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1.
J Am Coll Radiol ; 21(6S): S203-S218, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38823944

ABSTRACT

Uterine fibroids are the most common benign tumor in women of reproductive age and can present with symptoms including bleeding, bulk related symptoms, and infertility. Several treatment options are available for the management of uterine fibroids, including medical management, minimally invasive therapies such as uterine artery embolization and MR-guided focused ultrasound ablation, and surgical interventions ranging from laparoscopic myomectomy to open hysterectomy. Given this wide range of therapeutic interventions, it is important to understand the data supporting these interventions and to be able to apply it in different clinical settings. This document provides a summary of recent trials supporting various therapies for uterine fibroids, including recent evidence for MR-guided focused ultrasound ablation and a detailed discussion of fertility outcomes in myomectomy and uterine fibroid embolization. The American College of Radiology Appropriateness Criteria are evidence-based guidelines for specific clinical conditions that are reviewed annually by a multidisciplinary expert panel. The guideline development and revision process support the systematic analysis of the medical literature from peer reviewed journals. Established methodology principles such as Grading of Recommendations Assessment, Development, and Evaluation or GRADE are adapted to evaluate the evidence. The RAND/UCLA Appropriateness Method User Manual provides the methodology to determine the appropriateness of imaging and treatment procedures for specific clinical scenarios. In those instances where peer reviewed literature is lacking or equivocal, experts may be the primary evidentiary source available to formulate a recommendation.


Subject(s)
Leiomyoma , Societies, Medical , Uterine Neoplasms , Humans , Leiomyoma/diagnostic imaging , Leiomyoma/therapy , Leiomyoma/surgery , Female , Uterine Neoplasms/diagnostic imaging , Uterine Neoplasms/therapy , United States , Evidence-Based Medicine , Uterine Artery Embolization/methods
2.
Clin Imaging ; 110: 110164, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38691911

ABSTRACT

Natural Language Processing (NLP), a form of Artificial Intelligence, allows free-text based clinical documentation to be integrated in ways that facilitate data analysis, data interpretation and formation of individualized medical and obstetrical care. In this cross-sectional study, we identified all births during the study period carrying the radiology-confirmed diagnosis of fibroid uterus in pregnancy (defined as size of largest diameter of >5 cm) by using an NLP platform and compared it to non-NLP derived data using ICD10 codes of the same diagnosis. We then compared the two sets of data and stratified documentation gaps by race. Using fibroid uterus in pregnancy as a marker, we found that Black patients were more likely to have the diagnosis entered late into the patient's chart or had missing documentation of the diagnosis. With appropriate algorithm definitions, cross referencing and thorough validation steps, NLP can contribute to identifying areas of documentation gaps and improve quality of care.


Subject(s)
Documentation , Natural Language Processing , Uterine Neoplasms , Humans , Female , Pregnancy , Cross-Sectional Studies , Documentation/standards , Documentation/statistics & numerical data , Uterine Neoplasms/diagnostic imaging , Racism , Leiomyoma/diagnostic imaging , Adult , Obstetrics , Pregnancy Complications, Neoplastic/diagnostic imaging
3.
J Int Med Res ; 52(5): 3000605241252238, 2024 May.
Article in English | MEDLINE | ID: mdl-38759222

ABSTRACT

An accessory cavitated uterine mass (ACUM) is a very rare obstructive genital malformation characterized by pelvic pain and severe dysmenorrhea. It is easily mistaken for other obstructive genital malformations in women, such as cystic uterine adenomyosis or cystic degeneration of uterine fibroids. This case report describes a 30-year-old patient with a huge uterine cornual mass. Successful resection was performed by surgical excision, and the lesion was diagnosed as an ACUM. Given the rarity of a giant ACUM, this report also includes a brief review of the relevant literature.


