Deep learning to detect left ventricular structural abnormalities in chest X-rays.

BACKGROUND AND AIMS: Early identification of cardiac structural abnormalities indicative of heart failure is crucial to improving patient outcomes. Chest X-rays (CXRs) are routinely conducted on a broad population of patients, presenting an opportunity to build scalable screening tools for structural abnormalities indicative of Stage B or worse heart failure with deep learning methods. In this study, a model was developed to identify severe left ventricular hypertrophy (SLVH) and dilated left ventricle (DLV) using CXRs. METHODS: A total of 71 589 unique CXRs from 24 689 different patients completed within 1 year of echocardiograms were identified. Labels for SLVH, DLV, and a composite label indicating the presence of either were extracted from echocardiograms. A deep learning model was developed and evaluated using area under the receiver operating characteristic curve (AUROC). Performance was additionally validated on 8003 CXRs from an external site and compared against visual assessment by 15 board-certified radiologists. RESULTS: The model yielded an AUROC of 0.79 (0.76-0.81) for SLVH, 0.80 (0.77-0.84) for DLV, and 0.80 (0.78-0.83) for the composite label, with similar performance on an external data set. The model outperformed all 15 individual radiologists for predicting the composite label and achieved a sensitivity of 71% vs. 66% against the consensus vote across all radiologists at a fixed specificity of 73%. CONCLUSIONS: Deep learning analysis of CXRs can accurately detect the presence of certain structural abnormalities and may be useful in early identification of patients with LV hypertrophy and dilation. As a resource to promote further innovation, 71 589 CXRs with adjoining echocardiographic labels have been made publicly available.

Bend but don't break: Experience of a diverse New York City lung cancer screening program during the first year of the COVID-19 pandemic.

RATIONALE AND OBJECTIVES: The COVID-19 pandemic led to the national shutdown and subsequent reopening of cancer screening programs. Our diverse inner-city lung cancer screening program serves patients in the Bronx NY, which was severely affected by COVID-19, with the highest mortality in New York State in the spring of 2020. Staffing redeployment, quarantine protocols, increased safety measures, and changes in follow up resulted. The purpose of this study is to analyze the effect of the pandemic on lung cancer screening volumes during the first year of the pandemic. METHODS AND MATERIALS: Retrospective cohort comprised of all patients enrolled in our Bronx, NY lung cancer screening program from March 2019 to March 2021 who underwent LDCT or appropriate follow-up imaging. The pre-pandemic and pandemic period were defined as 3/28/2019 to 3/21/2020 and 3/22/2020 to 3/17/2021, respectively, dichotomized by the New York State lockdown. RESULTS: 1218 exams were performed in the pre-pandemic period and 857 in the pandemic period, a 29.6% decrease. The percentage of exams performed on newly enrolled patients decreased from 32.7% to 13.8% (p < 0.001). Patients in the pre-pandemic period and pandemic period respectively had the following demographic breakdown: mean age 66.9 ± 5.9 vs 66.5 ± 6.0, women 51.9% vs 51.6%, White 20.7% vs 20.3%, Hispanic/Latino 42.0% vs 36.3%. There was no significant difference in Lung-RADS scores for pre-pandemic and pandemic exams (p > 0.05). In the pandemic period, exam volume followed an inverted parabolic pattern, reflecting Covid surges for the cohort and all demographic subgroups. CONCLUSION: The COVID-19 pandemic significantly decreased lung cancer screening volume and new enrollment in our urban inner-city program. Screening volumes demonstrated a parabolic curve reflecting pandemic surges following the initial wave, unlike other reports. The combination of the impact of COVID on our population and lack of staffing redundancy in the screening program, in the face of typical COVID isolation and quarantine absences, impeded early pandemic rebound of our lung cancer screening program. This highlights the necessity of fostering resilience by developing robust programmatic resources.

The Use of the Transfemoral Transcaval Liver Biopsy Technique for Biopsies of Hepatic Masses.

The purpose of this study was to investigate the safety and effectiveness of the transfemoral transcaval (TFTC) liver biopsy technique in patients with hepatic masses with relative contraindications to percutaneous biopsy and/or mass location abutting the inferior vena cava. The medical records of 16 patients (56% men; age range, 21-88 years) who underwent TFTC biopsy of hepatic masses (ranging in diameter from 2.1 to 13.2 cm) from September 2015 to August 2021 were reviewed. Histopathologic diagnoses were made in 15 of 17 (88%) procedures. Two adverse events were noted: worsened preexisting hemobilia requiring embolization in 1 patient, and a decrease in hematocrit level in another patient, requiring only observation. In conclusion, this report showed that the TFTC technique is a relatively safe and effective method for sampling hepatic masses in select cases.

