A theory of ROC analysis of rule-out and rule-in diagnostics with applications to mammography data

Συγγραφείς: Mastrianni, Michelle, Fan, Kwok Lung, Thompson, Yee Lam Elim, Gommers, Jessie J. J., Sechopoulos, Ioannis, Strand, Fredrik, Chen, Weijie, Levine, Gary, Sherekar, Mukul, Samuelson, Frank W.

Θεματικοί όροι: Methodology, Statistics Theory

Σύνδεσμος πρόσβασης: https://arxiv.org/abs/2604.23463

Image Quality in the Era of Artificial Intelligence

Συγγραφείς: Delfino, Jana G., Granstedt, Jason L., Samuelson, Frank W., Ochs, Robert, Juluru, Krishna

Θεματικοί όροι: Artificial Intelligence

Σύνδεσμος πρόσβασης: https://arxiv.org/abs/2602.09347

A Quantitative Framework to Predict Wait-Time Impacts Due to AI-Triage Devices in a Multi-AI, Multi-Disease Workflow

Συγγραφείς: Mastrianni, Michelle, Deshpande, Rucha, Samuelson, Frank W., Thompson, Yee Lam Elim

Θεματικοί όροι: Numerical Analysis

Σύνδεσμος πρόσβασης: http://arxiv.org/abs/2510.27104

Impact of AI-Triage on Radiologist Report Turnaround Time: Real-World Time-Savings and Insights from Model Predictions

Συγγραφείς: Thompson, Yee Lam Elim, Fergus, Jonathan, Chung, Jonathan, Delfino, Jana G., Chen, Weijie, Levine, Gary M., Samuelson, Frank W.

Θεματικοί όροι: Performance

Σύνδεσμος πρόσβασης: http://arxiv.org/abs/2510.15237

Use of Expected Utility (EU) to Evaluate Artificial Intelligence-Enabled Rule-Out Devices for Mammography Screening

Συγγραφείς: Fan, Kwok Lung, Thompson, Yee Lam Elim, Chen, Weijie, Abbey, Craig K., Samuelson, Frank W

Θεματικοί όροι: Statistics - Methodology, Physics - Medical Physics

Σύνδεσμος πρόσβασης: http://arxiv.org/abs/2311.07736

Impact of Artificial Intelligence Triage on Radiologist Report Turnaround Time: Real-World Time Savings and Insights From Model Predictions

Συγγραφείς: Thompson, Yee Lam Elim ^{a, ∗}, Fergus, Jonathan ^b, Chung, Jonathan ^{c, ∗}, Delfino, Jana G. ^d, Chen, Weijie ^a, Levine, Gary M. ^a, Samuelson, Frank W. ^a

Πηγή: In Journal of the American College of Radiology January 2026 23(1):63-73

Evaluation of wait time saving effectiveness of triage algorithms

Συγγραφείς: Thompson, Yee Lam Elim, Levine, Gary M, Chen, Weijie, Sahiner, Berkman, Li, Qin, Petrick, Nicholas, Delfino, Jana G, Lago, Miguel A, Cao, Qian, Samuelson, Frank W

Θεματικοί όροι: Statistics - Applications

Σύνδεσμος πρόσβασης: http://arxiv.org/abs/2303.07050

Discrimination tasks in simulated low‐dose CT noise

Συγγραφείς: Abbey, Craig K, Samuelson, Frank W, Zeng, Rongping, Boone, John M, Myers, Kyle J, Eckstein, Miguel P

Πηγή: Medical Physics. 50(7)

Θεματικοί όροι: 5105 Medical and Biological Physics (for-2020), 40 Engineering (for-2020), 51 Physical Sciences (for-2020), 4003 Biomedical Engineering (for-2020), Clinical Research (rcdc), Biomedical Imaging (rcdc), Humans (mesh), Image Processing, Computer-Assisted (mesh), Tomography, X-Ray Computed (mesh), Phantoms, Imaging (mesh), Algorithms (mesh), discrimination tasks, observer performance, ramp-spectrum noise, Humans (mesh), Tomography, X-Ray Computed (mesh), Phantoms, Imaging (mesh), Algorithms (mesh), Image Processing, Computer-Assisted (mesh), discrimination tasks, observer performance, ramp-spectrum noise, Humans (mesh), Image Processing, Computer-Assisted (mesh), Tomography, X-Ray Computed (mesh), Phantoms, Imaging (mesh), Algorithms (mesh), 0299 Other Physical Sciences (for), 0903 Biomedical Engineering (for), 1112 Oncology and Carcinogenesis (for), Nuclear Medicine & Medical Imaging (science-metrix), 4003 Biomedical engineering (for-2020), 5105 Medical and biological physics (for-2020)