Subject(s)
Uterus , Humans , Female , Adult , Uterus/abnormalities , Uterus/surgery , Uterus/pathology , Uterine Neoplasms/surgery , Uterine Neoplasms/pathology , Uterine Neoplasms/diagnosis , Uterine Neoplasms/diagnostic imaging , Magnetic Resonance Imaging , Treatment Outcome , Dysmenorrhea/etiology , Dysmenorrhea/surgery , Dysmenorrhea/diagnosis
4.
Braz J Med Biol Res ; 57: e13549, 2024.
Article in English | MEDLINE | ID: mdl-38716986

ABSTRACT

Expanding uterine masses can be the cause of pregnancy loss and add technical difficulties to uterus evacuation due to the intense anatomical distortion of the endocervical canal and uterine cavity. The literature is scarce in the peculiarities of the management of missed abortions in uterus with important distorted anatomies. We report a case of a primigravida patient who presented a rapid and expressive increase of abdominal volume due to a giant uterine mass, evolving to miscarriage. Ultrasound can be a useful tool, allowing visualization of the endocervical path and uterine cavity, helping to perform uterine evacuation in the presence of anatomical distortion without compromising the reproductive future. To the best of our knowledge, no such case has been previously reported.


Subject(s)
Abortion, Spontaneous , Uterine Neoplasms , Humans , Female , Uterine Neoplasms/diagnostic imaging , Uterine Neoplasms/surgery , Uterine Neoplasms/pathology , Pregnancy , Adult , Ultrasonography , Pregnancy Complications, Neoplastic/diagnostic imaging , Pregnancy Complications, Neoplastic/pathology , Pregnancy Complications, Neoplastic/surgery , Leiomyoma/diagnostic imaging , Leiomyoma/surgery , Leiomyoma/pathology
5.
Sci Data ; 11(1): 410, 2024 Apr 22.
Article in English | MEDLINE | ID: mdl-38649693

ABSTRACT

Uterine myomas are the most common pelvic tumors in women, which can lead to abnormal uterine bleeding, abdominal pain, pelvic compression symptoms, infertility, or adverse pregnancy. In this article, we provide a dataset named uterine myoma MRI dataset (UMD), which can be used for clinical research on uterine myoma imaging. The UMD is the largest publicly available uterine MRI dataset to date including 300 cases of uterine myoma T2-weighted imaging (T2WI) sagittal patient images and their corresponding annotation files. The UMD covers 9 types of uterine myomas classified by the International Federation of Obstetrics and Gynecology (FIGO), which were annotated and reviewed by 11 experienced doctors to ensure the authority of the annotated data. The UMD is helpful for uterine myomas classification and uterine 3D reconstruction tasks, which has important implications for clinical research on uterine myomas.


Subject(s)
Leiomyoma , Magnetic Resonance Imaging , Uterine Neoplasms , Female , Humans , Uterine Neoplasms/diagnostic imaging , Leiomyoma/diagnostic imaging , Uterus/diagnostic imaging
6.
Sci Rep ; 14(1): 9857, 2024 04 29.
Article in English | MEDLINE | ID: mdl-38684835

ABSTRACT

The aim of this study was to investigate the value of diffusion-weighted imaging (DWI) as a potential non-gadolinium alternative for promptly assessing the hyperacute outcome of magnetic resonance-guided focused ultrasound (MRgFUS) treatment for uterine fibroids. In this retrospective study we included 65 uterine fibroids from 44 women, who underwent axial DWI (b-value: 800 s/mm2) and contrast-enhanced (CE) MR within 15 min post-ablation. Two blinded observers independently reviewed the DWI findings of ablated necrotic lesions and measured their volumes on DWI and CE images. The post-ablation DWI images revealed clear depiction of ablative necrotic lesions in all fibroids, which were classified into two types: the bull's eye sign (type 1) and the bright patch sign (type 2). The inter-observer intraclass correlation coefficient for classifying DWI signal types was 0.804 (p < 0.001). Volumetric analysis of ablated necrosis using DWI and CE T1-weighted imaging showed no significant variance, nor did the non-perfused volume ratios (all p > 0.05). Bland-Altman analysis revealed a mean difference of 2.38% and 1.71% in non-perfused volume ratios between DWI and CE, with 95% limits of agreement from - 19.06 to 23.82% and - 18.40 to 21.82%, respectively. The findings of this study support the potential of DWI as a viable non-gadolinium alternative for evaluating the hyperacute outcomes of MRgFUS ablation in uterine fibroids.


