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Volumetric growth rate of incidentally found meningiomas on immunotherapy

Berger, Assaf; Mullen, Reed; Bernstein, Kenneth; Mashiach, Elad; Meng, Ying; Silverman, Joshua S.; Sulman, Erik P.; Golfinos, John G.; Kondziolka, Douglas
Purpose: The expression of PD-L1 in high-grade meningiomas made it a potential target for immunotherapy research in refractory cases. Several prospective studies in this field are still on going. We sought to retrospectively investigate the effects of check-point inhibitors (CI) on meningiomas that had been naïve to either surgical or radiation approaches by following incidental meningiomas found during treatment with CI for various primary metastatic cancers. Methods: We used the NYU Perlmutter Cancer Center Data Hub to find patients treated by CI for various cancers, who also had serial computerized-tomography (CT) or magnetic-resonance imaging (MRI) reports of intracranial meningiomas. Meningioma volumetric measurements were compared between the beginning and end of the CI treatment period. Patients treated with chemotherapy during this period were excluded. Results: Twenty-five patients were included in our study, of which 14 (56%) were on CI for melanoma, 5 (20%) for non-small-cell lung cancer and others. CI therapies included nivolumab (n = 15, 60%), ipilimumab (n = 11, 44%) and pembrolizumab (n = 9, %36), while 9 (36%) were on ipilimumab/nivolumab combination. We did not find any significant difference between tumor volumes before and after treatment with CI (1.31 ± 0.46 vs. 1.34 ± 0.46, p=0.8, respectively). Among patients beyond 1 year of follow-up (n = 13), annual growth was 0.011 ± 0.011 cm3/year. Five patients showed minor volume reduction of 0.12 ± 0.10 cm3 (21 ± 6% from baseline). We did not find significant predictors of tumor volume reduction. Conclusion: Check-point inhibitors may impact the natural history of meningiomas. Additional research is needed to define potential clinical indications and treatment goals.
SCOPUS:85181904502
ISSN: 0167-594x
CID: 5629992

Clinical and Imaging Outcomes After Trigeminal Schwannoma Radiosurgery: Results From a Multicenter, International Cohort Study

Niranjan, Ajay; Faramand, Andrew; Raju, Sudesh S; Lee, Cheng-Chia; Yang, Huai-Che; Nabeel, Ahmed M; Tawadros, Sameh R; El-Shehaby, Amr M N; Abdelkarim, Khaled; Emad, Reem M; Reda, Wael A; Álvarez, Roberto Martínez; Moreno, Nuria E Martínez; Liscak, Roman; May, Jaromir; Mathieu, David; Langlois, Anne-Marie; Snyder, M Harrison; Shepard, Matthew J; Sheehan, Jason; Muhsen, Baha'eddin A; Borghei-Razavi, Hamid; Barnett, Gene; Kondziolka, Douglas; Golfinos, John G; Attuati, Luca; Picozzi, Piero; McInerney, James; Daggubati, Lekhaj Chand; Warnick, Ronald E; Feliciano, Caleb E; Carro, Eric; McCarthy, David; Starke, Robert M; Landy, Howard J; Cifarelli, Christopher P; Vargo, John A; Flickinger, John; Lunsford, L Dade
BACKGROUND AND OBJECTIVES/OBJECTIVE:An international, multicenter, retrospective study was conducted to evaluate the long-term clinical outcomes and tumor control rates after stereotactic radiosurgery (SRS) for trigeminal schwannoma. METHODS:Patient data (N = 309) were collected from 14 international radiosurgery centers. The median patient age was 50 years (range 11-87 years). Sixty patients (19%) had prior resections. Abnormal facial sensation was the commonest complaint (49%). The anatomic locations were root (N = 40), ganglion (N = 141), or dumbbell type (N = 128). The median tumor volume was 4 cc (range, 0.2-30.1 cc), and median margin dose was 13 Gy (range, 10-20 Gy). Factors associated with tumor control, symptom improvement, and adverse radiation events were assessed. RESULTS:The median and mean time to last follow-up was 49 and 65 months (range 6-242 months). Greater than 5-year follow-up was available for 139 patients (45%), and 50 patients (16%) had longer than 10-year follow-up. The overall tumor control rate was 94.5%. Tumors regressed in 146 patients (47.2%), remained unchanged in 128 patients (41.4%), and stabilized after initial expansion in 20 patients (6.5%). Progression-free survival rates at 3 years, 5 years, and 10 years were 91%, 86%, and 80 %. Smaller tumor volume (less than 8 cc) was associated with significantly better progression-free survival ( P = .02). Seventeen patients with sustained growth underwent further intervention at a median of 27 months (3-144 months). Symptom improvement was noted in 140 patients (45%) at a median of 7 months. In multivariate analysis primary, SRS ( P = .003) and smaller tumor volume ( P = .01) were associated with better symptom improvement. Adverse radiation events were documented in 29 patients (9%). CONCLUSION/CONCLUSIONS:SRS was associated with long-term freedom (10 year) from additional management in 80% of patients. SRS proved to be a valuable salvage option after resection. When used as a primary management for smaller volume tumors, both clinical improvement and prevention of new deficits were optimized.
PMID: 37523519
ISSN: 1524-4040
CID: 5613382

