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1.
J Opt Soc Am A Opt Image Sci Vis ; 31(11): 2328-33, 2014 Nov 01.
Article in English | MEDLINE | ID: mdl-25401342

ABSTRACT

Current literature shows that radiologist experience does not affect detection tasks when the object does not require medical training to detect. However, the research was never sufficiently detailed to examine if the contrast detection threshold is also the same for radiologists versus nonradiologists. Previously, contrast threshold research was performed predominantly on nonradiologists. Therefore, any differences could lead to over- or under-estimation of the performance capabilities of radiologists. Fourteen readers, evenly divided between radiologists and nonradiologists, read a set of 150 mammogram-like images. The study was performed with the location of the objects known and unknown, requiring two separate readings. No difference in the contrast detection threshold between reader groups for either the location-unknown (4.9 just noticeable differences) or location-known (3.3 just noticeable differences) images was seen. The standard deviation for the location-unknown condition had no difference (p 0.91). But for the location-known condition, a significant difference (p 0.0009) was seen between radiologists and nonradiologists. No difference in contrast detection based on reader experience was observed, but decreased variance was seen with radiologists in the location-known condition.


Subject(s)
Clinical Competence , Mammography , Radiology , Humans , Observer Variation , ROC Curve
2.
J Digit Imaging ; 27(2): 248-54, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24190140

ABSTRACT

The purpose of this study was to evaluate stereoscopic perception of low-dose breast tomosynthesis projection images. In this Institutional Review Board exempt study, craniocaudal breast tomosynthesis cases (N = 47), consisting of 23 biopsy-proven malignant mass cases and 24 normal cases, were retrospectively reviewed. A stereoscopic pair comprised of two projection images that were ±4° apart from the zero angle projection was displayed on a Planar PL2010M stereoscopic display (Planar Systems, Inc., Beaverton, OR, USA). An experienced breast imager verified the truth for each case stereoscopically. A two-phase blinded observer study was conducted. In the first phase, two experienced breast imagers rated their ability to perceive 3D information using a scale of 1-3 and described the most suspicious lesion using the BI-RADS® descriptors. In the second phase, four experienced breast imagers were asked to make a binary decision on whether they saw a mass for which they would initiate a diagnostic workup or not and also report the location of the mass and provide a confidence score in the range of 0-100. The sensitivity and the specificity of the lesion detection task were evaluated. The results from our study suggest that radiologists who can perceive stereo can reliably interpret breast tomosynthesis projection images using stereoscopic viewing.


Subject(s)
Breast Diseases/diagnostic imaging , Radiographic Image Enhancement/methods , Biopsy , Female , Humans , Imaging, Three-Dimensional , Mammography/methods , Radiation Dosage , Retrospective Studies , Sensitivity and Specificity , Surveys and Questionnaires
3.
AJR Am J Roentgenol ; 197(4): W761-8, 2011 Oct.
Article in English | MEDLINE | ID: mdl-21940549

ABSTRACT

OBJECTIVE: The American College of Radiology recommends that mammogram images be viewed at 100% resolution (also called one-to-one or full resolution). We tested the effect of this and three other levels of zooming on the ability of radiologists to identify malignant calcifications on screening mammographic views. MATERIALS AND METHODS: Seven breast imagers viewed 77 mammographic images, 32 with and 45 without malignant microcalcifications, using four different degrees of monitor zooming. The readers indicated whether they thought a cluster of potentially malignant calcifications was present and where the cluster was located. Tested degrees of zooming included fit screen, a size midway between fit screen and 100%, 100%, and a size slightly larger than 100%. RESULTS: Readers failed to detect 17 clusters of malignant calcifications with fit-screen images, 12 clusters with midway images, 13 clusters with 100% images, and 11 clusters with slightly larger images. When viewing images without malignant microcalcifications, the readers marked false-positive areas on 25 images using fit-screen images, 43 of the midway images, 40 of the 100% images, and 29 of the slightly larger images. CONCLUSION: All four tested levels of zooming functioned well. There was a trend for the fit-screen images to function slightly less well than the others with regard to sensitivity, so it may not be prudent to rely on those images without other levels of zooming. The 100% resolution images did not function noticeably better than the others.