Subject(s)
Diffusion Magnetic Resonance Imaging , High-Intensity Focused Ultrasound Ablation , Leiomyoma , Humans , Female , Leiomyoma/diagnostic imaging , Leiomyoma/surgery , Leiomyoma/pathology , Diffusion Magnetic Resonance Imaging/methods , Adult , Middle Aged , Retrospective Studies , High-Intensity Focused Ultrasound Ablation/methods , Treatment Outcome , Uterine Neoplasms/diagnostic imaging , Uterine Neoplasms/surgery , Uterine Neoplasms/pathology , Contrast Media
7.
BMJ Case Rep ; 17(4)2024 Apr 30.
Article in English | MEDLINE | ID: mdl-38688570

ABSTRACT

Here, we present a rare case of a primigravida who presented to us with symptoms and signs suggestive of an ectopic gestation, which turned out to be a partial mole in histopathological examination. Since it is a very rare occurrence, we would like to publish the case details in this case report.


Subject(s)
Hydatidiform Mole , Humans , Pregnancy , Female , Hydatidiform Mole/diagnosis , Hydatidiform Mole/diagnostic imaging , Adult , Uterine Neoplasms/diagnosis , Uterine Neoplasms/diagnostic imaging , Uterine Neoplasms/pathology , Diagnosis, Differential , Pregnancy, Ectopic/diagnosis
9.
Curr Opin Obstet Gynecol ; 36(3): 181-185, 2024 06 01.
Article in English | MEDLINE | ID: mdl-38656810

ABSTRACT

PURPOSE OF REVIEW: This article reviews recent advances in ultrasound elastography in diagnosing and evaluating the normal nongravid uterus and the infertile uterus in the gynecologic patient. RECENT FINDINGS: Focusing on the most recent primary literature, studies have demonstrated new findings among a breadth of gynecologic clinical settings. Studies in the nongravid uterus have found that menopausal status, age, and menstrual phase have not been associated with changes in uterine tissue stiffness. Focusing on myometrial disease, there have been conflicting data regarding the ability to distinguish uterine fibroids from adenomyosis. One area of expanding research surrounding uterine elastography includes the infertile population, where ongoing studies attempt to provide a predictive model using shear wave elastography (SWE) in patients undergoing in-vitro fertilization. SUMMARY: Ultrasound elastography has become an increasingly studied and utilized tool in assessing physiologic and pathologic processes in the field of gynecology. Evaluating tissue stiffness through strain and SWE can serve to improve diagnosis of various uterine and cervical lesions, as well as prognosticate outcomes after fertility treatments. This growing area of research will continue to establish the role and application of ultrasound elastography into clinical practice.


Subject(s)
Elasticity Imaging Techniques , Infertility, Female , Uterus , Humans , Female , Elasticity Imaging Techniques/methods , Uterus/diagnostic imaging , Infertility, Female/diagnostic imaging , Leiomyoma/diagnostic imaging , Uterine Diseases/diagnostic imaging , Uterine Neoplasms/diagnostic imaging , Adenomyosis/diagnostic imaging
11.
Magn Reson Imaging ; 110: 17-22, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38452829

ABSTRACT

PURPOSE: To compare the image quality of multiplexed sensitivity-encoding diffusion-weighted imaging (MUSE-DWI) and single-shot echo-planar imaging (SS-EPI-DWI) techniques in uterine MRI. METHODS: Eighty-eight eligible patients underwent MUSE-DWI and SS-EPI-DWI examinations simultaneously using a 3.0 T MRI system. Two radiologists independently performed quantitative and qualitative analysis of the two groups of images using a double-blind method. The weighted Kappa test was used to evaluate the interobserver agreement. Wilcoxon's rank sum test was used for qualitative parameters, and paired t-test was used for quantitative parameters. Spearman rank correlation analysis was used to obtained correlation between pathological results and mean apparent diffusion coefficient (ADC) value. RESULTS: The qualitative and quantitative analysis of the images by the two radiologists were in good or excellent agreement, with weighted kappa value ranging from 0.636 to 0.981. The scores of total subjective image quality (15.4 ± 0.99) and signal-to-noise ratio (158.99 ± 60.71) of MUSE-DWI were significantly higher than those of SS-EPI-DWI (12.93 ± 1.62 P < 0.001; 130.23 ± 48.29 P < 0.05). It effectively reduced image distortion and artifact, and had better lesion conspicuity. There was no significant difference in contrast-to-noise ratio score and average ADC values between the two DWI sequences. The average ADC values of the two DWI sequences were highest in the normal uterus group and lowest in the endometrial cancer group, with statistically significant differences among groups (P < 0.01). In addition, the average ADC values of the two DWI sequences were negatively correlated with the type of lesions, decreasing with the malignancy of the lesions (r = -0.805 P < 0.01, r = -0.815 P < 0.01). CONCLUSION: Compared to SS-EPI-DWI, MUSE-DWI can significantly reduce distortion, artifacts, and fuzziness in MRI of uterine lesions, which is more conducive to lesion detection.


