Dural involvement in central nervous system langerhans cells histiocytosis (LCH) on FDG PET/CT: Case report and review of CNS manifestations of LCH on PET/CT.

We report a case of multisystem Langerhans cell histiocytosis in a pediatric patient with central nervous system involvement, highlighting F-18(FDG) uptake characteristics of dural sites of disease. We also highlight the advantages of functional data offered by FDG-PET as a useful follow-up tool to assess viability and, therefore, treatment response of previously known central nervous system lesions. The utility of recognizing characteristic patterns of FDG uptake in dural disease is also applicable in cases of diagnostic uncertainty, such as when evaluating isolated dural lesions or when distinguishing between Langerhans cell histiocytosis and similar appearing lesions such as meningiomas.

Neuroimaging of Neonatal Stroke: Venous Focus.

Perinatal venous infarcts are underrecognized clinically and at imaging. Neonates may be susceptible to venous infarcts because of hypercoagulable state, compressibility of the dural sinuses and superficial veins due to patent sutures, immature cerebral venous drainage pathways, and drastic physiologic changes of the brain circulation in the perinatal period. About 43% of cases of pediatric cerebral sinovenous thrombosis occur in the neonatal period. Venous infarcts can be recognized by ischemia or hemorrhage that does not respect an arterial territory. Knowledge of venous drainage pathways and territories can help radiologists recognize characteristic venous infarct patterns. Intraventricular hemorrhage in a term neonate with thalamocaudate hemorrhage should raise concern for internal cerebral vein thrombosis. A striato-hippocampal pattern of hemorrhage indicates basal vein of Rosenthal thrombosis. Choroid plexus hemorrhage may be due to obstruction of choroidal veins that drain the internal cerebral vein or basal vein of Rosenthal. Fan-shaped deep medullary venous congestion or thrombosis is due to impaired venous drainage into the subependymal veins, most commonly caused by germinal matrix hemorrhage in the premature infant and impeded flow in the deep venous system in the term infant. Subpial hemorrhage, an underrecognized hemorrhage stroke type, is often observed in the superficial temporal region, and its cause is probably multifactorial. The treatment of cerebral sinovenous thrombosis is anticoagulation, which should be considered even in the presence of intracranial hemorrhage. ©RSNA, 2024 Test Your Knowledge questions in the supplemental material and the slide presentation from the RSNA Annual Meeting are available for this article.

National Trends in Management of Newly Diagnosed Prostate Cancer.

BACKGROUND: Deciding whether to treat or conservatively manage patients with prostate cancer is challenging. Recent changes in guidelines, advances in treatment technologies, and policy can influence decision making surrounding management, particularly for those for whom the decision to treat is discretionary. Contemporary trends in management of newly diagnosed prostate cancer are unclear. METHODS: Using national Medicare data, men with newly diagnosed prostate cancer were identified between 2014 and 2019. Patients were classified by 5- and 10-year noncancer mortality risk. Multinomial logistic regression models were fit to assess adjusted trends in management over time. The primary outcome was management of prostate cancer: local treatment (inclusive of surgery, radiation, brachytherapy, or cryotherapy), hormone therapy, or observation. RESULTS: Local treatment was the most common form of management and stable across years (68%). Use of observation increased (21%-23%, P < .001) and use of hormone therapy decreased (11%-8%, P < 0.001). After stratifying by 10-year non-cancer mortality risk, observation increased among men with low (22.3%-26.1%, P < .001) and moderate (19.9%-23.5%, P < .001) mortality risk. Conversely, use of treatment increased among those with high (62.8%-68.0%, P = .004) and very high (45.5%-54.1%, P < .001) risk of noncancer mortality. These trends were similar across groups when stratified by 5-year noncancer mortality risk. CONCLUSION: Nationally, use of local treatment remains common and was stable throughout the study period. However, while local treatment declined among men with a lower risk of noncancer mortality, it increased among men with a higher risk of non-cancer mortality.

Patient Characteristics Associated with Sexual Interest and Activity Among Adults with Spina Bifida.