Long-term Survival From Breast Cancer Brain Metastases in the Era of Modern Systemic Therapies

Mashiach, Elad; Alzate, Juan Diego; De Nigris Vasconcellos, Fernando; Bernstein, Kenneth; Donahue, Bernadine R; Schnurman, Zane; Gurewitz, Jason; Rotman, Lauren E; Adams, Sylvia; Meyers, Marleen; Oratz, Ruth; Novik, Yelena; Kwa, Maryann J; Silverman, Joshua S; Sulman, Erik P; Golfinos, John G; Kondziolka, Douglas
BACKGROUND AND OBJECTIVES/OBJECTIVE:Median survival for all patients with breast cancer with brain metastases (BCBMs) has increased in the era of targeted therapy (TT) and with improved local control of intracranial tumors using stereotactic radiosurgery (SRS) and surgical resection. However, detailed characterization of the patients with long-term survival in the past 5 years remains sparse. The aim of this article is to characterize patients with BCBM who achieved long-term survival and identify factors associated with the uniquely better outcomes and to find predictors of mortality for patients with BCBM. METHODS:We reviewed 190 patients with breast cancer with 931 brain tumors receiving SRS who were followed at our institution with prospective data collection between 2012 and 2022. We analyzed clinical, molecular, and imaging data to assess relationship to outcomes and tumor control. RESULTS:The median overall survival from initial SRS and from breast cancer diagnosis was 25 months (95% CI 19-31 months) and 130 months (95% CI 100-160 months), respectively. Sixteen patients (17%) achieved long-term survival (survival ≥5 years from SRS), 9 of whom are still alive. Predictors of long-term survival included HER2+ status ( P = .041) and treatment with TT ( P = .046). A limited number of patients (11%) died of central nervous system (CNS) causes. A predictor of CNS-related death was the development of leptomeningeal disease after SRS ( P = .025), whereas predictors of non-CNS death included extracranial metastases at first SRS ( P = .017), triple-negative breast cancer ( P = .002), a Karnofsky Performance Status of <80 at first SRS ( P = .002), and active systemic disease at last follow-up ( P = .001). Only 13% of patients eventually needed whole brain radiotherapy. Among the long-term survivors, none died of CNS progression. CONCLUSION/CONCLUSIONS:Patients with BCBM can achieve long-term survival. The use of TT and HER2+ disease are associated with long-term survival. The primary cause of death was extracranial disease progression, and none of the patients living ≥5 years died of CNS-related disease.
PMID: 37581437
ISSN: 1524-4040
CID: 5599542

Volumetric growth rate of incidentally found meningiomas on immunotherapy

Berger, Assaf; Mullen, Reed; Bernstein, Kenneth; Mashiach, Elad; Meng, Ying; Silverman, Joshua S; Sulman, Erik P; Golfinos, John G; Kondziolka, Douglas
PURPOSE/OBJECTIVE:The expression of PD-L1 in high-grade meningiomas made it a potential target for immunotherapy research in refractory cases. Several prospective studies in this field are still on going. We sought to retrospectively investigate the effects of check-point inhibitors (CI) on meningiomas that had been naïve to either surgical or radiation approaches by following incidental meningiomas found during treatment with CI for various primary metastatic cancers. METHODS:We used the NYU Perlmutter Cancer Center Data Hub to find patients treated by CI for various cancers, who also had serial computerized-tomography (CT) or magnetic-resonance imaging (MRI) reports of intracranial meningiomas. Meningioma volumetric measurements were compared between the beginning and end of the CI treatment period. Patients treated with chemotherapy during this period were excluded. RESULTS:(21 ± 6% from baseline). We did not find significant predictors of tumor volume reduction. CONCLUSION/CONCLUSIONS:Check-point inhibitors may impact the natural history of meningiomas. Additional research is needed to define potential clinical indications and treatment goals.
PMID: 38194196
ISSN: 1573-7373
CID: 5633162