Subject(s)
Diffusion Magnetic Resonance Imaging , Echo-Planar Imaging , Signal-To-Noise Ratio , Uterine Neoplasms , Uterus , Humans , Female , Diffusion Magnetic Resonance Imaging/methods , Middle Aged , Adult , Uterine Neoplasms/diagnostic imaging , Echo-Planar Imaging/methods , Uterus/diagnostic imaging , Uterus/pathology , Observer Variation , Aged , Reproducibility of Results , Sensitivity and Specificity , Image Interpretation, Computer-Assisted/methods , Double-Blind Method , Image Processing, Computer-Assisted/methods , Image Enhancement/methods
12.
Fukushima J Med Sci ; 70(2): 93-98, 2024 Apr 26.
Article in English | MEDLINE | ID: mdl-38494733

ABSTRACT

Uterine leiomyomas, benign tumors common in reproductive-aged women, can display rare variants such as hydropic leiomyoma (HL), which exhibit unique histological features like zonal edema and increased vascularity. However, due to its rarity, comprehensive clinical knowledge about HL is limited. We report a case of a 49-year-old Japanese woman who was premenopausal and nulliparous, presenting with a two-year history of abdominal distension. An MRI scan revealed a 20 cm mass in the posterior part of the uterus, exhibiting characteristics suggestive of an ovarian tumor. During laparotomy, a cystic tumor connected with a swollen fibroid was found, and pathology confirmed HL. This case emphasizes that hydropic leiomyomas can mimic malignant tumors on ultrasonography due to their atypical features, necessitating additional evaluations using alternative imaging techniques or histopathological examinations for accurate diagnosis and appropriate management. The patient recovered uneventfully, broadening our understanding of HL's clinical presentation.


Subject(s)
Leiomyoma , Ovarian Neoplasms , Uterine Neoplasms , Humans , Female , Middle Aged , Leiomyoma/pathology , Leiomyoma/diagnostic imaging , Ovarian Neoplasms/pathology , Ovarian Neoplasms/diagnostic imaging , Uterine Neoplasms/pathology , Uterine Neoplasms/diagnostic imaging , Magnetic Resonance Imaging , Diagnosis, Differential
13.
Abdom Radiol (NY) ; 49(5): 1522-1533, 2024 05.
Article in English | MEDLINE | ID: mdl-38467853

ABSTRACT

PURPOSE: To assess the predictive ability of conventional MRI features and MRI texture features in differentiating uterine leiomyoma (LM) from uterine leiomyosarcoma (LMS). METHODS: This single-center, IRB-approved, HIPAA-compliant retrospective study included 108 patients (69 LM, 39 LMS) who had pathology, preoperative MRI, and clinical data available at our tertiary academic institution. Two radiologists independently evaluated 14 features on preoperative MRI. Texture features based on 3D segmentation were extracted from T2W-weighted MRI (T2WI) using commercially available texture software (TexRAD™, Feedback Medical Ltd., Great Britain). MRI conventional features, and clinical and MRI texture features were compared between LM and LMS groups. Dataset was randomly divided into training (86 cases) and testing (22 cases) cohorts (8:2 ratio); training cohort was further subdivided into training and validation sets using ten-fold cross-validation. Optimal radiomics model was selected out of 90 different machine learning pipelines and five models containing different combinations of MRI, clinical, and radiomics variables. RESULTS: 12/14 MRI conventional features and 2/2 clinical features were significantly different between LM and LMS groups. MRI conventional features had moderate to excellent inter-reader agreement for all but two features. Models combining MRI conventional and clinical features (AUC 0.956) and MRI conventional, clinical, and radiomics features (AUC 0.989) had better performance compared to models containing MRI conventional features alone (AUC 0.846 and 0.890) or radiomics features alone (0.929). CONCLUSION: While multiple MRI and clinical features differed between LM and LMS groups, the model combining MRI, clinical, and radiomic features had the best predictive ability but was only marginally better than a model utilizing conventional MRI and clinical data alone.