IgG4-Related Disease: A Constellation of Abdominal Manifestations.

IgG4-related disease is an autoimmune condition that results in inflammation and fibrosis throughout multiple organ systems. This disease is rare; however, it can mimic many more prevalent conditions clinically and thus should be included in their differential diagnoses. Although autoimmune pancreatitis is the most common abdominal manifestation, the disease can afflict the hepatobiliary, vascular and renal systems as well. We present a case of a 78-year-old male with symptoms of chronic fatigue and weight loss. Imaging was performed with the expectation of revealing a malignancy, although the features of IgG4-related disease involving multiple organs were detected instead. Serology confirmed the diagnosis. It is imperative to diagnose IgG4-related disease early as it has a different treatment and favorable prognosis compared to many malignancies.

Efficacy of Uterine Artery Embolization for Treatment of Anticoagulant-Associated Abnormal Uterine Bleeding.

STUDY OBJECTIVE: Data regarding uterine artery embolization (UAE) to specifically treat anticoagulant-associated iatrogenic abnormal uterine bleeding (AUB-I) are sparse. This manuscript aimed to quantify the effectiveness of UAE in treating this subset of patients. DESIGN: Retrospective case series. SETTING: Academic hospital serving a large minority-majority population. PATIENTS: Twenty-four patients with AUB-I that was provoked or aggravated by the initiation of anticoagulation therapy. INTERVENTIONS: Treatment of anticoagulant-associated AUB-I that failed medical management or was acute with UAE rather than inferior vena cava filter placement and hysterectomy. MEASUREMENTS AND MAIN RESULTS: An imaging database search was performed to identify patients who underwent UAE for anticoagulant-associated AUB-I from May 2011 to July 2020. Medical and radiologic records were reviewed. Short- and long-term outcomes were obtained to date, ranging from 10 months to 10 years after the procedure. In total, 24 patients were identified, ranging in age from 35 to 54 (mean 44.9) years. Venous thromboembolic disease was the most common (92%) indication for anticoagulation. At presentation, 14 patients (58%) were anticipated to require lifelong anticoagulation. Most UAE procedures (54%) occurred within 10 days of anticoagulation initiation. Before UAE, 17 patients (71%) attempted and failed medical management, myomectomy, or endometrial ablation to control bleeding. After UAE, 21 patients (88%) experienced substantial improvement or resolution of AUB and continued anticoagulation therapy. Three patients (14%) did not experience improvement and were treated with hysterectomy. Amenorrhea immediately after UAE occurred in 1 patient at age 45. CONCLUSION: UAE was an effective tool in the management of anticoagulant associated AUB-I in this cohort, resulting in decreased bleeding while allowing the continuation of anticoagulation therapy, with high rates of uterine preservation and preserved menses.

Late-Stage Pancreatic Cancer Detected During High-Risk Individual Surveillance: A Systematic Review and Meta-Analysis.

BACKGROUND & AIMS: Identification and resection of successful targets, that is, T1 N0M0 pancreatic ductal adenocarcinoma (PDAC) and high-grade precursors during surveillance of high-risk individuals (HRIs) confers improved survival. Late-stage PDACs refer to T2-4 N0M0 and nodal or distant metastatic PDAC stages diagnosed during the follow-up phase of HRI surveillance. This study aimed to quantify late-stage PDACs during HRI surveillance and identify associated clinicoradiologic factors. METHODS: A systematic search (PROSPERO:CRD42018117189) from Cochrane Library, Embase, Google Scholar, Medline, PubMed, Scopus, and Web of Science was last performed on April 18, 2021. Only original HRI surveillance manuscripts that specified follow-up strategies were included, and studies with only baseline information were excluded. Cumulative incidences of advanced neoplasia: high-grade precursors and all PDACs, and surveillance-detected/interval late-stage PDACs were calculated through random-effects model. Incidence of late-stage PDACs underwent metaregression to identify association with HRI clinicoradiologic features. Publication bias was assessed through the funnel plot and Egger's regression line. RESULTS: Thirteen original surveillance studies included 2169 HRIs followed over 7302.72 patient-years. Cumulative incidence of advanced neoplasia and late-stage PDACs was 3.3 (95% confidence interval [CI]: 0.6-7.4) and 1.7 (95% CI: 0.2-4.0) per 1000 patient-years, respectively. Late-stage PDACs lacked significant association with surveillance imaging, baseline pancreatic morphology, study location, genetic background, gender, or age. Limited information on diagnostic error, symptoms, timing of presentation, lesion site, and surveillance adherence precluded formal meta-analysis. CONCLUSION: A sizeable proportion of late-stage PDACs were detected during follow-up. Their incidence lacked association with baseline clinicoradiologic features. Further causal investigation of stage-based outcomes is warranted for overall improvement in HRI surveillance.