Effect of cerebral arteriovenous malformation location on outcomes of repeat, single-fraction stereotactic radiosurgery: a matched-cohort analysis

Mantziaris, Georgios; Pikis, Stylianos; Dumot, Chloe; Dayawansa, Sam; Liscak, Roman; May, Jaromir; Lee, Cheng-Chia; Yang, Huai-Che; Martínez Moreno, Nuria; Martinez Álvarez, Roberto; Lunsford, L Dade; Niranjan, Ajay; Wei, Zhishuo; Srinivasan, Priyanka; Tang, Lilly W; Nabeel, Ahmed M; Reda, Wael A; Tawadros, Sameh R; Abdel Karim, Khaled; El-Shehaby, Amr M N; Emad Eldin, Reem M; Elazzazi, Ahmed Hesham; Peker, Selcuk; Samanci, Yavuz; Padmanaban, Varun; Jareczek, Francis J; McInerney, James; Cockroft, Kevin M; Mathieu, David; Aldakhil, Salman; Alzate, Juan Diego; Kondziolka, Douglas; Tripathi, Manjul; Palmer, Joshua D; Upadhyay, Rituraj; Lin, Michelle; Zada, Gabriel; Yu, Cheng; Cifarelli, Christopher P; Cifarelli, Daniel T; Shaaban, Ahmed; Xu, Zhiyuan; Sheehan, Jason P
OBJECTIVE:Patients with deep-seated arteriovenous malformations (AVMs) have a higher rate of unfavorable outcome and lower rate of nidus obliteration after primary stereotactic radiosurgery (SRS). The aim of this study was to evaluate and quantify the effect of AVM location on repeat SRS outcomes. METHODS:This retrospective, multicenter study involved 505 AVM patients managed with repeat, single-session SRS. The endpoints were nidus obliteration, hemorrhage in the latency period, radiation-induced changes (RICs), and favorable outcome. Patients were split on the basis of AVM location into the deep (brainstem, basal ganglia, thalamus, deep cerebellum, and corpus callosum) and superficial cohorts. The cohorts were matched 1:1 on the basis of the covariate balancing score for volume, eloquence of location, and prescription dose. RESULTS:After matching, 149 patients remained in each cohort. The 5-year cumulative probability rates for favorable outcome (probability difference -18%, 95% CI -30.9 to -5.8%, p = 0.004) and AVM obliteration (probability difference -18%, 95% CI -30.1% to -6.4%, p = 0.007) were significantly lower in the deep AVM cohort. No significant differences were observed in the 5-year cumulative probability rates for hemorrhage (probability difference 3%, 95% CI -2.4% to 8.5%, p = 0.28) or RICs (probability difference 1%, 95% CI -10.6% to 11.7%, p = 0.92). The median time to delayed cyst formation was longer with deep-seated AVMs (deep 62 months vs superficial 12 months, p = 0.047). CONCLUSIONS:AVMs located in deep regions had significantly lower favorable outcomes and obliteration rates compared with superficial lesions after repeat SRS. Although the rates of hemorrhage in the latency period and RICs in the two cohorts were comparable, delayed cyst formation occurred later in patients with deep-seated AVMs.
PMID: 38134430
ISSN: 1933-0693
CID: 5611892

Stereotactic radiosurgery for non-functioning pituitary tumor: a multicenter study of new pituitary hormone deficiency