Περιγραφή αρχείου: application/pdf

Σύνδεσμος πρόσβασης: https://escholarship.org/uc/item/38q7t77q
https://escholarship.org/content/qt38q7t77q/qt38q7t77q.pdf

Applying queueing theory to evaluate wait-time-savings of triage algorithms

Συγγραφείς: Thompson, Yee Lam Elim^{Aff1, IDs1113402409927w_cor1}, Levine, Gary M.^Aff1, Chen, Weijie^Aff1, Sahiner, Berkman^Aff1, Li, Qin^Aff1, Petrick, Nicholas^Aff1, Delfino, Jana G.^Aff1, Lago, Miguel A.^Aff1, Cao, Qian^Aff1, Samuelson, Frank W.^Aff1

Πηγή: Queueing Systems: Theory and Applications. 108(3):579-610

A framework for ROC analysis of rule‑out and rule‑in diagnostics and an application to mammography data

Συγγραφείς: Mastrianni, Michelle, Fan, Kwok Lung, Sherekar, Mukul, Thompson, Yee Lam Elim, Chen, Weijie, Samuelson, Frank W.

Συνεισφορές: Brankov, Jovan G., Anastasio, Mark A.

Πηγή: Medical Imaging 2026: Image Perception, Observer Performance, and Technology Assessment ; page 21

Διαθεσιμότητα: https://doi.org/10.1117/12.3084330

Classification images for localization performance in ramp‐spectrum noise

Συγγραφείς: Abbey, Craig K, Samuelson, Frank W, Zeng, Rongping, Boone, John M, Eckstein, Miguel P, Myers, Kyle

Πηγή: Medical Physics. 45(5)

Θεματικοί όροι: 40 Engineering (for-2020), 4003 Biomedical Engineering (for-2020), Biomedical Imaging (rcdc), Image Processing, Computer-Assisted (mesh), Signal-To-Noise Ratio (mesh), Statistics as Topic (mesh), Tomography, X-Ray Computed (mesh), classification images, noise, noise power spectrum, observer performance, Tomography, X-Ray Computed (mesh), Image Processing, Computer-Assisted (mesh), Statistics as Topic (mesh), Signal-To-Noise Ratio (mesh), classification images, noise, noise power spectrum, observer performance, Image Processing, Computer-Assisted (mesh), Signal-To-Noise Ratio (mesh), Statistics as Topic (mesh), Tomography, X-Ray Computed (mesh), 0299 Other Physical Sciences (for), 0903 Biomedical Engineering (for), 1112 Oncology and Carcinogenesis (for), Nuclear Medicine & Medical Imaging (science-metrix), 4003 Biomedical engineering (for-2020), 5105 Medical and biological physics (for-2020)

Περιγραφή αρχείου: application/pdf

Σύνδεσμος πρόσβασης: https://escholarship.org/uc/item/1w90q5r8
https://escholarship.org/content/qt1w90q5r8/qt1w90q5r8.pdf

Use of equivalent relative utility to evaluate artificial intelligence-based rule-out devices

Συγγραφείς: Fan, Kwok Lung, primary, Thompson, Yee Lam Elim, additional, Chen, Weijie, additional, Abbey, Craig K., additional, Samuelson, Frank W., additional

Πηγή: Medical Imaging 2024: Image Perception, Observer Performance, and Technology Assessment. 2024/03/29

Use of Expected Utility to Evaluate Artificial Intelligence–Enabled Rule-out Devices for Mammography Screening.

Συγγραφείς: Fan, Kwok Lung, Thompson, Yee Lam Elim, Chen, Weijie, Abbey, Craig K., Samuelson, Frank W.