Image-guided Microinvasive Percutaneous Treatment of Breast Lesions: Where Do We Stand?

Treatment of breast lesions has evolved toward the use of less-invasive or minimally invasive techniques. Minimally invasive treatments destroy focal groups of cells without surgery; hence, less anesthesia is required, better cosmetic outcomes are achieved because of minimal (if any) scarring, and recovery times are shorter. These techniques include cryoablation, radiofrequency ablation, microwave ablation, high-intensity focused US, laser therapy, vacuum-assisted excision, and irreversible electroporation. Each modality involves the use of different mechanisms and requires specific considerations for application. To date, only cryoablation and vacuum-assisted excision have received U.S. Food and Drug Administration approval for treatment of fibroadenomas and have been implemented as part of the treatment algorithm by the American Society of Breast Surgeons. Several clinical studies on this topic have been performed on outcomes in patients with breast cancer who were treated with these techniques. The results are promising, with more data for radiofrequency ablation and cryoablation available than for other minimally invasive methods for treatment of early-stage breast cancer. Clinical decisions should be made on a case-by-case basis, according to the availability of the technique. MRI is the most effective imaging modality for postprocedural follow-up, with the pattern of enhancement differentiating residual or recurrent disease from postprocedural changes. ©RSNA, 2021.

Delayed sternal ossification in congenital heart disease: incidence using computed tomography.

BACKGROUND: While congenital heart disease (CHD) is known to be associated with sternal abnormalities, its association with absent sternal ossification is less well known. The literature is sparse and based on radiographs. OBJECTIVE: To quantify delayed sternal ossification in CHD using computed tomography (CT). MATERIALS AND METHODS: An imaging database search identified children with complex CHD and controls younger than 3 years of age who underwent chest CT from 2010 to 2019. Records were reviewed for demographics, CHD type and other pertinent history. Images were reviewed for manubrial or sternal segment ossification. Controls consisted of children undergoing chest CT for noncardiac reasons. Statistical analyses were conducted using a significance threshold of 0.05. RESULTS: Fifty-nine children had complex CHD (mean age: 9.4 months); 36 (61.0%) had cyanotic CHD. There were 189 controls (mean age: 17.9 months). Delayed sternal ossification was present in 7 children (11.9%) in the study group; 6 had cyanotic heart disease (85.7%). Patterns of ossification included manubrium only; manubrium and first sternal segment; first and second sternal segments; and manubrium, first segment and hypoplastic second segment. Three controls (1.6%) had sternal ossification delay, all with manubrial ossification only. Delayed sternal ossification was more prevalent in the study group than in the controls (P=0.002). Compared to the controls, a higher incidence of delayed sternal ossification was seen in children with cyanotic CHD (P<0.001) but not acyanotic CHD (P=0.37). CONCLUSION: Delayed sternal ossification occurs in children with CHD, particularly cyanotic forms, and requires no additional work-up.

Transjugular versus Transfemoral Transcaval Liver Biopsy: A Single-Center Experience in 500 Cases.