Subject(s)
Breast Diseases/diagnostic imaging , Calcinosis/diagnostic imaging , Mammography/methods , Mass Screening/methods , Radiographic Image Enhancement/methods , Breast Diseases/pathology , Calcinosis/pathology , Chi-Square Distribution , Female , Humans , Observer Variation , Precancerous Conditions/diagnostic imaging , Sensitivity and Specificity
4.
Mt Sinai J Med ; 78(2): 280-90, 2011.
Article in English | MEDLINE | ID: mdl-21425271

ABSTRACT

In this paper, we review the role played by breast magnetic resonance imaging in the detection and diagnosis of breast cancer. This is followed by a discussion of clinical decision support systems in medicine and their contributions in breast magnetic resonance imaging interpretation. We conclude by discussing the future of computer-aided diagnosis in breast magnetic resonance imaging.


Subject(s)
Breast Neoplasms/diagnosis , Diagnosis, Computer-Assisted/methods , Forecasting , Magnetic Resonance Imaging/standards , Magnetic Resonance Imaging/trends , Breast/pathology , Decision Support Systems, Clinical , Early Detection of Cancer , Female , Humans
5.
Radiology ; 257(1): 40-6, 2010 Oct.
Article in English | MEDLINE | ID: mdl-20679448

ABSTRACT

PURPOSE: To prospectively determine the interpretation time associated with computer-aided detection (CAD) and to analyze how CAD affected radiologists' decisions and their level of confidence in their interpretations of digital screening mammograms. MATERIALS AND METHODS: An Institutional Review Board exemption was obtained, and patient consent was waived in this HIPAA compliant study. The participating radiologists gave informed consent. Five radiologists were prospectively studied as they interpreted 267 clinical digital screening mammograms. Interpretation times, recall decisions, and confidence levels were recorded without CAD and then with CAD. Software was used for linear regression fitting of interpretation times. P values less than .05 were considered to indicate statistically significant differences. RESULTS: Mean interpretation time without CAD was 118 seconds ± 4.2 (standard error of the mean). Mean time for reviewing CAD images was 23 seconds ± 1.5. CAD identified additional findings in five cases, increased confidence in 38 cases, and decreased confidence in 21 cases. Interpretation time without CAD increased with the number of mammographic views (P < .0001). Mean times for interpretation without CAD and review of the CAD images both increased with the number of CAD marks (P < .0001). The interpreting radiologist was a significant variable for all interpretation times (P < .0001). Interpretation time with CAD increased by 3.2 seconds (95% confidence interval: 1.8, 4.6) for each calcification cluster marked and by 7.3 seconds (95% confidence interval: 4.7, 9.9) for each mass marked. CONCLUSION: The additional time required to review CAD images represented a 19% increase in the mean interpretation time without CAD. CAD requires a considerable time investment for digital screening mammography but may provide less measureable benefits in terms of confidence of the radiologists.


Subject(s)
Breast Neoplasms/diagnostic imaging , Mammography , Radiographic Image Interpretation, Computer-Assisted , Algorithms , Clinical Competence , Decision Making , Female , Humans , Linear Models , Prospective Studies , Radiology Information Systems , Software , Time Factors
6.
IEEE Trans Med Imaging ; 29(10): 1768-80, 2010 Oct.
Article in English | MEDLINE | ID: mdl-20529728

ABSTRACT

We have developed a novel, model-based active contour algorithm, termed "snakules", for the annotation of spicules on mammography. At each suspect spiculated mass location that has been identified by either a radiologist or a computer-aided detection (CADe) algorithm, we deploy snakules that are converging open-ended active contours also known as snakes. The set of convergent snakules have the ability to deform, grow and adapt to the true spicules in the image, by an attractive process of curve evolution and motion that optimizes the local matching energy. Starting from a natural set of automatically detected candidate points, snakules are deployed in the region around a suspect spiculated mass location. Statistics of prior physical measurements of spiculated masses on mammography are used in the process of detecting the set of candidate points. Observer studies with experienced radiologists to evaluate the performance of snakules demonstrate the potential of the algorithm as an image analysis technique to improve the specificity of CADe algorithms and as a CADe prompting tool.


