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Constance D. Lehman

Mass General Brigham

82H-index
383Paper Count
2.5WCitation Count
Published Papers 168
Publication Date
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Performance of an image-only deep learning breast cancer risk model with the addition of a polygenic risk score
errBritish Journal of Cancer
IF6.8
err2026-04-06
err0
PREAI
errShadi Azam; Leslie R. Lamb; A. Heather Eliassen; Tari A. King; Michelle Specht; Peter Kraft; Sara Lindstrom; Constance D. Lehman; Rulla M. Tamimi
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errSave
Selection biases in the systematic collection of breast biobank specimens
errnpj Breast Cancer
IF7.6
err2025-08-01
err0
errOAAI
errYael Bar; Gary X. Wang; Gabrielle E. Gioia; Geoffrey Fell; Shinn-Huey S. Chou; Veerle Bossuyt; Steven J. Isakoff; Beverly Moy; Leif W. Ellisen; Constance D. Lehman; Laura M. Spring
errShare
errSave
MRI-based Radiomic Features for Risk Stratification of Ductal Carcinoma in Situ in a Multicenter Setting (ECOG-ACRIN E4112 Trial)
errRADIOLOGY
IF15.2
err2025-04-01
err0
PREAI
errSlavkova, Kalina P.; Kang, Ruya; Kazerouni, Anum S.; Biswas, Debosmita; Belenky, Vivian; Chitalia, Rhea; Horng, Hannah; Hirano, Michael; Xiao, Jennifer; Corsetti, Ralph L.; Javid, Sara H.; Spell, Derrick W.; Wolff, Antonio C.; Sparano, Joseph A.; Khan, Seema A.; Comstock, Christopher E.; Romanoff, Justin; Gatsonis, Constantine; Lehman, Constance D.; Partridge, Savannah C.; Steingrimsson, Jon; Kontos, Despina; Rahbar, Habib
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errSave
MRI-based Radiomic Features for Risk Stratification of Ductal Carcinoma in Situ in a Multicenter Setting (ECOG-ACRIN E4112 Trial) (vol 315, e241628, 2025)
errRADIOLOGY
IF15.2
err2025-04-01
err0
PREAI
errSlavkova, Kalina P.; Kang, Ruya; Kazerouni, Anum S.; Biswas, Debosmita; Belenky, Vivian; Chitalia, Rhea; Horng, Hannah; Hirano, Michael; Xiao, Jennifer; Corsetti, Ralph L.; Javid, Sara H.; Spell, Derrick W.; Wolff, Antonio C.; Sparano, Joseph A.; Khan, Seema A.; Comstock, Christopher E.; Romanoff, Justin; Gatsonis, Constantine; Lehman, Constance D.; Partridge, Savannah C.; Steingrimsson, Jon; Kontos, Despina; Rahbar, Habib
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errSave
Traditional versus modern approaches to screening mammography: a comparison of computer-assisted detection for synthetic 2D mammography versus an artificial intelligence algorithm for digital breast tomosynthesis
errBREAST CANCER RESEARCH AND TREATMENT
IF3
err2025-01-09
err0
errOAAI
errBahl, Manisha; Kshirsagar, Ashwini; Pohlman, Scott; Lehman, Constance D.
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errSave
Missed Screening Mammography Appointments: Patient Sociodemographic Characteristics and Mammography Completion After 1 Year
errJOURNAL OF THE AMERICAN COLLEGE OF RADIOLOGY
IF5.1
err2024-10-01
err3
PREAI
errWang, Gary X.; Mercaldo, Sarah F.; Cahill, Jennifer E.; Flanagan, Jane M.; Lehman, Constance D.; Park, Elyse R.
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errSave
Incidence, Timing, and Long-Term Outcomes of COVID-19 Vaccine- Related Lymphadenopathy on Screening Mammography
errJOURNAL OF THE AMERICAN COLLEGE OF RADIOLOGY
IF5.1
err2024-09-01
err1
PREAI
errLamb, Leslie R.; Mercaldo, Sarah F.; Carney, Andrew; Leyva, Alexander; D'Alessandro, Helen Anne; Lehman, Constance D.
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errSave
A prospective study of HER3 expression pre and post neoadjuvant therapy of different breast cancer subtypes: implications for HER3 imaging therapy guidance
errBREAST CANCER RESEARCH
IF5.6
err2024-06-29
err1
errOAAI
errSinevici, Nicoleta; Edmonds, Christine E.; Dontchos, Brian N.; Wang, Gary; Lehman, Constance D.; Isakoff, Steven; Mahmood, Umar
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errSave
Feasibility of risk assessment for breast cancer molecular subtypes
errBREAST CANCER RESEARCH AND TREATMENT
IF3
err2024-06-25
err0
errOAAI
errMccarthy, Anne Marie; Ehsan, Sarah; Hughes, Kevin S.; Lehman, Constance D.; Conant, Emily F.; Kontos, Despina; Armstrong, Katrina; Chen, Jinbo
errShare
errSave
Magnetic Resonance Imaging and a 12-Gene Expression Assay to Optimize Local Therapy for Ductal Carcinoma In Situ: 5-year clinical outcomes of E4112
errCANCER RESEARCH
IF16.6
err2024-05-02
err0
PREAI