Dumot, Chloe; Mantziaris, Georgios; Dayawansa, Sam; Peker, Selcuk; Samanci, Yavuz; Nabeel, Ahmed M; Reda, Wael A; Tawadros, Sameh R; AbdelKarim, Khaled; El-Shehaby, Amr M N; Emad, Reem M; Abdelsalam, Ahmed Ragab; Liscak, Roman; May, Jaromir; Mashiach, Elad; De Nigris Vasconcellos, Fernando; Bernstein, Kenneth; Kondziolka, Douglas; Speckter, Herwin; Mota, Ruben; Brito, Anderson; Bindal, Shray Kumar; Niranjan, Ajay; Lunsford, L Dade; Benjamin, Carolina Gesteira; Abrantes de Lacerda Almeida, Timoteo; Mao, Jennifer; Mathieu, David; Tourigny, Jean-Nicolas; Tripathi, Manjul; Palmer, Joshua David; Matsui, Jennifer; Crooks, Joe; Wegner, Rodney E; Shepard, Matthew J; Vance, Mary Lee; Sheehan, Jason P
BACKGROUND:Stereotactic radiosurgery (SRS) is used to treat recurrent or residual nonfunctioning pituitary neuroendocrine tumors (NFPA). The objective of the study was to assess imaging and development of new pituitary hormone deficiency. METHODS:Patients treated with single-session SRS for a NFPA were included in this retrospective, multicenter study. Tumor control and new pituitary dysfunction were evaluated using Cox analysis and Kaplan-Meier curves. RESULTS:869 patients (male 476 [54.8%], median age at SRS 52.5 years [Interquartile range (IQR):18.9]) were treated using a median margin dose of 14Gy (IQR:4) for a median tumor volume of 3.4 cc (IQR: 4.3). With a median radiological follow-up of 3.7 years (IQR: 4.8), volumetric tumor reduction occurred in 451 patients (51.9%), stability in 364 (41.9%) and 54 patients (6.2%) showed tumor progression.The probability of tumor control was 95.5% (95% Confidence Interval [CI]: 93.8-97.3) and 88.8% (95%CI: 85.2-92.5) at 5 and 10 years, respectively. A margin dose >14 Gy was associated with tumor control (Hazard Ratio HR:0.33 [95%CI:0.18-0.60], p<0.001).The probability of new hypopituitarism was 9.9% (95% CI: 7.3-12.5) and 15.3% (95% CI:11-19.4) at 5 and 10 years, respectively.A maximum point dose >10 Gy in the pituitary stalk was associated with new pituitary hormone deficiency (HR:3.47, 95% CI:1.95-6.19). The cumulative probability of new cortisol, thyroid, gonadotroph and growth hormone deficiency was 8% (95% CI:3.9-11.9), 8.3% (95% CI:3.9-12.5), 3.5% (95% CI:1.7-5.2), and 4.7% (95% CI:1.9-7.4), respectively at 10 years. CONCLUSION/CONCLUSIONS:SRS provides long-term tumor control with a 15.3% risk of hypopituitarism at 10 years.
PMID: 38095431
ISSN: 1523-5866
CID: 5589352

Clinical outcomes following stereotactic radiosurgery for cerebral cavernous malformations of the basal ganglia and thalamus