Πηγή: Medical Decision Making; Apr2026, Vol. 46 Issue 3, p321-333, 13p

Contributors

Συγγραφείς: Alippi, Cesare, primary, Brown, David G., additional, Campolo, Maurizio, additional, Choe, Yoonsuck, additional, Duffy, Nigel, additional, Érdi, Péter, additional, Fink, Dan, additional, Francon, Olivier, additional, Galdi, Paola, additional, Gonzalez, Santiago, additional, Gori, Marco, additional, Grossberg, Stephen, additional, Hodjat, Babak, additional, Ieracitano, Cosimo, additional, Kant, Mohak, additional, Kasabov, Nikola Kirilov, additional, Kim, Youngsik, additional, Kozma, Robert, additional, Levine, Daniel S., additional, Li, Qinbo, additional, Liang, Jason, additional, Maggini, Marco, additional, Mammone, Nadia, additional, Meyerson, Elliot, additional, Miikkulainen, Risto, additional, Morabito, Francesco Carlo, additional, Navruzyan, Arshak, additional, Ormandy, Roman, additional, Ozawa, Seiichi, additional, Park, Dookun, additional, Perin, Jose Krause, additional, Raju, Bala, additional, Rawal, Aditya, additional, Samuelson, Frank W., additional, Serra, Angela, additional, Shahrzad, Hormoz, additional, Tagliaferri, Roberto, additional, Tiezzi, Matteo, additional, Werbos, Paul J., additional, Widrow, Bernard, additional

Πηγή: Artificial Intelligence in the Age of Neural Networks and Brain Computing. 2024/01/01

Human observer templates for lesion discrimination tasks

Συγγραφείς: Abbey, Craig K., Samuelson, Frank W., Zeng, Rongping, Boone, John M., Eckstein, Miguel P., Myers, Kyle J.

Συνεισφορές: Samuelson, Frank W., Taylor-Phillips, Sian

Πηγή: Medical Imaging 2020: Image Perception, Observer Performance, and Technology Assessment ; page 28

Διαθεσιμότητα: https://doi.org/10.1117/12.2549119

Inter-laboratory comparison of channelized hotelling observer computation

Συγγραφείς: Ba, Alexandre, Author, Abbey, Craig K., Author, Baek, Jongduk, Author, Han, Minah, Author, Bouwman, Ramona W., Author, Balta, Christiana, Author, Brankov, Jovan, Author, Massanes, Francesc, Author, Gifford, Howard C., Author, Hernandez-Giron, Irene, Author, Veldkamp, Wouter J.H., Author, Petrov, Dimitar, Author, Marshall, Nicholas, Author, Samuelson, Frank W., Author, Zeng, Rongping, Author, Solomon, Justin B., Author, Samei, Ehsan, Author, Timberg, Pontus, Author, Förnvik, Hannie, Author, Reiser, Ingrid, Author, Yu, Lifeng, Author, Gong, Hao, Author, Bochud, François O., Author, Lund University, Faculty of Medicine, Department of Translational Medicine, Medical Radiation Physics, Malmö, Lunds universitet, Medicinska fakulteten, Institutionen för translationell medicin, Medicinsk strålningsfysik, Malmö, Originator

Συνεισφορές: Ba, Alexandre, Author, Abbey, Craig K., Author, Baek, Jongduk, Author, Han, Minah, Author, Bouwman, Ramona W., Author, Balta, Christiana, Author, Brankov, Jovan, Author, Massanes, Francesc, Author, Gifford, Howard C., Author, Hernandez-Giron, Irene, Author, Veldkamp, Wouter J.H., Author, Petrov, Dimitar, Author, Marshall, Nicholas, Author, Samuelson, Frank W., Author, Zeng, Rongping, Author, Solomon, Justin B., Author, Samei, Ehsan, Author, Timberg, Pontus, Author, Förnvik, Hannie, Author, Reiser, Ingrid, Author, Yu, Lifeng, Author, Gong, Hao, Author, Bochud, François O., Author, Lund University, Faculty of Medicine, Department of Translational Medicine, Medical Radiation Physics, Malmö, Lunds universitet, Medicinska fakulteten, Institutionen för translationell medicin, Medicinsk strålningsfysik, Malmö, Originator