PURPOSE: To compare the safety and efficacy of transfemoral transcaval liver biopsies (TFTC) with that of transjugular liver biopsies (TJLB) at a single tertiary-care institution. MATERIALS AND METHODS: A retrospective review was performed of 500 consecutive transvenous liver biopsies between December 2010 and December 2018. The cases included 286 TFTC patients at a median age of 54 years old (interquartile range [IQR], 42-63 years of age), 37.4% were female; and 214 TJLB patients at a median age of 55 years old (IQR, 46-61 years of age), 45.4% female. Patient demographic and laboratory data and technical and histopathological success, fluoroscopy times, and complications were recorded. Comparative statistical analyses were performed using a 2-sample test or a Wilcoxon ranked sum test for continuous variables and a chi-square test or Fisher exact test for categorical variables when appropriate. RESULTS: TFTC and TJLB data are presented as: technical success rates of 99.3% (283 of 286) and 100% (214 of 214), respectively; histopathologic success rates of 96.5% (275 of 285) and 95.8% (205 of 214), respectively; and major complication rates of 1.4% (4 of 284) and 5.6% (12 of 214), respectively (P = .009). There were no hepatic injuries in the TFTC group, whereas the TJLB group included 6 significant hepatic injuries requiring intervention. Median fluoroscopic times were 5.5 minutes (IQR, 3.9-8.6 minutes) for TFTC and 8.1 minutes (IQR, 5.2-13.1) for TJLB (P < .001). CONCLUSIONS: In this single-institution study, TFTC was associated with a lower major complication rate and lower fluoroscopy times than conventional TJLB with similar technical and histopathologic successes.

The Rising Era of Immune Checkpoint Inhibitors in Myelodysplastic Syndromes.

Myelodysplastic syndromes (MDS) are a heterogeneous group of diseases characterized by ineffective hematopoiesis and a wide spectrum of manifestations ranging from indolent and asymptomatic cytopenias to acute myeloid leukemia (AML). MDS result from genetic and epigenetic derangements in clonal cells and their surrounding microenvironments. Studies have shown associations between MDS and other autoimmune diseases. Several immune mechanisms have been identified in MDS, suggesting that immune dysregulation might be at least partially implicated in its pathogenesis. This has led to rigorous investigations on the role of immunomodulatory drugs as potential treatment options. Epigenetic modification via immune check point inhibition, while well established as a treatment method for advanced solid tumors, is a new approach being considered in hematologic malignancies including high risk MDS. Several trials are looking at the efficacy of these agents in MDS, as frontline therapy and in relapse, both as monotherapy and in combination with other drugs. In this review, we explore the utility of immune checkpoint inhibitors in MDS and current research evaluating their efficacy.

Association of Cardiovascular Comorbidities With Hearing Loss in the Older Old.

Importance: In the United States, the population of individuals older than 80 years is expected to double in the next 40 years. Cardiovascular comorbidities are prevalent in this older old population, and their relationship with hearing loss has not been well characterized. Objective: To investigate the association of cardiovascular disease (CVD)-related risk factors with auditory function among the older old (>80 years). Design, Setting, and Participants: Audiological data and medical records from 2001 through 2014 of 433 patients aged 80 to 106 years at an academic medical center were analyzed in 2017. Main Outcomes and Measures: The degree of low- and high-frequency hearing loss of participants with coronary artery disease, diabetes, hypertension, history of cerebrovascular accident, and smoking status was compared with that of disease-free individuals. Rate of hearing loss was also determined. Results: Among the 433 patients (67% female; mean [SD] age, 89 [5.8] years), the presence of at least 1 cardiovascular morbidity was associated with elevated mean (SD) low-frequency pure-tone average (LFPTA) of 42.4 (1.6) vs 36.9 (3.5) decibels hearing loss (dB HL), a difference of 5.47 (95% CI, 4.15-9.49) dB HL. Among the 96 patients with 2 audiograms performed at age 80 years or older from which the rate of hearing loss could be calculated, 32 patients had CVD or related risk factors and 64 were healthy controls. Those with at least 1 disease had accelerated hearing loss. Patients with cardiovascular morbidity experienced a faster mean (SD) decline in LFPTA of 1.90 (0.27) vs 1.18 (0.42) dB HL/y, a difference of 0.72 (95% CI, 0.08-1.36) dB HL/y. Of the conditions studied, coronary artery disease had the highest association with audiometric thresholds and was associated with hearing loss at all frequencies tested and with poor word recognition score. Hearing loss was more strongly associated with CVD risk factors in men than in women. Conclusions and Relevance: In this study of the older old, cardiovascular risk factors and disease were associated with worse hearing and a greater rate of hearing deterioration. Hearing loss in women was less associated with the presence of CVD, possibly owing to the cardioprotective effects of estrogen. The association of hearing with CVD severity and management remains to be determined.

Health Care Student Knowledge and Willingness to Work in Infectious Disease Outbreaks.