OBJECTIVE: To identify factors associated with sexual interest and activity among adults with spina bifida and to describe the sexual profile of those who were sexually active. Sexual health of adults with spina bifida is often neglected and current knowledge on the topic is limited. METHODS: An anonymous web-based survey was advertised and administered between March 2018 and September 2018 and participants 16 years and older with spina bifida were included in this study. Respondents were asked about sexual interest, activity, and function using the validated Patient-Reported Outcomes Measurement Information System Sexual Function Profile. Bivariate and multivariable models with ordinal logistic regression were fitted to evaluate predictors of sexual interest and sexual function. RESULTS: Of the 261 respondents with a self-reported diagnosis of spina bifida (mean age of 38.5 years), 73.2% noted at least a little bit of interest in sexual activity. In multivariate analysis, women were less likely to report higher sexual interest than men (odds ratio (OR) = 0.53, 95% CI 0.31-0.92, P = .03) whereas those with higher physical functioning were more likely to have higher sexual interest (OR = 1.04, confidence interval (CI) 1.01-1.07, P = .03). Just less than half of respondents (46.4%) were sexually active in the past 30 days, and those with a ventriculoperitoneal shunt were less likely to engage in sexual activity compared to those without (OR = 0.36, 95% CI 0.19-0.68; P <.01). CONCLUSION: The mismatch between sexual interest and sexual activity highlights the importance of exploring issues related to sexual health when counseling adult patients with spina bifida.

Access and Utilization of Health Care by Adults with Spina Bifida.

OBJECTIVE: To contextualize the challenges that persons with congenital genitourinary conditions (CGC) may encounter in adulthood, we examined health care access, readiness for self-management, and health care utilization of adults with spina bifida (SB). METHODS: Through surveys distributed via social media, persons with SB were asked about access and barriers to care, readiness for self-management, and health care utilization (ie, medical visits, missed visits, emergency room [ER] visits, hospital admissions) within the past year. Multivariable models were fitted to examine determinants of utilization. RESULTS: Of the 270 eligible respondents (mean age 39), 24.5% had not received care from a urologist in the past year. The odds of missing any medical visits were increased among those with more prior urologic surgeries (odds ratio (OR) 1.35, 95%confidence interval (CI) 1.05-1.78) and those with ER visits for urologic condition within the past year (OR 2.65, 95%CI 1.22-6.01). Those with private insurance had lower odds of having ER visits for urologic condition (OR 0.46, 95%CI 0.22-0.84). The odds of hospital admission related to urologic condition were increased among female (OR 2.35, 95%CI 1.01-6.64), those with more prior urologic surgeries (OR 1.18, 95%CI 1.09-1.51), and those with a urologist (OR 2.98, 95%CI 1.15-14.47). CONCLUSION: A substantial proportion of adults with CGC lack routine urologic care. Considering the significant barriers to care and lapses in care, efforts to improve access and optimize health care services utilization for this population with high medical complexity are warranted.

Practice Competition and Treatment of Newly Diagnosed Prostate Cancer.

OBJECTIVE: To examine the effect of urology practice market competition on use of treatment in men with newly diagnosed prostate cancer. METHODS: We performed a retrospective national cohort study of 48,067 Medicare beneficiaries with newly diagnosed prostate cancer between 2014 and 2018. The primary exposure was urology practice-level market competition. Markets were established by the flow of patients to a practice using a variable radius approach. Practice level competition was measured annually using the Herfindahl-Hirschman Index. The primary outcome was use of treatment for prostate cancer (ie, surgery, radiation, or cryotherapy) stratified by 10-year risk of noncancer mortality. RESULTS: Between 2014 and 2018, there was a decrease in the total percent of urologists practicing in small single-specialty groups (49%-41%) with an increase in multispecialty practices (38%-47%). After adjusting for demographic and clinical characteristics, a lower percentage of men underwent treatment in practices with low competition relative to those managed in practices with high competition (70% vs 67.0%, P < .001). Among men with the highest risk of noncancer mortality, those managed in practices in the least competitive markets were less likely to receive treatment relative to men managed by practices in the most competitive markets (48% vs 60%, P-value<.001). CONCLUSION: Reduction in competition between urology practices is not associated with greater use of treatment in men with newly diagnosed prostate cancer, particularly in those with a high risk of noncancer mortality.

Lorlatinib with or without chemotherapy in ALK-driven refractory/relapsed neuroblastoma: phase 1 trial results.