Πηγή: Medical Physics. 45(7):3019-3030

Θεματικοί όροι: Medical and Health Sciences, Clinical Medicine, Radiology and Medical Imaging, Medicin och hälsovetenskap, Klinisk medicin, Radiologi och bildbehandling

Comparative Statistical Properties of Expected Utility and Area Under the ROC Curve for Laboratory Studies of Observer Performance in Screening Mammography

Συγγραφείς: Abbey, Craig K, Gallas, Brandon D, Boone, John M, Niklason, Loren T, Hadjiiski, Lubomir M, Sahiner, Berkman, Samuelson, Frank W

Πηγή: Academic Radiology. 21(4)

Θεματικοί όροι: 32 Biomedical and Clinical Sciences (for-2020), 3202 Clinical Sciences (for-2020), Women's Health (rcdc), Biomedical Imaging (rcdc), Prevention (rcdc), Cancer (rcdc), Breast Cancer (rcdc), Breast Neoplasms (mesh), Clinical Competence (mesh), Clinical Laboratory Techniques (mesh), Data Interpretation, Statistical (mesh), Female (mesh), Humans (mesh), Mammography (mesh), Mass Screening (mesh), Observer Variation (mesh), ROC Curve (mesh), Radiographic Image Interpretation, Computer-Assisted (mesh), Reproducibility of Results (mesh), Sensitivity and Specificity (mesh), Expected utility, area under the ROC curve, observer performance studies, Humans (mesh), Breast Neoplasms (mesh), Radiographic Image Interpretation, Computer-Assisted (mesh), Observer Variation (mesh), Mammography (mesh), Mass Screening (mesh), Clinical Laboratory Techniques (mesh), Data Interpretation, Statistical (mesh), Sensitivity and Specificity (mesh), Reproducibility of Results (mesh), ROC Curve (mesh), Clinical Competence (mesh), Female (mesh), Expected utility, area under the ROC curve, observer performance studies, Breast Neoplasms (mesh), Clinical Competence (mesh), Clinical Laboratory Techniques (mesh), Data Interpretation, Statistical (mesh), Female (mesh), Humans (mesh), Mammography (mesh), Mass Screening (mesh), Observer Variation (mesh), ROC Curve (mesh), Radiographic Image Interpretation, Computer-Assisted (mesh), Reproducibility of Results (mesh), Sensitivity and Specificity (mesh), 1103 Clinical Sciences (for), Nuclear Medicine & Medical Imaging (science-metrix), 3202 Clinical sciences (for-2020)

Περιγραφή αρχείου: application/pdf

Σύνδεσμος πρόσβασης: https://escholarship.org/uc/item/32f2k2p7
https://escholarship.org/content/qt32f2k2p7/qt32f2k2p7.pdf

The Reproducibility of Changes in Diagnostic Figures of Merit Across Laboratory and Clinical Imaging Reader Studies

Συγγραφείς: Samuelson, Frank W. ^{a, *}, Abbey, Craig K. ^b

Πηγή: In Academic Radiology November 2017 24(11):1436-1446

Wait-time-saving analysis and clinical effectiveness of Computer-Aided Triage and Notification (CADt) devices based on queueing theory

Συγγραφείς: Thompson, Yee Lam Elim, primary, Levine, Gary, additional, Chen, Weijie, additional, Sahiner, Berkman, additional, Li, Qin, additional, Petrick, Nicholas, additional, Samuelson, Frank W., additional

Πηγή: Medical Imaging 2022: Image Perception, Observer Performance, and Technology Assessment. 2022/04/04

Analyzing neural networks applied to an anatomical simulation of the breast

Συγγραφείς: Abbey, Craig K., primary, Sengupta, Sourya, additional, Zhou, Weimin, additional, Badal, Andreu, additional, Zeng, Rongping, additional, Samuelson, Frank W., additional, Eckstein, Miguel P., additional, Myers, Kyle J., additional, Anastasio, Mark A., additional, Brankov, Jovan G., additional

Πηγή: Medical Imaging 2022: Image Perception, Observer Performance, and Technology Assessment. 2022/04/04