Performance evaluation of predictive AI models to support medical decisions: Overview and guidance

Authors: Van Calster, Ben, Collins, Gary S., Vickers, Andrew J., Wynants, Laure, Kerr, Kathleen F., Barreñada, Lasai, Varoquaux, Gael, Singh, Karandeep, Moons, Karel G. M., Hernandez-boussard, Tina, Timmerman, Dirk, Mclernon, David J., Van Smeden, Maarten, Steyerberg, Ewout W.

Subject Terms: Computer Science - Machine Learning, Statistics - Methodology, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2412.10288

Excess Patient Visits for Cough and Pulmonary Disease at a Large US Health System in the Months Prior to the COVID-19 Pandemic: Time-Series Analysis

Authors: Elmore, Joann G, Wang, Pin-Chieh, Kerr, Kathleen F, Schriger, David L, Morrison, Douglas E, Brookmeyer, Ron, Pfeffer, Michael A, Payne, Thomas H, Currier, Judith S

Source: Journal of Medical Internet Research, Vol 22, Iss 9, p e21562 (2020)

Subject Terms: Computer applications to medicine. Medical informatics, R858-859.7, Public aspects of medicine, RA1-1270

File Description: electronic resource

Relation: https://www.jmir.org/2020/9/e21562; https://doaj.org/toc/1438-8871

Access URL: https://doaj.org/article/b8f5f2117a9d48aba81b57d03f1cd208

Melanoma in situ and low-risk pT1a melanoma: Need for new diagnostic terminology

Authors: Elder, David E., Barnhill, Raymond L., Eguchi, Megan, Elmore, Joann G., Kerr, Kathleen F., Knezevich, Stevan

Source: In Clinics in Dermatology

Diagnostic error, uncertainty, and overdiagnosis in melanoma

Authors: Elder, David E., Eguchi, Megan M., Barnhill, Raymond L., Kerr, Kathleen F., Knezevich, Stevan R., Piepkorn, Michael W., Reisch, Lisa M., Elmore, Joann G.

Source: Pathology. 55(2):206-213

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100187681605.0x000001&indx=1&recIds=ETOCvdc_100187681605.0x000001

Are Pathologists Self-Aware of Their Diagnostic Accuracy? Metacognition and the Diagnostic Process in Pathology

Authors: Clayton, Dayna A., Eguchi, Megan M., Kerr, Kathleen F., Miyoshi, Kiyofumi, Brunyé, Tad T., Drew, Trafton, Weaver, Donald L., Elmore, Joann G.

Source: Medical decision making. 43(2):164-174

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN630977999&indx=1&recIds=ETOCRN630977999

Prognostic modeling of cutaneous melanoma stage I patients using cancer registry data identifies subsets with very‐low melanoma mortality

Authors: Eguchi, Megan M., Elder, David E., Barnhill, Raymond L., Piepkorn, Michael W., Knezevich, Stevan R., Elmore, Joann G., Kerr, Kathleen F.

Source: Cancer. 129(1):89-97

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100169063338.0x000001&indx=1&recIds=ETOCvdc_100169063338.0x000001

Developing Biomarker Combinations in Multicenter Studies via Direct Maximization and Penalization

Authors: Meisner, Allison, Parikh, Chirag R., Kerr, Kathleen F.

Subject Terms: Statistics - Applications, Statistics - Methodology

Access URL: http://arxiv.org/abs/1910.02105

Combining Biomarkers by Maximizing the True Positive Rate for a Fixed False Positive Rate

Authors: Meisner, Allison, Carone, Marco, Pepe, Margaret S., Kerr, Kathleen F.

Subject Terms: Statistics - Methodology

Access URL: http://arxiv.org/abs/1910.02087

From Image to Diagnosis: Characterizing Sources of Error in Histopathologic Interpretation

Authors: Brunyé, Tad T., Balla, Agnes, Drew, Trafton, Elmore, Joann G., Kerr, Kathleen F., Shucard, Hannah, Weaver, Donald L.

Source: In Modern Pathology July 2023 36(7)

Implementing the Melanocytic Pathology Assessment Tool and Hierarchy for Diagnosis: Long-term effect of a simple educational intervention

Authors: Reisch, Lisa M., Shucard, Hannah, Radick, Andrea C., Eguchi, Megan M., Elder, David E., Barnhill, Raymond L., Piepkorn, Michael W., Knezevich, Stevan R., Kerr, Kathleen F., Elmore, Joann G.