Subject(s)
Leiomyoma , Leiomyosarcoma , Magnetic Resonance Imaging , Uterine Neoplasms , Humans , Leiomyosarcoma/diagnostic imaging , Leiomyosarcoma/pathology , Female , Leiomyoma/diagnostic imaging , Uterine Neoplasms/diagnostic imaging , Magnetic Resonance Imaging/methods , Middle Aged , Retrospective Studies , Diagnosis, Differential , Adult , Aged , Image Interpretation, Computer-Assisted/methods , Radiomics
14.
Int J Hyperthermia ; 41(1): 2325478, 2024.
Article in English | MEDLINE | ID: mdl-38479404

ABSTRACT

PURPOSE: To evaluate the efficacy and safety of high-intensity focused ultrasound (HIFU) ablation in the treatment of uterine arteriovenous fistula (UAVF). MATERIALS AND METHODS: This case series included three patients diagnosed with acquired UAVF. All patients underwent routine laboratory tests, electrocardiography (ECG), chest X-ray, ultrasound, and pelvic contrast-enhanced magnetic resonance imaging (MRI). HIFU treatment was performed under sedation and analgesia using a Model JC Focused Ultrasound Tumor Therapeutic System (made by Chongqing Haifu Medical Technology Co. Ltd., China) with a B mode ultrasound device for treatment guidance. The treatment time, sonication power, sonication time, and complications were recorded. Follow-up evaluations were scheduled at 1-, 3-, 6-, and 12-month to assess symptom improvement and evaluate the post-treatment imaging. RESULTS: All patients completed HIFU treatment in a single session without any major complication. All patients complained of mild lower abdominal and sacrococcygeal pain. Typically, no special treatment is required. Following HIFU treatment, there was a significant relief in clinical symptoms, particularly abnormal uterine bleeding. Ultrasound examinations conducted one month after the treatment revealed a notable reduction in the volume of the lesion, ranging from 57% to 100%. Moreover, the efficacy and safety of HIFU treatment remained consistent during the 12-month follow-up period. CONCLUSION: HIFU ablation appears to be an effective and safe treatment modality for UAVF. It provides a noninvasive approach with favorable clinical outcomes.


Subject(s)
Arteriovenous Fistula , High-Intensity Focused Ultrasound Ablation , Leiomyoma , Uterine Neoplasms , Female , Humans , Uterine Neoplasms/diagnostic imaging , Uterine Neoplasms/surgery , Leiomyoma/surgery , Arteriovenous Fistula/diagnostic imaging , Arteriovenous Fistula/surgery , High-Intensity Focused Ultrasound Ablation/methods , Magnetic Resonance Imaging , Pain , Ultrasonography, Interventional , Treatment Outcome
15.
Ultrasound Med Biol ; 50(5): 760-767, 2024 05.
Article in English | MEDLINE | ID: mdl-38360493

ABSTRACT

OBJECTIVE: In the treatment of uterine fibroids with ultrasound-guided high-intensity focused ultrasound (HIFU), water balloons are considered to be a valuable aid for improving safety and efficiency. However, the water balloons worsen the pathway for acoustic transmission, causing degraded performance both in ultrasound therapy and in ultrasound imaging. This study was aimed at establishing a protocol to evaluate the effects of the water balloon. METHODS: Simulations and experiments were carefully conducted to quantitatively investigate the effects of water ballons on the efficiency of HIFU energy delivery and on the quality of ultrasound guiding images. More specifically, HIFU-induced temperature increases in the focal region, together with spatial resolution, contrast and signal-to-noise ratio in the ultrasound guiding images, were compared under the conditions with and without the water balloon. RESULTS: Experiment results revealed that the use of water balloons led to decreases in temperature up to 10ºC within the focal region in some specific situations, but the quality of the guiding images was relatively less affected. CONCLUSION: The study provided knowledge on what influence the water balloon could have in ultrasound-guided HIFU treatment; it also established a practical and standardized evaluation scheme for further optimizing the water balloon, for example, its material and internal liquid compositions. This study can potentially help improve the efficiency and safety of treating uterine fibroids with ultrasound-guided HIFU systems.