Subject(s)
Algorithms , Breast Neoplasms/diagnostic imaging , Breast Neoplasms/etiology , Calcinosis/complications , Calcinosis/diagnostic imaging , Mammography/methods , Pattern Recognition, Automated/methods , Radiographic Image Enhancement/methods , Radiographic Image Interpretation, Computer-Assisted/methods , Reproducibility of Results , Sensitivity and Specificity
7.
J Digit Imaging ; 23(6): 701-5, 2010 Dec.
Article in English | MEDLINE | ID: mdl-19707827

ABSTRACT

We evaluated the use of a stylus as a computer interface for radiographic image annotation. Our case study concerned the annotation of spiculated lesions on mammograms. Three experienced radiologists annotated 20 mammograms depicting spiculated lesions. We evaluated the interobserver agreement in annotations marked with a stylus versus those marked with a mouse using the intraclass correlation coefficient. Better agreement in annotating spicule width was observed with the stylus, suggesting that it is easier to accurately annotate subtle regions on an image using a stylus.


Subject(s)
Breast Neoplasms/diagnostic imaging , Mammography/methods , Radiographic Image Enhancement/methods , User-Computer Interface , Female , Humans
8.
Acad Radiol ; 16(12): 1509-17, 2009 Dec.
Article in English | MEDLINE | ID: mdl-19896068

ABSTRACT

RATIONALE AND OBJECTIVES: American College of Radiology guidelines suggest that digital screening mammographic images should be viewed at the full resolution at which they were acquired. This slows interpretation speed. The aim of this study was to examine the effect of various levels of zooming on the detection and conspicuity of microcalcifications. MATERIALS AND METHODS: Six radiologists viewed 40 mammographic images five times in different random orders using five different levels of zooming: full resolution (100%) and 30%, 61%, 88%, and 126% of that size. Thirty-three images contained microcalcifications varying in subtlety, all associated with breast cancer. The clusters were circled. Seven images contained no malignant calcifications but also had randomly placed circles. The radiologists graded the presence or absence and visual conspicuity of any calcifications compared to calcifications in a reference image. They also counted the microcalcifications. RESULTS: The radiologists saw the microcalcifications in 94% of the images at 30% size and in either 99% or 100% of the other tested levels of zooming. Conspicuity ratings were worst for the 30% size and fairly similar for the others. Using the 30% size, two radiologists failed to see the microcalcifications on either the craniocaudal or mediolateral oblique view taken from one patient. Interobserver agreement regarding the number of calcifications was lowest for the 30% images and second lowest for the 100% images. CONCLUSIONS: Images at 30% size should not be relied on alone for systematic scanning for microcalcifications. The other four levels of magnification all performed well enough to warrant further testing.


Subject(s)
Breast Neoplasms/diagnostic imaging , Calcinosis/diagnostic imaging , Mammography/methods , Mass Screening/methods , Precancerous Conditions/diagnostic imaging , Radiographic Image Enhancement/methods , Calcinosis/complications , Female , Humans , Reproducibility of Results , Sensitivity and Specificity
9.
AJR Am J Roentgenol ; 192(3): 815-25, 2009 Mar.
Article in English | MEDLINE | ID: mdl-19234281

ABSTRACT

OBJECTIVE: This article describes the manifestations of fat necrosis on mammography, sonography, and MRI and correlates the imaging findings with the pathologic findings. CONCLUSION: On imaging studies, the appearance of fat necrosis ranges from typically benign to worrisome for malignancy. Mammography is more specific than sonography, and emphasis should be placed on mammography in making the diagnosis of fat necrosis. In selected cases, MRI may be helpful in showing findings consistent with fat necrosis.


Subject(s)
Breast/pathology , Fat Necrosis/diagnosis , Diagnosis, Differential , Fat Necrosis/diagnostic imaging , Female , Humans , Magnetic Resonance Imaging , Mammography , Ultrasonography, Mammary
10.
AJR Am J Roentgenol ; 192(1): 216-20, 2009 Jan.
Article in English | MEDLINE | ID: mdl-19098202