Singh, Raj; Dumot, Chloe; Mantziaris, Georgios; Dayawansa, Sam; Xu, Zhiyuan; Pikis, Stylianos; Peker, Selcuk; Samanci, Yavuz; Ardor, Gokce D; Nabeel, Ahmed M; Reda, Wael A; Tawadros, Sameh R; Abdel Karim, Khaled; El-Shehaby, Amr M N; Emad Eldin, Reem M; Sheehan, Darrah; Sheehan, Kimball; Elazzazi, Ahmed H; Martínez Moreno, Nuria; Martínez Álvarez, Roberto; Liscak, Roman; May, Jaromir; Mathieu, David; Tourigny, Jean-Nicolas; Tripathi, Manjul; Rajput, Akshay; Kumar, Narendra; Kaur, Rupinder; Picozzi, Piero; Franzini, Andrea; Speckter, Herwin; Hernandez, Wenceslao; Brito, Anderson; Warnick, Ronald E; Alzate, Juan Diego; Kondziolka, Douglas; Bowden, Greg N; Patel, Samir; Sheehan, Jason P
OBJECTIVE:There are few reports of outcomes following stereotactic radiosurgery (SRS) for the management of cerebral cavernous malformations (CCMs) of the basal ganglia or thalamus. Therefore, the authors aimed to clarify these outcomes. METHODS:Centers participating in the International Radiosurgery Research Foundation were queried for CCM cases managed with SRS from October 2001 to February 2021. The primary outcome of interest was hemorrhage-free survival (HFS) with a secondary outcome of symptomatic adverse radiation events (AREs). Assessment of the association of prognostic factors with HFS was conducted via Kaplan-Meier analysis and log-rank test. Chi-square tests were conducted to assess potential factors associated with the incidence of AREs. RESULTS:Seventy-three patients were identified. The median patient age was 43.5 years (range 4.4-79.5 years). Fifty-nine (80.8%) patients had hemorrhage prior to SRS. The median treatment volume was 0.9 cm3 (range 0.07-10.1 cm3) with a median margin prescription dose (MPD) of 12 Gy (range 10-20 Gy). One-, 3-, 5-, and 10-year HFS were 93.0%, 89.9%, 89.9%, and 83.0%, respectively, with one hemorrhage-related death approximately 1 year after SRS and nearly 60% and 30% of patients having improvement or stability of symptoms, respectively. There was no correlation between lesion size or MPD and HFS. Seven (9.6%) patients experienced AREs (MPDs > 12 Gy in all cases). Lesion size > 1.0 cm3 was correlated with the incidence of an ARE (p = 0.019). Forty-two (93.3%) of 45 patients treated with an MPD ≤ 12 Gy experienced neither hemorrhage nor AREs following SRS versus 17 (60.7%) of 28 patients treated with an MPD > 12 Gy (p = 0.0006). CONCLUSIONS:SRS is a reasonable treatment strategy and confers clinical stability or improvement and hemorrhage avoidance in patients harboring CCMs of the basal ganglia or thalamus. An MPD of approximately 12 Gy is recommended for the management of CCM.
PMID: 38064704
ISSN: 1933-0693
CID: 5591552

Developing an Automated Registry (Autoregistry) of Spine Surgery Using Natural Language Processing and Health System Scale Databases

Cheung, Alexander T M; Kurland, David B; Neifert, Sean; Mandelberg, Nataniel; Nasir-Moin, Mustafa; Laufer, Ilya; Pacione, Donato; Lau, Darryl; Frempong-Boadu, Anthony K; Kondziolka, Douglas; Golfinos, John G; Oermann, Eric Karl
BACKGROUND AND OBJECTIVES/OBJECTIVE:Clinical registries are critical for modern surgery and underpin outcomes research, device monitoring, and trial development. However, existing approaches to registry construction are labor-intensive, costly, and prone to manual error. Natural language processing techniques combined with electronic health record (EHR) data sets can theoretically automate the construction and maintenance of registries. Our aim was to automate the generation of a spine surgery registry at an academic medical center using regular expression (regex) classifiers developed by neurosurgeons to combine domain expertise with interpretable algorithms. METHODS:We used a Hadoop data lake consisting of all the information generated by an academic medical center. Using this database and structured query language queries, we retrieved every operative note written in the department of neurosurgery since our transition to EHR. Notes were parsed using regex classifiers and compared with a random subset of 100 manually reviewed notes. RESULTS:A total of 31 502 operative cases were downloaded and processed using regex classifiers. The codebase required 5 days of development, 3 weeks of validation, and less than 1 hour for the software to generate the autoregistry. Regex classifiers had an average accuracy of 98.86% at identifying both spinal procedures and the relevant vertebral levels, and it correctly identified the entire list of defined surgical procedures in 89% of patients. We were able to identify patients who required additional operations within 30 days to monitor outcomes and quality metrics. CONCLUSION/CONCLUSIONS:This study demonstrates the feasibility of automatically generating a spine registry using the EHR and an interpretable, customizable natural language processing algorithm which may reduce pitfalls associated with manual registry development and facilitate rapid clinical research.
PMID: 37345933
ISSN: 1524-4040
CID: 5542832

Silent Corticotroph Staining Pituitary Neuroendocrine Tumors: Prognostic Significance in Radiosurgery