Neuroblastomas harbor ALK aberrations clinically resistant to crizotinib yet sensitive pre-clinically to the third-generation ALK inhibitor lorlatinib. We conducted a first-in-child study evaluating lorlatinib with and without chemotherapy in children and adults with relapsed or refractory ALK-driven neuroblastoma. The trial is ongoing, and we report here on three cohorts that have met pre-specified primary endpoints: lorlatinib as a single agent in children (12 months to <18 years); lorlatinib as a single agent in adults (≥18 years); and lorlatinib in combination with topotecan/cyclophosphamide in children (<18 years). Primary endpoints were safety, pharmacokinetics and recommended phase 2 dose (RP2D). Secondary endpoints were response rate and 123I-metaiodobenzylguanidine (MIBG) response. Lorlatinib was evaluated at 45-115 mg/m2/dose in children and 100-150 mg in adults. Common adverse events (AEs) were hypertriglyceridemia (90%), hypercholesterolemia (79%) and weight gain (87%). Neurobehavioral AEs occurred mainly in adults and resolved with dose hold/reduction. The RP2D of lorlatinib with and without chemotherapy in children was 115 mg/m2. The single-agent adult RP2D was 150 mg. The single-agent response rate (complete/partial/minor) for <18 years was 30%; for ≥18 years, 67%; and for chemotherapy combination in <18 years, 63%; and 13 of 27 (48%) responders achieved MIBG complete responses, supporting lorlatinib's rapid translation into active phase 3 trials for patients with newly diagnosed high-risk, ALK-driven neuroblastoma. ClinicalTrials.gov registration: NCT03107988 .

Effects of In-office Dispensing by Single-specialty Urology Practices on Management of Advanced Prostate Cancer.

INTRODUCTION: We examine changes in the volume of patients with advanced prostate cancer and prescriptions for abiraterone and enzalutamide among urology practices with and without in-office dispensing. METHODS: Using data from the National Council for Prescription Drug Programs, we identified in-office dispensing by single-specialty urology practices from 2011 to 2018. As the greatest growth in implementing dispensing occurred among large groups in 2015, outcomes were measured at the practice level in 2014 (before) and 2016 (after) for dispensing and non-dispensing practices. Outcomes included the volume of men with advanced prostate cancer managed by a practice and prescriptions for abiraterone and/or enzalutamide. Using national Medicare data, generalized linear mixed models were fit to compare the practice-level ratio of each outcome (2016 relative to 2014) adjusting for regional contextual factors. RESULTS: In-office dispensing increased from 1% to 30% of single-specialty urology practices from 2011 to 2018, with 28 practices implementing dispensing in 2015. In 2016 compared to 2014, adjusted changes in the volume of patients with advanced prostate cancer managed by a practice were similar between non-dispensing (0.88, 95% CI 0.81-0.94) and dispensing (0.93, 95% CI 0.76-1.09) practices (P = .60). Prescriptions for abiraterone and/or enzalutamide increased in both non-dispensing (2.00, 95% CI 1.58-2.41) and dispensing (8.99, 95% CI 4.51-13.47) practices (P < .01). CONCLUSIONS: In-office dispensing is increasingly common in urology practices. This emerging model is not associated with changes in patient volume but is associated with increased prescriptions for abiraterone and enzalutamide.

Development of an ultrafast brain MR neuronavigation protocol for ventricular shunt placement.

OBJECTIVE: Advancements in MRI technology have provided improved ways to acquire imaging data and to more seamlessly incorporate MRI into modern pediatric surgical practice. One such situation is image-guided navigation for pediatric neurosurgical procedures, including intracranial catheter placement. Image-guided surgery (IGS) requires acquisition of CT or MR images, but the former carries the risk of ionizing radiation and the latter is associated with long scan times and often requires pediatric patients to be sedated. The objective of this project was to circumvent the use of CT and standard-sequence MRI in ventricular neuronavigation by investigating the use of fast MR sequences on the basis of 3 criteria: scan duration comparable to that of CT acquisition, visualization of ventricular morphology, and image registration with surface renderings comparable to standard of care. The aim of this work was to report image development, implementation, and results of registration accuracy testing in healthy subjects. METHODS: The authors formulated 11 candidate MR sequences on the basis of the standard IGS protocol, and various scan parameters were modified, such as k-space readout direction, partial k-space acquisition, sparse sampling of k-space (i.e., compressed sensing), in-plane spatial resolution, and slice thickness. To evaluate registration accuracy, the authors calculated target registration error (TRE). A candidate sequence was selected for further evaluation in 10 healthy subjects. RESULTS: The authors identified a candidate imaging protocol, termed presurgical imaging with compressed sensing for time optimization (PICO). Acquisition of the PICO protocol takes 25 seconds. The authors demonstrated noninferior TRE for PICO (3.00 ± 0.19 mm) in comparison with the default MRI neuronavigation protocol (3.35 ± 0.20 mm, p = 0.20). CONCLUSIONS: The developed and tested sequence of this work allowed accurate intraoperative image registration and provided sufficient parenchymal contrast for visualization of ventricular anatomy. Further investigations will evaluate use of the PICO protocol as a substitute for CT and conventional MRI protocols in ventricular neuronavigation.