Subject(s)
High-Intensity Focused Ultrasound Ablation , Leiomyoma , Uterine Neoplasms , Female , Humans , Uterine Neoplasms/diagnostic imaging , Uterine Neoplasms/therapy , High-Intensity Focused Ultrasound Ablation/methods , Treatment Outcome , Leiomyoma/diagnostic imaging , Leiomyoma/therapy , Ultrasonography , Magnetic Resonance Imaging/methods
16.
J Ultrasound Med ; 43(6): 1081-1085, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38385632

ABSTRACT

OBJECTIVE: To describe the ultrasonographic appearance of the post-ablative endometrium to improve knowledge of its sonographic findings. METHODS: This was an Institutional Review Board approved prospective study of patients who underwent second-generation endometrial ablation from 2016 to 2019 at a single health system. Patients had postoperative transvaginal ultrasounds at 2, 6, and 12 months. Ultrasound reports were analyzed for endometrial thickness, description of the endometrium and myometrium, presence of uterine fibroids, and uterine size. Statistical tests for repeated measures were utilized. RESULTS: There were 68 patients with the average age of 42 (SD 6) years and a BMI of 33 (SD 8). Preoperatively the average endometrial thickness was 10 mm, uterine length was 9.7 cm, and 38.2% had leiomyoma. The average endometrial thickness decreased at each ultrasound: 8.4 mm (SD 3.4), 7.2 mm (SD 3.0), and 5.8 mm (SD 2.5) at 2, 6, and 12 months, respectively. When comparing endometrial thickness postoperatively there was a significant difference at 2 and 12 months (P = .041), and 6 and 12 months (P = .031). There was no change during the postoperative period in the presence of leiomyoma, hyperechoic endometrium, hypoechoic endometrium, heterogeneous endometrium, and cystic endometrium on the ultrasounds. CONCLUSION: After ablation with a second-generation device, the endometrial thickness on ultrasound decreases with time following surgery. Additional studies correlating these findings to clinical outcomes would be useful.


Subject(s)
Endometrium , Radiofrequency Ablation , Ultrasonography , Humans , Female , Adult , Endometrium/diagnostic imaging , Endometrium/surgery , Prospective Studies , Ultrasonography/methods , Radiofrequency Ablation/methods , Leiomyoma/surgery , Leiomyoma/diagnostic imaging , Middle Aged , Endometrial Ablation Techniques/methods , Uterine Neoplasms/surgery , Uterine Neoplasms/diagnostic imaging
17.
BMJ Case Rep ; 17(2)2024 Feb 27.
Article in English | MEDLINE | ID: mdl-38417936

ABSTRACT

Reed's syndrome (RS) is a rare autosomal-dominant disorder characterised by multiple cutaneous and uterine leiomyomas, with a strong tendency for renal cell carcinoma (RCC) development. A woman in her 50s, who had previously undergone total abdominal hysterectomy due to multiple uterine leiomyomas, presented with painful nodules on her trunk and right arm for the past 6 years. These nodules were confirmed as leiomyomas through histopathology. Diagnosis of RS was established through clinicopathological correlation and positive family history, particularly her mother's. Early-onset uterine leiomyomas in patients with a similar family history should raise suspicion for RS, necessitating vigilant long-term follow-up. RCC detection requires mandatory renal imaging. Screening family members and providing genetic counselling are crucial.