OBJECTIVE: Health care workers are critical first responders. Understanding which factors motivate their willingness to work (WTW) during infectious disease outbreaks may guide improvements in preparedness. The perspective of health care students, the future workforce, remains largely unexplored. This study compared factors influencing WTW among medical, nursing, and pharmacy students. METHODS: A printed survey was administered to 631 medical, nursing, and pharmacy students. The questionnaire elicited information regarding prior disaster training, disease-related knowledge, and WTW in the setting of infectious diseases with contact or respiratory transmission. RESULTS: Analyses of the 579 respondents (92% response rate) demonstrated that students were less fearful for their health and more willing to work during outbreaks with contact transmission than during those with respiratory transmission. Medical students were the most fearful for their health, but they demonstrated the greatest WTW, followed by nursing students, and then pharmacy students. Medical students were also the most knowledgeable about infectious diseases. Prior disaster training was associated with greater WTW. CONCLUSIONS: Extent of disease-related knowledge and prior disaster training appear to influence WTW. Our findings, taken in the context of a remarkable underemphasis on disaster preparedness in health care curricula, call for a broader incorporation of disaster training to improve the WTW of health care students, and, ultimately, health care workers. (Disaster Med Public Health Preparedness. 2017;11:694-700).

Increases in the Rate of Age-Related Hearing Loss in the Older Old.

Importance: There is a critical disparity in knowledge regarding the rate and nature of hearing loss in the older old (80 years and older). Objective: To determine if the rate of age-related hearing loss is constant in the older old. Design, Setting, and Participants: We performed a retrospective review that began on August 1, 2014, with audiometric evaluations at an academic medical center of 647 patients aged between 80 and 106 years, of whom 141 had multiple audiograms. Main Outcomes and Measures: From a population perspective, the degree of hearing loss was compared across the following age brackets: 80 to 84 years, 85 to 89 years, 90 to 94 years, and 95 years and older. From an individual perspective, the rate of hearing decrease between 2 audiograms was compared with age. Results: Changes in hearing among age brackets were higher during the 10th decade of life than the 9th decade at all frequencies (5.4-11.9 dB hearing level [dB HL]) for the 647 patients (mean [SD] age, 90 [5.5] years). Correspondingly, the annual rate of low-frequency hearing loss was faster during the 10th decade by the 3.8 dB HL per year at 0.25 kHz, 3.8 dB HL per year at 0.5 kHz, and 3.2 dB HL per year at 1 kHz. Despite the universal presence of hearing loss in our sample, 382 patients (59%) used hearing aids. Conclusions and Relevance: There is a significant increase in the rate of hearing loss in patients during the 10th decade of life compared with the 9th decade that represents a fundamental change in the mechanistic process of presbycusis. Despite the potential benefit of hearing aids, they remain underused in the older old. Use may be improved by changing the method of hearing rehabilitation counseling from a patient-initiated model to a chronic disease example.

Hearing Aid Use is Associated with Better Mini-Mental State Exam Performance.

OBJECTIVE: Hearing loss is associated with cognitive decline in the elderly. However, it is unknown if the use of hearing aids (HAs) is associated with enhanced cognitive function. METHODS: In a cross-sectional study at an academic medical center, participants underwent audiometric evaluation, the Mini-Mental State Exam (MMSE), and the Trail Making Test, Part B (TMT-B). The impact of use versus disuse of HAs was assessed. Performance on cognitive tests was then compared with unaided hearing levels. RESULTS: HA users performed better on the MMSE (1.9 points; rank-sum, p = 0.008) despite having worse hearing at both high frequencies (15.3-dB hearing level; t test, p < 0.001) and low frequencies (15.7-dB hearing level; t test p < 0.001). HA use had no effect TMT-B performance. Better performance on the MMSE was correlated with both low frequency (ρ = -0.28, p = 0.021) and high frequency (ρ = -0.21, p = 0.038) hearing level, but there was no correlation between performance on the TMT-B and hearing at any frequency. CONCLUSION: Despite having poorer hearing, HA users performed better on the MMSE. Better performance on cognitive tests with auditory stimuli (MMSE) but not visual stimuli (TMT-B) suggests that hearing loss is associated with sensory-specific cognitive decline rather than global cognitive impairment. Because hearing loss is nearly universal in those older than 80 years, HAs should be strongly recommended to minimize cognitive impairment in the elderly.