ABSTRACT

OBJECTIVE: Our objective was to compare interpretation speeds for digital and film-screen screening mammograms to test whether other variables might affect interpretation times and thus contribute to the apparent difference in interpretation speed between digital mammograms and film-screen mammograms, and to test whether the use of digital rather than film comparison studies might result in significant time savings. MATERIALS AND METHODS: Four readers were timed in the course of actual clinical interpretation of digital mammograms and film-screen mammograms. Interpretation times were compared for subgroups of studies based on the interpretation of the study by BI-RADS code, the number of images, the presence or absence of comparison studies and the type of comparison study, and whether the radiologist personally selected and hung additional films; the same comparisons were made among individual readers. RESULTS: For all four readers, mean interpretation times were longer for digital mammograms than for film-screen mammograms, with differences ranging from 76 to 202 seconds. The difference in interpretation speed between digital and film-screen mammograms was independent of other variables. Digital mammogram interpretation times were significantly longer than film-screen mammogram interpretation times regardless of whether the digital mammograms were matched with film or digital comparison studies. CONCLUSION: In screening mammography interpretation, digital mammograms take longer to read than film-screen mammograms, independent of other variables. Exclusive use of digital comparison studies may not cause interpretation times to drop enough to approach the interpretation time required for film-screen mammograms.


Subject(s)
Breast Neoplasms/diagnostic imaging , Efficiency, Organizational/statistics & numerical data , Mammography/statistics & numerical data , Radiographic Image Enhancement , Task Performance and Analysis , Workload/statistics & numerical data , X-Ray Film/statistics & numerical data , Breast Neoplasms/epidemiology , Female , Humans , Observer Variation , Professional Competence , Reproducibility of Results , Sensitivity and Specificity , Texas/epidemiology
11.
Breast Cancer (Auckl) ; 2: 5-9, 2008.
Article in English | MEDLINE | ID: mdl-21655364

ABSTRACT

The use of computer-aided detection (CAD) systems in mammography has been the subject of intense research for many years. These systems have been developed with the aim of helping radiologists to detect signs of breast cancer. However, the effectiveness of CAD systems in practice has sparked recent debate. In this commentary, we argue that computer-aided detection will become an increasingly important tool for radiologists in the early detection of breast cancer, but there are some important issues that need to be given greater focus in designing CAD systems if they are to reach their full potential.

12.
Arch Pathol Lab Med ; 130(6): 862-6, 2006 Jun.
Article in English | MEDLINE | ID: mdl-16740041

ABSTRACT

Myeloid sarcoma (MS) of the lower urinary tract is rare. We describe a 47-year-old man with hematuria, who was subsequently found to have MS involving bladder and epididymis. The neoplasm was composed predominantly of blasts that expressed CD68, CD117, myeloperoxidase, and lysozyme, with occasional immature eosinophils. Although blood and bone marrow examinations showed no morphologic evidence of leukemia, conventional cytogenetic studies of marrow demonstrated inv(16)(p13q22) in 4 of 20 metaphases; fluorescence in situ hybridization of the bladder neoplasm also showed inv(16). Following chemotherapy, the patient has been in complete remission for 32 months. In our literature review, we identified 7 cases of MS involving bladder, only 3 without evidence of an associated myeloid neoplasm in marrow, none with cytogenetic data. A high index of suspicion is required to establish the diagnosis of MS involving bladder. Cytogenetic analysis is useful for both demonstrating minimal marrow disease and classifying MS in paraffin-embedded tissue sections.


Subject(s)
Chromosome Inversion , Chromosomes, Human, Pair 16 , Genital Neoplasms, Male/pathology , Sarcoma, Myeloid/pathology , Urinary Bladder Neoplasms/pathology , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Biomarkers, Tumor/analysis , Cytarabine/administration & dosage , Cytogenetic Analysis , Disease-Free Survival , Genital Neoplasms, Male/drug therapy , Genital Neoplasms, Male/genetics , Humans , Idarubicin/administration & dosage , In Situ Hybridization , Male , Middle Aged , Remission Induction , Sarcoma, Myeloid/drug therapy , Sarcoma, Myeloid/genetics , Urinary Bladder Neoplasms/drug therapy , Urinary Bladder Neoplasms/genetics
14.
J Am Coll Surg ; 196(3): 354-64, 2003 Mar.
Article in English | MEDLINE | ID: mdl-12648684