Subject(s)
Carcinoma, Renal Cell , Kidney Neoplasms , Leiomyomatosis , Neoplastic Syndromes, Hereditary , Skin Neoplasms , Uterine Neoplasms , Female , Humans , Carcinoma, Renal Cell/genetics , Uterine Neoplasms/diagnostic imaging , Uterine Neoplasms/surgery , Leiomyomatosis/diagnostic imaging , Leiomyomatosis/surgery , Skin Neoplasms/diagnosis , Skin Neoplasms/surgery , Skin Neoplasms/genetics , Neoplastic Syndromes, Hereditary/diagnosis , Neoplastic Syndromes, Hereditary/surgery , Neoplastic Syndromes, Hereditary/pathology , Kidney Neoplasms/genetics , Fumarate Hydratase/genetics
18.
Acta Radiol ; 65(5): 499-505, 2024 May.
Article in English | MEDLINE | ID: mdl-38343091

ABSTRACT

BACKGROUND: The deep learning (DL)-based reconstruction algorithm reduces noise in magnetic resonance imaging (MRI), thereby enabling faster MRI acquisition. PURPOSE: To compare the image quality and diagnostic performance of conventional turbo spin-echo (TSE) T2-weighted (T2W) imaging with DL-accelerated sagittal T2W imaging in the female pelvic cavity. METHODS: This study evaluated 149 consecutive female pelvic MRI examinations, including conventional T2W imaging with TSE (acquisition time = 2:59) and DL-accelerated T2W imaging with breath hold (DL-BH) (1:05 [0:14 × 3 breath-holds]) in the sagittal plane. In 294 randomly ordered sagittal T2W images, two radiologists independently assessed image quality (sharpness, subjective noise, artifacts, and overall image quality), made a diagnosis for uterine leiomyomas, and scored diagnostic confidence. For the uterus and piriformis muscle, quantitative imaging analysis was also performed. Wilcoxon signed rank tests were used to compare the two sets of T2W images. RESULTS: In the qualitative analysis, DL-BH showed similar or significantly higher scores for all features than conventional T2W imaging (P <0.05). In the quantitative analysis, the noise in the uterus was lower in DL-BH, but the noise in the muscle was lower in conventional T2W imaging. In the uterus and muscle, the signal-to-noise ratio was significantly lower in DL-BH than in conventional T2W imaging (P <0.001). The diagnostic performance of the two sets of T2W images was not different for uterine leiomyoma. CONCLUSIONS: DL-accelerated sagittal T2W imaging obtained with three breath-holds demonstrated superior or comparable image quality to conventional T2W imaging with no significant difference in diagnostic performance for uterine leiomyomas.


Subject(s)
Deep Learning , Magnetic Resonance Imaging , Pelvis , Humans , Female , Magnetic Resonance Imaging/methods , Adult , Middle Aged , Pelvis/diagnostic imaging , Aged , Leiomyoma/diagnostic imaging , Uterine Neoplasms/diagnostic imaging , Retrospective Studies , Young Adult , Image Interpretation, Computer-Assisted/methods , Uterus/diagnostic imaging
19.
BMC Med Imaging ; 24(1): 48, 2024 Feb 19.
Article in English | MEDLINE | ID: mdl-38373912