Maragkos, Georgios A; Mantziaris, Georgios; Pikis, Stylianos; Chytka, Tomas; Liscak, Roman; Peker, Selcuk; Samanci, Yavuz; Bindal, Shray K; Niranjan, Ajay; Lunsford, L Dade; Kaur, Rupinder; Madan, Renu; Tripathi, Manjul; Pangal, Dhiraj J; Strickland, Ben A; Zada, Gabriel; Langlois, Anne-Marie; Mathieu, David; Warnick, Ronald E; Patel, Samir; Minier, Zayda; Speckter, Herwin; Kondziolka, Douglas; Lee, Cheng-Chia; Vance, Mary Lee; Sheehan, Jason P
BACKGROUND AND OBJECTIVES:There is conflicting evidence on the significance of adrenocorticotrophic hormone (ACTH) staining in the prognosis of nonfunctioning pituitary neuroendocrine tumors (NFpitNETs). The objective of this study was to define the effect of ACTH immunostaining on clinical and radiographic outcomes of stereotactic radiosurgery (SRS) for NFpitNETs. METHODS:This retrospective, multicenter study included patients managed with SRS for NFpitNET residuals. The patients were divided into 2 cohorts: (1) silent corticotroph (SC) for NFpitNETs with positive ACTH immunostaining and (2) non-SC NFpitNETs. Rates of local tumor control and the incidence of post-treatment pituitary and neurological dysfunction were documented. Factors associated with radiological and clinical outcomes were also analyzed. RESULTS:The cohort included 535 patients from 14 centers with 84 (15.7%) patients harboring silent corticotroph NFpitNETs (SCs). At last follow-up, local tumor progression occurred in 11.9% of patients in the SC compared with 8.1% of patients in the non-SC cohort (P = .27). No statistically significant difference was noted in new-onset hypopituitarism rates (10.7% vs 15.4%, P = .25) or visual deficits (3.6% vs 1.1%, P = .088) between the 2 cohorts at last follow-up. When controlling for residual tumor volume, maximum dose, and patient age and sex, positive ACTH immunostaining did not have a significant correlation with local tumor progression (hazard ratio = 1.69, 95% CI = 0.8-3.61, P = .17). CONCLUSION:In contemporary radiosurgical practice with a single fraction dose of 8-25 Gy (median 15 Gy), ACTH immunostaining in NFpitNETs did not appear to confer a significantly reduced rate of local tumor control after SRS.
PMID: 37966247
ISSN: 1524-4040
CID: 5610172

Quantitative Analysis of Parenchymal Effects and Flow of Large Arteriovenous Malformations Managed With Stereotactic Radiosurgery

Alzate, Juan Diego; Mashiach, Elad; Bernstein, Kenneth; De Nigris Vasconcellos, Fernando; Qu, Tanxia; Silverman, Joshua S; Shapiro, Maksim; Nelson, Peter K; Raz, Eytan; Riina, Howard A; Kondziolka, Douglas
BACKGROUND AND OBJECTIVES/OBJECTIVE:Stereotactic radiosurgery (SRS) of larger arteriovenous malformations (AVM) is associated with an elevated incidence of adverse radiation effects (ARE). To date, volume-response and dose-response models have been used to predict such effects. To understand radiological outcomes and their hemodynamic effects on the regional brain. METHODS:A retrospective analysis was conducted at our institution using a prospective registry of patients managed between 2014 and 2020. We included patients with AVM with a nidus larger than 5 cc who received either single-session or volume-staged Gamma Knife radiosurgery. AVM volume changes, volumes of parenchymal response, and obliteration were analyzed and correlated with transit times and diameters of feeding arteries and draining veins. RESULTS:Sixteen patients underwent single-session SRS, and 9 patients underwent volume-staged SRS. The average AVM volume was 12.6 cc (5.5-23). The AVM locations were predominantly lobar (80%) and 17 (68%) were in critical locations. The mean margin dose was 17.2 Gy (15-21), and the median V12Gy was 25.5 cc. Fourteen (56%) AVMs had a transit time shorter than 1 second. The median vein-artery ratio (sum diameter of the veins/sum diameter of feeding arteries) was 1.63 (range, 0.60-4.19). Asymptomatic parenchymal effects were detected in 13 (52%) patients and were symptomatic in 4 (16%) patients. The median time to ARE was 12 months (95% CI 7.6-16.4). On univariate analysis, significant predictors of ARE were lower vein-artery ratio (P = .024), longer transit time (P = .05), higher mean dose (P = .028), and higher D95 (P = .036). CONCLUSION/CONCLUSIONS:Transit times and vessel diameters are valuable predictors of the subsequent parenchymal response after SRS. A more quantitative understanding of blood flow is critical for predicting the effects on the regional brain after AVM radiosurgery.
PMID: 37235978
ISSN: 1524-4040
CID: 5508662