Source: In JAAD International June 2023 11:211-219

Early mortality risk with non-intensive acute myeloid leukemia (AML) therapies: analysis of 1336 patients from MRC/NCRI and SWOG

Authors: Othus, Megan, Thomas, Ian, Wang, Xu, Ariti, Cono, Mehta, Priyanka, Sydenham, Mia, Hills, Robert K., Burnett, Alan K., Nand, Sucha, Assouline, Sarit, Michaelis, Laura C., Erba, Harry P., Russell, Nigel, Kerr, Kathleen F., Walter, Roland B., Dennis, Mike

Source: Leukemia & lymphoma. 64(1):250-252

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100178759914.0x000001&indx=1&recIds=ETOCvdc_100178759914.0x000001

Characterization of multiple diagnostic terms in melanocytic skin lesion pathology reports

Authors: Chang, Oliver H., Elder, David E., Barnhill, Raymond L., Piepkorn, Michael W., Eguchi, Megan M., Knezevich, Stevan R., Lee, Annie C., Moreno, Raul J., Kerr, Kathleen F., Elmore, Joann G.

Source: Journal of cutaneous pathology. 49(2):153-162

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100138902376.0x000001&indx=1&recIds=ETOCvdc_100138902376.0x000001

Dermatopathologist Perceptions of Overdiagnosis of Melanocytic Skin Lesions and Association With Diagnostic Behaviors

Authors: Kerr, Kathleen F., Eguchi, Megan M., Piepkorn, Michael W.

Source: JAMA Dermatology. 158(6):676-679

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN633193782&indx=1&recIds=ETOCRN633193782

Recalibration Methods for Improved Clinical Utility of Risk Scores

Authors: Mishra, Anu, McClelland, Robyn L., Inoue, Lurdes Y. T., Kerr, Kathleen F.

Source: Medical decision making. 42(4):500-512

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN629508635&indx=1&recIds=ETOCRN629508635

Histopathological diagnosis of cutaneous melanocytic lesions: blinded and nonblinded second opinions offer similar improvement in diagnostic accuracy

Authors: Kerr, Kathleen F., Longton, Gary M., Reisch, Lisa M., Radick, Andrea C., Eguchi, Megan M., Shucard, Hannah L., Pepe, Margaret S., Piepkorn, Michael W., Elder, David E., Barnhill, Raymond L., Elmore, Joann G.

Source: Clinical and experimental dermatology. 47(9):1658-1665

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100158377698.0x000001&indx=1&recIds=ETOCvdc_100158377698.0x000001

Epigenome-wide analysis of long-term air pollution exposure and DNA methylation in monocytes: results from the Multi-Ethnic Study of Atherosclerosis

Authors: C. Chi, Gloria, Liu, Yongmei, MacDonald, James W., M. Reynolds, Lindsay, Enquobahrie, Daniel A., L. Fitzpatrick, Annette, Kerr, Kathleen F., J. Budoff, Matthew, Lee, Su-in, Siscovick, David, D. Kaufman, Joel

Source: Epigenetics. 17(3):297-313

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100144119533.0x000001&indx=1&recIds=ETOCvdc_100144119533.0x000001

An analysis of pathologists’ viewing processes as they diagnose whole slide digital images

Authors: Ghezloo, Fatemeh, Wang, Pin-Chieh, Kerr, Kathleen F., Brunyé, Tad T., Drew, Trafton, Chang, Oliver H., Reisch, Lisa M., Shapiro, Linda G., Elmore, Joann G.

Source: In Journal of Pathology Informatics 2022 13

Biomarker Panels for Predicting Progression of Kidney Disease in Acute Kidney Injury Survivors

Authors: Menez, Steven, Kerr, Kathleen F., Cheng, Si, Hu, David, Thiessen-Philbrook, Heather, Moledina, Dennis G., Mansour, Sherry G., Go, Alan S., Ikizler, T. Alp, Kaufman, James S., Kimmel, Paul L., Himmelfarb, Jonathan, Coca, Steven G., Parikh, Chirag R.

Source: Clinical Journal of The American Society of Nephrology; March 2025, Vol. 20 Issue: 3 p337-345, 9p

Terminology for melanocytic skin lesions and the MPATH‐Dx classification schema: A survey of dermatopathologists

Authors: Radick, Andrea C., Reisch, Lisa M., Shucard, Hannah L., Piepkorn, Michael W., Kerr, Kathleen F., Elder, David E., Barnhill, Raymond L., Knezevich, Stevan R., Oster, Natalia, Elmore, Joann G.

Source: Journal of cutaneous pathology. 48(6):733-738

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100131919347.0x000001&indx=1&recIds=ETOCvdc_100131919347.0x000001

Combining biomarkers by maximizing the true positive rate for a fixed false positive rate

Authors: Meisner, Allison, Carone, Marco, Pepe, Margaret S., Kerr, Kathleen F.

Source: Biometrical journal. 63(6):1223-1240

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100125688958.0x000001&indx=1&recIds=ETOCvdc_100125688958.0x000001