ABSTRACT

INTRODUCTION: The purpose of our study was to differentiate uterine carcinosarcoma (UCS) from endometrioid adenocarcinoma (EAC) by the multiparametric magnetic resonance imaging (MRI) features. METHODS: We retrospectively evaluated clinical and MRI findings in 17 patients with UCS and 34 patients with EAC proven by histologically. The following clinical and pathological features were evaluated: post- or pre-menopausal, clinical presentation, invasion depth, FIGO stage, lymphaticmetastasis. The following MRI features were evaluated: tumor dimension, cystic degeneration or necrosis, hemorrhage, signal intensity (SI) on T2-weighted images (T2WI), relative SI of lesion to myometrium on T2WI, T1WI, DWI, ADCmax, ADCmin, ADCmean (RSI-T2, RSI-T1, RSI-DWI, RSI-ADCmax, RSI-ADCmin, RSI-ADCmean), ADCmax, ADCmin, ADCmean, the maximum, minimum and mean relative enhancement (RE) of lesion to myometrium on the arterial and venous phases (REAmax, REAmin, REAmean, REVmax, REVmin, REVmean). Receiver operating characteristic (ROC) analysis and the area under the curve (AUC) were used to evaluate prediction ability. RESULTS: The mean age of UCS was higher than EAC. UCS occurred more often in the postmenopausal patients. UCS and EAC did not significantly differ in depth of myometrial invasion, FIGO stage and lymphatic metastasis. The anterior-posterior and transverse dimensions were significantly larger in UCS than EAC. Cystic degeneration or necrosis and hemorrhage were more likely occurred in UCS. The SI of tumor on T2WI was more heterogeneous in UCS. The RSI-T2, ADCmax, ADCmean, RSI-ADCmax and RSI-ADCmean of UCS were significantly higher than EAC. The REAmax, REAmin, REAmean, REVmax, REVmin and REVmean of UCS were all higher than EAC. The AUCs were 0.72, 0.71, 0.86, 0.96, 0.89, 0.84, 0.73, 0.97, 0.88, 0.94, 0.91, 0.69 and 0.80 for the anterior-posterior dimension, transverse dimension, RSI-T2, ADCmax, ADCmean, RSI-ADCmax, RSI-ADCmean, REAmax, REAmin, REAmean, REVmax, REVmin and REVmean, respectively. The AUC was 0.997 of the combined of ADCmax, REAmax and REVmax. Our study showed that ADCmax threshold value of 789.05 (10-3mm2/s) can differentiate UCS from EAC with 100% sensitivity, 76.5% specificity, and 0.76 AUC, REAmax threshold value of 0.45 can differentiate UCS from EAC with 88.2% sensitivity, 100% specificity, and 0.88 AUC. CONCLUSION: Multiparametric MRI features may be utilized as a biomarker to distinguish UCS from EAC.


Subject(s)
Carcinoma, Endometrioid , Carcinosarcoma , Multiparametric Magnetic Resonance Imaging , Uterine Neoplasms , Female , Humans , Diffusion Magnetic Resonance Imaging/methods , Carcinoma, Endometrioid/diagnostic imaging , Retrospective Studies , Uterine Neoplasms/diagnostic imaging , Hemorrhage , Necrosis , Carcinosarcoma/diagnostic imaging
20.
J Am Coll Radiol ; 21(5): 721-728, 2024 May.
Article in English | MEDLINE | ID: mdl-38220041

ABSTRACT

PURPOSE: The aim of this study is to uncover potential areas for cost savings in uterine artery embolization (UAE) using time-driven activity-based costing, the most accurate costing methodology for direct health care system costs. METHODS: One hundred twenty-three patients who underwent outpatient UAE for fibroids or adenomyosis between January 2020 and December 2022 were retrospectively reviewed. Utilization times were captured from electronic health record time stamps and staff interviews using validated techniques. Capacity cost rates were estimated using institutional data and manufacturer proxy prices. Costs were calculated using time-driven activity-based costing for personnel, equipment, and consumables. Differences in time utilization and costs between procedures by an interventional radiology attending physician only versus an interventional radiology attending physician and trainee were additionally performed. RESULTS: The mean total cost of UAE was $4,267 ± $1,770, the greatest contributor being consumables (51%; $2,162 ± $811), followed by personnel (33%; $1,388 ± $340) and equipment (7%; $309 ± $96). Embolic agents accounted for the greatest proportion of consumable costs, accounting for 51% ($1,273 ± $789), followed by vascular devices (15%; $630 ± $143). The cost of embolic agents was highly variable, driven mainly by the number of vials (range 1-19) of tris-acryl gelatin particles used. Interventional radiology attending physician only cases had significantly lower personnel costs ($1,091 versus $1,425, P = .007) and equipment costs ($268 versus $317, P = .007) compared with interventional radiology attending physician and trainee cases, although there was no significant difference in mean overall costs ($3,640 versus $4,386; P = .061). CONCLUSIONS: Consumables accounted for the majority of total cost of UAE, driven by the cost of embolic agents and vascular devices.


Subject(s)
Leiomyoma , Uterine Artery Embolization , Humans , Female , Uterine Artery Embolization/economics , Retrospective Studies , Leiomyoma/therapy , Leiomyoma/economics , Leiomyoma/diagnostic imaging , Adult , Radiology, Interventional/economics , Middle Aged , Uterine Neoplasms/therapy , Uterine Neoplasms/economics , Uterine Neoplasms/diagnostic imaging , Health Care Costs/statistics & numerical data , Cost Savings , Radiography, Interventional/economics
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