ABSTRACT

BACKGROUND: There is no consensus about the use of the various diagnostic tests and surgical procedures available to confirm or rule out breast cancer in patients presenting with nipple discharge. This study was designed to identify patient and nipple-discharge characteristics associated with the diagnosis of breast cancer and to determine the utility of mammography, sonography, ductography, and cytology in surgical decision making in patients presenting with pathologic nipple discharge. STUDY DESIGN: We reviewed the medical records of all patients who presented with nipple discharge at our institution between August 1993 and September 2000. Patient and nipple-discharge characteristics and findings on imaging studies and cytologic examination were analyzed. RESULTS: A total of 146 patients presented at our institution with nipple discharge during the study period. Of these, 52 had clinically benign discharge and were managed without surgical intervention; 94 patients had pathologic discharge and underwent a biopsy procedure for histologic diagnosis, treatment, or both. Logistic regression analysis identified mammographic (relative risk [RR] = 10.47, 95% confidence interval [CI] 2.36 to 46.39, p = 0.0002) and sonographic (RR = 5.54, 95% CI 1.27 to 25.40, p = 0.028) abnormalities as independent factors associated with a malignant diagnosis. Nineteen cancers, 62 papillomas, and 13 other benign lesions were identified among the patients with pathologic discharge. In 3 patients with cancer (15.8%) and 30 patients with a papilloma (48.4%), ductography was the only means of identifying lesions to be resected. Patients who underwent ductography-guided operation (n = 42, 50%) or any surgical procedure including a localization study (n = 66, 78.6%) were significantly more likely than patients who underwent central duct excision alone to have a specific underlying lesion identified (p = 0.045 and p = 0.033, respectively). CONCLUSIONS: Abnormalities on mammography and sonography in patients with nipple discharge should alert physicians to the possibility of a breast cancer diagnosis. In patients with pathologic discharge with normal findings on physical examination and other imaging studies, ductography might be the only means of localizing and resecting breast lesions associated with nipple discharge.


Subject(s)
Breast Neoplasms/diagnosis , Breast Neoplasms/surgery , Nipples/pathology , Adult , Aged , Biopsy , Breast Diseases/diagnosis , Breast Diseases/surgery , Breast Neoplasms/diagnostic imaging , Breast Neoplasms/pathology , Decision Making , Diagnosis, Differential , Exudates and Transudates , Female , Humans , Logistic Models , Mammography , Medical Records , Middle Aged , Retrospective Studies , Risk Factors , Sensitivity and Specificity , Ultrasonography, Mammary
15.
Med Phys ; 29(9): 2052-61, 2002 Sep.
Article in English | MEDLINE | ID: mdl-12349926

ABSTRACT

Amorphous silicon/cesium iodide (a-Si:H/CsI:Tl) flat-panel (FP)-based full-field digital mammography systems have recently become commercially available for clinical use. Some investigations on physical properties and imaging characteristics of these types of detectors have been conducted and reported. In this perception study, a phantom containing simulated microcalcifications (microCs) of various sizes was imaged with four detector systems: a FP system, a small field-of-view charge coupled device (CCD) system, a high resolution computed radiography (CR) system, and a conventional mammography screen/film (SF) system. The images were reviewed by mammographers as well as nonradiologist participants. Scores reflecting confidence ratings were given and recorded for each detection task. The results were used to determine the average confidence-rating scores for the four imaging systems. Receiver operating characteristics (ROC) analysis was also performed to evaluate and compare the overall detection accuracy for the four detector systems. For calcifications of 125-140 microm in size, the FP system was found to have the best performance with the highest confidence-rating scores and the greatest detection accuracy (Az = 0.9) in the ROC analysis. The SF system was ranked second while the CCD system outperformed the CR system. The p values obtained by applying a Student t-test to the results of the ROC analysis indicate that the differences between any two systems are statistically significant (p<0.005). Differences in microC detectability for the large (150-160 microm) and small (112-125 microm) size microC groups showed a wider range of p values (not all p values are smaller than 0.005, ranging from 0.6 to <0.001) compared to the p values obtained for the medium (125-140 microm) size microC group. Using the p values to assess the statistical significance, the use of the average confidence-rating scores was not as significant as the use of the ROC analysis p value for p value.


Subject(s)
Breast Neoplasms/diagnostic imaging , Calcinosis/diagnostic imaging , Mammography/instrumentation , Radiographic Image Enhancement/instrumentation , Data Display , Equipment Failure Analysis , Female , Humans , Mammography/methods , Observer Variation , Phantoms, Imaging , ROC Curve , Reproducibility of Results , Sensitivity and Specificity , Video Recording/instrumentation
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