Implications of the Merit-Based Incentive Payment System for Urology Practices.

OBJECTIVE: To determine the implications of the merit-based incentive payment system (MIPS) for urology practices. MIPS is a Medicare payment model that determines whether a physician is financially penalized or receives bonus payment based on performance in four categories: quality, practice improvement, promotion of interoperability, and spending. METHODS: We performed a cross-sectional analysis of urologist performance in MIPS for 2017 and 2019 using Medicare data. Urologist practice organization was categorized as single-specialty (small, medium, large) or multispecialty groups. MIPS scores were estimated by practice organization. Logistic regression models were used to examine the association between urology practice characteristics, including proportion of dual eligible beneficiaries, and bonus payment adjustment as defined by Medicare methodology. Rates of consolidation (movement from smaller to larger practices) between 2017 and 2019 were compared between those who were and those who were not penalized in 2017. RESULTS: Urologists in small practices performed worse in MIPS and had a significantly lower adjusted odds ratio of receiving bonus payments in both 2017 and 2019 compared to larger group practices (odds ratio [OR] 0.04, 95% confidence interval [95%CI] 0.03-0.05 in 2017 and OR 0.37, 95%CI 0.30-0.47 in 2019). Increasing percent of dual eligible beneficiaries within a patient panel was associated with decreased odds of receiving bonus payment in both performance years. Urologists penalized in 2017 had higher rates of consolidation by 2019 compared to those who were not (14% vs 5%, P <.05). CONCLUSION: Small urology practices and those caring for a higher proportion of dual eligible beneficiaries tended to perform worse in MIPS.

Physician Dispensing Among Urology Practices and the Use of Abiraterone or Enzalutamide for Men With Advanced Prostate Cancer.

Urologists are increasingly prescribing oral targeted therapies to patients with advanced prostate cancer. Concurrent with this trend, urology practices are allowing patients to fill their prescription onsite or through a pharmacy established by the practice. We examined prescription patterns for abiraterone or enzalutamide between eventually dispensing single-specialty urology practices, nondispensing single-specialty urology practices, and multispecialty practices using a 20% random sample of the 2013-2017 national Medicare claims. We determined physician dispensing through manual search of publicly available information. From 2015 through 2017, higher percentages of patients managed by eventually dispensing single-specialty urology practices had a filled prescription of abiraterone or enzalutamide compared with patients managed in nondispensing single-specialty urology practices (eg, in 2017, 8.9%, 95% confidence interval = 7.3% to 10.9%, vs 5.9%, 95% confidence interval = 5.0% to 7.0%, respectively; 2-sided P < .001). Insofar as physician dispensing is associated with higher use of abiraterone or enzalutamide, it may represent a means to improve treatment access.

MR Neuroimaging in Pediatric Inborn Errors of Metabolism.

Inborn errors of metabolism (IEM) are a group of disorders due to functional defects in one or more metabolic pathways that can cause considerable morbidity and death if not diagnosed early. While individually rare, the estimated global prevalence of IEMs comprises a substantial number of neonatal and infantile disorders affecting the central nervous system. Clinical manifestations of IEMs may be nonspecific. Newborn metabolic screens do not capture all IEMs, and likewise, genetic testing may not always detect pathogenic variants. Neuroimaging is a critical component of the work-up, given that imaging sometimes occurs before prenatal screen results are available, which may allow for recognition of imaging patterns that lead to early diagnosis and treatment of IEMs. This review will demonstrate the role of magnetic resonance imaging (MRI) and proton magnetic resonance spectroscopy (1H MRS) in the evaluation of IEMs. The focus will be on scenarios where MRI and 1H MRS are suggestive of or diagnostic for IEMs, or alternatively, refute the diagnosis.

Risk of Metabolic and Cardiovascular Adverse Events With Abiraterone or Enzalutamide Among Men With Advanced Prostate Cancer.

