Ehsan
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Recommendations towards standards for quantitative MRI (qMRI) and outstanding needs
err2019-01-24
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errOAAI
errKeenan, Kathryn E.; Biller, Joshua R.; Delfino, Jana G.; Boss, Michael A.; Does, Mark D.; Evelhoch, Jeffrey L.; Griswold, Mark A.; Gunter, Jeffrey L.; Hinks, R. Scott; Hoffman, Stuart W.; Kim, Geena; Lattanzi, Riccardo; Li, Xiaojuan; Marinelli, Luca; Metzger, Gregory J.; Mukherjee, Pratik; Nordstrom, Robert J.; Peskin, Adele P.; Perez, Elena; Russek, Stephen E.; Sahiner, Berkman; Serkova, Natalie; Shukla-Dave, Amita; Steckner, Michael; Stupic, Karl F.; Wilmes, Lisa J.; Wu, Holden H.; Zhang, Huiming; Jackson, Edward F.; Sullivan, Daniel C.
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Deep learning in medical imaging and radiation therapy
err2018-11-20
err541
errOAAI
errSahiner, Berkman; Pezeshk, Aria; Hadjiiski, Lubomir M.; Wang, Xiaosong; Drukker, Karen; Cha, Kenny H.; Summers, Ronald M.; Giger, Maryellen L.
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Coronary artery calcium quantification using contrast-enhanced dual-energy computed tomography scans in comparison with unenhanced single-energy scans
err2018-08-30
err3
errOAAI
errLi, Qin; Berman, Benjamin P.; Hagio, Tomoe; Gavrielides, Marios A.; Zeng, Rongping; Sahiner, Berkman; Gong, Qi; Fang, Yuan; Liu, Songtao; Petrick, Nicholas
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Techniques for virtual lung nodule insertion: volumetric and morphometric comparison of projection-based and image-based methods for quantitative CT
err2017-08-22
err15
errOAAI
errRobins, Marthony; Solomon, Justin; Sahbaee, Pooyan; Sedlmair, Martin; Choudhury, Kingshuk Roy; Pezeshk, Aria; Sahiner, Berkman; Samei, Ehsan
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Detection and diagnosis of colitis on computed tomography using deep convolutional neural networks
err2017-07-18
err47
errOAAI
errLiu, Jiamin; Wang, David; Lu, Le; Wei, Zhuoshi; Kim, Lauren; Turkbey, Evrim B.; Sahiner, Berkman; Petrick, Nicholas A.; Summers, Ronald M.
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Seamless Lesion Insertion for Data Augmentation in CAD Training
err2017-04-01
err33
errOAAI
errPezeshk, Aria; Petrick, Nicholas; Chen, Weijie; Sahiner, Berkman
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Impact of Reconstruction Algorithms and Gender-Associated Anatomy on Coronary Calcium Scoring with CT: An Anthropomorphic Phantom Study
err2016-12-01
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errOAAI
errLi, Qin; Liu, Songtao; Myers, Kyle J.; Gavrielides, Marios A.; Zeng, Rongping; Sahiner, Berkman; Petrick, Nicholas
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Estimating local noise power spectrum from a few FBP-reconstructed CT scans
err2016-01-06
err20
PREAI
errZeng, Rongping; Gavrielides, Marios A.; Petrick, Nicholas; Sahiner, Berkman; Li, Qin; Myers, Kyle J.
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