Minimizing Uncertainty in Breast Ultrasound Imaging with Real-Time Coherence-Based Beamforming
Project Number5R01EB032960-03
Contact PI/Project LeaderBELL, MUYINATU A. LEDIJU
Awardee OrganizationJOHNS HOPKINS UNIVERSITY
Description
Abstract Text
Project Summary
Approximately 280,000 women are expected to be diagnosed with breast cancer in the United States in 2021
and more than 40,000 will die from the disease. It is well documented that early detection results in improved
morbidity and mortality. Ultrasound imaging is an important screening and diagnostic breast cancer detection
tool, particularly for women with dense breasts when mammography tends to be suboptimal. While suspicious
findings may be clarified with ultrasound imaging, a subset of ultrasound images yield inconclusive results, ne-
cessitating biopsies or follow-up imaging, which increase patient anxiety and places additional burdens on the
time available for clinical care and the resource allocations of our healthcare system. One reason for this out-
standing challenge is that dense breasts tend to create images with significant acoustic clutter, which confounds
the differentiation of an otherwise anechoic mass (which is indicative of a benign cyst) from a truly hypoechoic
mass (which could be indicative of malignancy). In addition, it can be difficult to distinguish a complicated cyst
(which has internal echoes due to proteinaceous material and is benign) from either a solid mass or a complex
cystic and solid mass (which could be malignant) using standard ultrasound imaging methods alone.
The objective of this proposal is to develop new, real-time ultrasound imaging technology that will simplify clin-
ical workflows by distinguishing fluid-filled masses from solid masses and from complex cystic and solid masses,
which all appear hypoechoic in traditional ultrasound B-mode images. Our novel approach, Robust Short-Lag
Spatial Coherence (R-SLSC) imaging, has demonstrated feasibility to make this distinction by incorporating
coherence-based beamforming to augment existing beamforming methods available in clinical ultrasound scan-
ners. Aim 1 will focus on development of a real-time system for implementing matched B-mode and R-SLSC
imaging. Aim 2 will evaluate and compare real-time system performance. Aim 3 will assess the ability of our
novel methods to distinguish fluid from solid or complex cystic and solid masses utilizing a combination of quanti-
tative analyses and task-oriented reader studies. Aim 4 will investigate advanced methods to retrieve coherence
information and diagnostic information regarding mass contents from ultrasound channel data, including recently
discovered options that rely on coherence lengths and lag-one coherence values without requiring reader input.
Successful completion of these aims will lead to a real-time, ultrasound-based tool to confidently distinguish
solid from fluid hypoechoic breast masses and provide a more simplified clinical workflow for the most challenging
of these cases. In addition, results from the proposed studies will be applicable to clarifying the content of masses
that may appear in multiple organs throughout the human body (e.g., testicular, liver, or pancreatic masses).
Public Health Relevance Statement
Project Narrative
Breast cancer is the leading cancer among women, accounting for one-third of diagnosed cancers. While sus-
picious mammographic findings may be clarified with ultrasound imaging, a subset of ultrasound images yield
inconclusive results, necessitating biopsies or follow-up procedures, which increase patient anxiety and places
an additional burden on the time and resources of our healthcare system. The goal of this project is to develop
ultrasound technology that will resolve existing ambiguities.
NIH Spending Category
No NIH Spending Category available.
Project Terms
AccountingAcousticsAnxietyBenignBiometryBiopsyBoard CertificationBreastBreast Cancer DetectionCancer PatientClinicClinicalClinical PathwaysClutteringsCollaborationsComplexCystDataDedicationsDeveloping CountriesDevelopmentDiagnosisDiagnosticDiseaseEarly DiagnosisEnvironmentEquipmentFacultyGoalsHealthcareHealthcare SystemsHospitalsHuman bodyImageImaging TechniquesImaging technologyIn SituInvestigationLengthLettersLiquid substanceLiverMalignant - descriptorMalignant Breast NeoplasmMalignant NeoplasmsMalignant neoplasm of liverMalignant neoplasm of pancreasMalignant neoplasm of testisMammary UltrasonographyMammographyMass in breastMethodsMorbidity - disease rateOrganPancreasPathologyPathway interactionsPatientsPerformanceProceduresPublishingReaderReal-Time SystemsRecording of previous eventsResearchResearch PersonnelResource AllocationResourcesSeriesSolidSpeedTechniquesTechnologyTestingTimeUltrasonographyUncertaintyUnited StatesUniversitiesWait TimeWomanWorkbreast malignanciescancer diagnosisclinical caredeep learningdeep neural networkexperiencefollow-upimaging modalityimaging scientistimprovedinnovationmenmortalityneural network architecturenovelnovel strategiesphotoacoustic imagingradiologistrural areascreeningsuccesstoolultrasound
National Institute of Biomedical Imaging and Bioengineering
CFDA Code
286
DUNS Number
001910777
UEI
FTMTDMBR29C7
Project Start Date
15-August-2022
Project End Date
30-April-2026
Budget Start Date
01-May-2024
Budget End Date
30-April-2025
Project Funding Information for 2024
Total Funding
$340,026
Direct Costs
$220,500
Indirect Costs
$119,526
Year
Funding IC
FY Total Cost by IC
2024
National Institute of Biomedical Imaging and Bioengineering
$340,026
Year
Funding IC
FY Total Cost by IC
Sub Projects
No Sub Projects information available for 5R01EB032960-03
Publications
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No Publications available for 5R01EB032960-03
Patents
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Outcomes
The Project Outcomes shown here are displayed verbatim as submitted by the Principal Investigator (PI) for this award. Any opinions, findings, and conclusions or recommendations expressed are those of the PI and do not necessarily reflect the views of the National Institutes of Health. NIH has not endorsed the content below.
No Outcomes available for 5R01EB032960-03
Clinical Studies
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History
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