BACKGROUND: Abiraterone and enzalutamide are the most common oral agents for the treatment of men with advanced prostate cancer. To understand their safety profiles in real-world settings, we examined the association between the use of abiraterone or enzalutamide and the risk of metabolic or cardiovascular adverse events while on treatment. METHODS: Men with advanced prostate cancer and their use of abiraterone or enzalutamide were identified in a 20% sample of the 2010-2017 national Medicare claims. The primary composite outcome was the occurrence of a major metabolic or cardiovascular adverse event, defined as an emergency room visit or hospitalization associated with a primary diagnosis of diabetes, hypertension, or cardiovascular disease. The secondary composite outcome was the occurrence of a minor metabolic or cardiovascular adverse event, defined as an outpatient visit associated with a primary diagnosis of the aforementioned conditions. Risks were assessed separately for abiraterone and enzalutamide using Cox regression. All statistical tests were 2-sided. RESULTS: Compared with men not receiving abiraterone, men receiving abiraterone were at increased risk of both a major composite adverse event (hazard ratio [HR] = 1.77, 95% confidence interval [CI] = 1.53 to 2.05; P < .001) and a minor composite adverse event (HR = 1.24, 95% CI = 1.05 to 1.47; P = .01). Compared with men not receiving enzalutamide, men receiving enzalutamide were at an increased risk of a major composite adverse event (HR = 1.22, 95% CI = 1.01 to 1.48; P = .04) but not a minor composite adverse event (HR = 1.04, 95% CI = 0.83 to 1.30; P = .75). CONCLUSION: Careful monitoring and management of men on abiraterone or enzalutamide through team-based approaches are critical.

Narrow band imaging versus white light cystoscopy alone for transurethral resection of non-muscle invasive bladder cancer.

BACKGROUND: Disease recurrence and progression remain major challenges for the treatment of non-muscle invasive bladder cancer. Narrow band imaging (NBI) is an optical enhancement technique that may improve resection of non-muscle invasive bladder cancer and thereby lead to better outcomes for people undergoing the procedure.  OBJECTIVES: To assess the effects of NBI- and white light cystoscopy (WLC)-guided transurethral resection of bladder tumor (TURBT) compared to WLC-guided TURBT in the treatment of non-muscle invasive bladder cancer. SEARCH METHODS: We performed a comprehensive literature search of 10 databases, including the Cochrane Library, the Cochrane Database of Systematic Reviews, MEDLINE, Embase, several clinical trial registries, and grey literature for published and unpublished studies, irrespective of language. The search was performed per an a priori protocol on 3 December 2021. SELECTION CRITERIA: We included randomized controlled trials of participants with suspected or confirmed non-muscle invasive bladder cancer. Participants in the control group must have received WLC-guided TURBT alone (hereinafter simply referred to as 'WLC TURBT'). Participants in the intervention group had to have received NBI- and WLC-guided TURBT (hereinafter simply referred to as 'NBI + WLC TURBT'). DATA COLLECTION AND ANALYSIS: Two review authors independently selected studies for inclusion/exclusion, performed data extraction, and assessed risk of bias. We conducted meta-analysis on time-to-event and dichotomous data using a random-effects model in RevMan, according to Cochrane methods. We rated the certainty of evidence for each outcome according to the GRADE approach. Primary outcomes were time to recurrence, time to progression, and the occurrence of a major adverse event, defined as a Clavien-Dindo III, IV, or V complication. Secondary outcomes included time to death from bladder cancer and the occurrence of a minor adverse event, defined as a Clavien-Dindo I or II complication.  MAIN RESULTS: We included eight studies with a total of 2152 participants randomized to the standard WLC TURBT or to NBI + WLC TURBT. A total of 1847 participants were included for analysis.  Based on limited confidence in the time-to-event data, we found that participants who underwent NBI + WLC TURBT had a lower risk of disease recurrence over time compared to participants who underwent WLC TURBT (hazard ratio 0.63, 95% CI 0.45 to 0.89; I2 = 53%; 6 studies, 1244 participants; low certainty of evidence). No studies examined disease progression as a time-to-event outcome or a dichotomous outcome. There was likely no difference in the risk of a major adverse event between participants who underwent NBI + WLC TURBT and those who underwent WLC TURBT (risk ratio 1.77, 95% CI 0.79 to 3.96; 4 studies, 1385 participants; low certainty of evidence). No studies examined death from bladder cancer as a time-to-event outcome or a dichotomous outcome. There was likely no difference in the risk of a minor adverse event between participants who underwent NBI + WLC TURBT and those who underwent WLC TURBT (risk ratio 0.88, 95% CI 0.49 to 1.56; I2 = 61%; 4 studies, 1385 participants; low certainty of evidence).  AUTHORS' CONCLUSIONS: Compared to WLC TURBT alone, NBI + WLC TURBT may lower the risk of disease recurrence over time while having little or no effect on the risks of major or minor adverse events.