errKhan, Seema; Romanoff, Justin; Gatsonis, Constantine; Rahbar, Habib; Carlos, Ruth; Badve, Sunil; Wright, Jean; Lehman, Constance; McCaskill-Stevens, Worta; Corsetti, Ralph; Spell, Derrick; Blankstein, Kenneth; Han, Linda; Sabol, Jennifer; Bumberry, John; Gareen, Ilana; Snyder, Bradley; Wagner, Lynne; Miller, Kathy; Sparano, Joseph; Comstock, Christopher
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errSave
MRI Radiomic phenotypes derived from the ECOG-ACRIN E4112 Trial to assess high-risk ductal carcinoma in situ
errCANCER RESEARCH
IF16.6
err2024-05-02
err0
PREAI
errSlavkova, Kalina; Kang, Ruya; Belenky, Vivian; Kazerouni, Anum; Biswas, Debosmita; Horng, Hannah; Chitalia, Rhea; Hirano, Michael; Xiao, Jennifer; Corsetti, Ralph; Javid, Sarah; Spell, Derrick; Wolff, Antonio; Sparano, Joseph; Khan, Seema; Comstock, Christopher; Romanoff, Justin; Steingrimsson, Jon; Gatsonis, Constantine; Lehman, Constance; Partridge, Savannah; Kontos, Despina; Rahbar, Habib
errShare
errSave
Comparison of the Diagnostic Accuracy of Mammogram-based Deep Learning and Traditional Breast Cancer Risk Models in Patients Who Underwent Supplemental Screening with MRI
errRADIOLOGY
IF15.2
err2023-09-01
err4
PREAI
errLamb, Leslie R.; Mercaldo, Sarah F.; Ghaderi, Kimeya; Carney, Andrew; Lehman, Constance D.
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errSave
Standalone AI for Breast Cancer Detection at Screening Digital Mammography and Digital Breast Tomosynthesis:A Systematic Review and Meta-Analysis
errRADIOLOGY
IF15.2
err2023-06-01
err48
errOAAI
errYoon, Jung Hyun; Strand, Fredrik; Baltzer, Pascal A. T.; Conant, Emily F.; Gilbert, Fiona J.; Lehman, Constance D.; Morris, Elizabeth A.; Mullen, Lisa A.; Nishikawa, Robert M.; Sharma, Nisha; Vejborg, Ilse; Moy, Linda; Mann, Ritse M.
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errSave
Breast cancer polygenic risk scores are associated with short-term risk of poor prognosis breast cancer
errBREAST CANCER RESEARCH AND TREATMENT
IF3
err2022-09-22
err1
PREAI
errMcCarthy, Anne Marie; Manning, Alisa K.; Hsu, Sarah; Welch, Michaela; Moy, Beverly; Lehman, Constance D.; Armstrong, Katrina
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errSave
Impact of a Deep Learning Model for Predicting Mammographic Breast Density in Routine Clinical Practice
errJOURNAL OF THE AMERICAN COLLEGE OF RADIOLOGY
IF5.1
err2022-09-01
err3
PREAI
errDontchos, Brian N.; Cavallo-Hom, Katherine; Lamb, Leslie R.; Mercaldo, Sarah F.; Eklund, Martin; Dang, Pragya; Lehman, Constance D.
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errSave
Stacked dilated convolutions and asymmetric architecture for U-Net-based medical image segmentation
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2022-09-01
err19
errOAAI
errWang, Shuhang; Singh, Vivek Kumar; Cheah, Eugene; Wang, Xiaohong; Li, Qian; Chou, Shinn-Huey; Lehman, Constance D.; Kumar, Viksit; Samir, Anthony E.
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errSave
Deep Learning vs Traditional Breast Cancer Risk Models to Support Risk-Based Mammography Screening
errJNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE
IF7.2
err2022-07-25
err28
errOAAI
errLehman, Constance D.; Mercaldo, Sarah; Lamb, Leslie R.; King, Tari A.; Ellisen, Leif W.; Specht, Michelle; Tamimi, Rulla M.
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errSave
Power Spectrum Analysis of Breast Parenchyma with Digital Breast Tomosynthesis Images in a Longitudinal Screening Cohort from Two Vendors
errACADEMIC RADIOLOGY
IF3.9
err2022-06-01
err4
errOAAI
errYang, Kai; Abbey, Craig K.; Chou, Shinn-Huey Shirley; Dontchos, Brian N.; Li, Xinhua; Lehman, Constance D.; Liu, Bob
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errSave
/AI
errCANCER RESEARCH
IF16.6
err2022-02-15
err0
PREAI
errLehman, C.; Dontchos, B.; Lamb, L. R.
errShare
errSave
Association of polygenic risk score with 2 year risk of poor prognosis breast cancer
errCANCER RESEARCH
IF16.6
err2022-02-15
err0
PREAI
errMcCarthy, Anne Marie; Manning, Alisa K.; Hsu, Sarah; Moy, Beverly; Lehman, Constance D.; Armstrong, Katrina
errShare
errSave

Research Directions

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Co-authors
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Judy E. Garber
H-index: 130 · Papers: 972
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H-index: 111 · Papers: 575
D
Donald A. Berry
H-index: 109 · Papers: 686
A
Anne McTiernan
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