"Like Any Other Camp": Experiences and lessons learned from an integrated day camp for children with heart disease.

PURPOSE: Summer camps for children living with heart disease can have a profound impact on well-being. However, specialized camps often require extensive resources (i.e., 24-h medical staff supervision) and may be located in far remote settings. Integrating children with heart disease into mainstream day camps may address these barriers. The purpose of this study is to describe the experience of attending an integrated day camp from the perspectives of children with heart disease and their parents. DESIGN AND METHODS: This study used a qualitative descriptive design. Among 25 eligible families, 9 participated in interviews which were held 3 months to 2 years after attending an integrated camp (mean age of children at camp was 7.3 ± 2.25 years). Interviews were audio-recorded and transcribed verbatim for an inductive thematic analysis. RESULTS: Many parents chose the integrated camp as their child's first summer camp experience, citing trust in the local division of Cardiology's approval of the camp activities as an important reason for enrolling. All participants agreed the integrated camp was a valued opportunity which should continue, although not all described positive camp experiences. Participants' descriptions of the integrated camp were organized into two main themes: 1) overall expectations of the camp and 2) important opportunities afforded by the camp experience. Partaking in a typical camp experience, connecting to local children with heart disease, adequate safety precautions and activity adaptations were specific expectations held by participants. Important opportunities included greater independence and confidence, navigating disclosure of their diagnosis to peers on their own terms, and more diverse social connections. Improving communication with parents to ensure expectations match camp objectives would have enhanced the experience. PRACTICE IMPLICATIONS: Practitioners looking for an alternative to specialized camps for their patients with heart disease may use these results to guide the design and promotion of an integrated camp.

Clinical 1H MRS in childhood neurometabolic diseases - part 2: MRS signatures.

Proton MRS of the brain provides the ability to gather direct information regarding the metabolic status of the brain at the time of MRI. Although selective vulnerability of brain tissue may yield distinct imaging patterns in neurometabolic disorders, it is not uncommon for the brain MRI to be normal, nonspecific, or show ambiguous abnormalities among several possible diagnoses, metabolic, or otherwise. This review highlights childhood neurometabolic diseases in which 1H MRS may show diagnostic or suggestive metabolic profiles without complicated acquisition or postprocessing techniques.

Clinical 1H MRS in childhood neurometabolic diseases-part 1: technique and age-related normal spectra.

Despite its vigorous ability to detect and measure metabolic disturbances, 1H MRS remains underutilized in clinical practice. MRS increases diagnostic yield and provides therapeutic measures. Because many inborn metabolic errors are now treatable, early diagnosis is crucial to prevent or curb permanent brain injury. Therefore, patients with known or suspected inborn metabolic errors stand to benefit from the addition of MRS. With education and practice, all neuroradiologists can perform and interpret MRS notwithstanding their training and prior experience. In this two-part review, we cover the requisite concepts for clinical MRS interpretation including technical considerations and normal brain spectral patterns based on age, location, and methodology.

Attention-guided deep learning for gestational age prediction using fetal brain MRI.

Magnetic resonance imaging offers unrivaled visualization of the fetal brain, forming the basis for establishing age-specific morphologic milestones. However, gauging age-appropriate neural development remains a difficult task due to the constantly changing appearance of the fetal brain, variable image quality, and frequent motion artifacts. Here we present an end-to-end, attention-guided deep learning model that predicts gestational age with R2 score of 0.945, mean absolute error of 6.7 days, and concordance correlation coefficient of 0.970. The convolutional neural network was trained on a heterogeneous dataset of 741 developmentally normal fetal brain images ranging from 19 to 39 weeks in gestational age. We also demonstrate model performance and generalizability using independent datasets from four academic institutions across the U.S. and Turkey with R2 scores of 0.81-0.90 after minimal fine-tuning. The proposed regression algorithm provides an automated machine-enabled tool with the potential to better characterize in utero neurodevelopment and guide real-time gestational age estimation after the first trimester.