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Kellogg, Ryan Thomson

0000-0001-6491-5443

Mayo Clinic

University of Virginia

Citations 3

First-pass aspiration versus stent retriever thrombectomy: machine learning study of treatment effect heterogeneity
Chen, Huanwen , Isidor, Julio , Schirmer, Clemens, Ernst, Marielle , Rai, Ansaar, Jabbour, Pascal , Abecassis, Isaac Josh , Grossberg, Jonathan A , Alawieh, Ali, Khanna, Omaditya, Starke, Robert M, Psychogios, Marios-Nikos, Siddiqui, Fazeel, Samaniego, E, Goyal, Nitin, Ezzeldin, Mohamad , Dye, Justin, Alcedo, Rodolfo, Cerejo, Russell , Luther, Evan, Romano, Daniele G, Tanweer, Omar, Mascitelli, Justin, Cuellar, Hugo H, Chalouhi, Nohra , Limaye, Kaustubh, Kellogg, Ryan, Brinjikji, Waleed, Chowdhry, Shakeel , Spiotta, Alejandro M , Kan, Peter , Jabbour, Pascal , Abecassis, Isaac Josh , Grossberg, Jonathan A , Navia, Pedro , Ezzeldin, Mohamad , Alaraj, Ali , Yoshimura, Shinichi , Fiorella, David , Fragata, Isabel , Mokin, Maxim , Matouk, Charles , Chowdhry, Shakeel A , Altschul, David J , Ogilvy, Christopher S , Levitt, Michael R , Grandhi, Ramesh , Spiotta, Alejandro M , Kan, Peter , Kim, Jae‐Joong , Rai, Ansaar , Jabbour, Pascal , Navía, Pedro , Starke, Robert M. , Psychogios, Marios‐Nikos , Goyal, Nitin , Dye, Justin , Alaraj, Ali , Yoshimura, Shinichi , Almallouhi, Eyad , Fiorella, David , Romano, Daniele Giuseppe , Tanweer, Omar , Fragata, Isabel , Mascitelli, Justin R , Limaye, Kaustubh , Matouk, Charles , Kellogg, Ryan Thomson , Brinjikji, Waleed , Altschul, David , Ogilvy, Christopher S. , Levitt, Michael R. , Grandhi, Ramesh

Journal of NeuroInterventional Surgery | July 24, 2026 | Volume: No volume available | Issue: No issue available | Pages: jnis-2026-025615

10.1136/jnis-2026-025615 Get It

Background Randomized trials have shown equivocal outcomes between a direct aspiration as first-pass technique (ADAPT) and stent retriever (SR) stroke thrombectomy, yet whether specific patient subgroups benefit differentially from one technique over the other remains unknown. Methods In this retrospective multicenter cohort study, patients with large vessel occlusion were included, and those who underwent ADAPT versus SR first-pass thrombectomy (either as standalone or combined with aspiration) were compared. The primary outcome was a composite of first-pass effect (FPE, modified Thrombolysis In Cerebral Infarction (mTICI) 2c or better with one attempt) with no symptomatic intracranial hemorrhage (sICH). A causal forest model was used to estimate the conditional average treatment effect (CATE) for each patient, with larger CATEs indicating that ADAPT is expected to be more advantageous. Patients were stratified by CATEs, and outcomes were compared between treatment groups. Results Among 6700 included patients, ADAPT (n=3695, 55%) was associated with a higher rate of FPE with no sICH (39.9% vs 26.9%; adjusted OR (aOR) 2.07, 95% CI 1.77 to 2.41, P<0.001). The causal forest identified significant treatment effect heterogeneity (interaction P<0.001), where ADAPT was more advantageous in more recent years and among patients with M1 occlusions presenting in earlier time windows. Low-CATE patients showed no statistically significant difference between techniques (aOR 0.91, 95% CI 0.57 to 1.45, P=0.70), while medium- and high-CATE patients demonstrated progressively larger ADAPT advantages (aOR 2.06, 95% CI 1.67 to 2.55, and aOR 2.99, 95% CI 2.24 to 3.98, respectively, both P<0.001). Conclusions ADAPT may be superior to SR for a majority of patients, particularly in recent years, and among patients with M1 occlusions presenting in earlier time windows.
Factors Affecting Selection of TraineE for Neurointervention (FASTEN)
Elfil, Mohamed , Ghozy, Sherief , Elmashad, Ahmed , Al‐Bayati, Alhamza R , Alaraj, Ali , Brook, Allan , Kam, Anthony W. , Waldau, Ben , Altschul, David , Parrella, David Turkel, Tóth, Gábor , Jindal, Gaurav , Shaikh, Hamza , Dolia, Jaydevsinh , Thomas, Justin, Kim, Louis J. , Harrigan, Mark R. , Kole, Max , Mokin, Max, Janjua, Nazli , Zaidat, Osama O. , Youssef, Patrick , Khandelwal, Priyank , Wang, Qingliang Tony, Szeder, Viktor , Tanweer, Omar , Jankowitz, Brian T. , Heit, Jeremy J. , Williamson, Richard , Kass‐Hout, Tareq , Crowley, R. Webster , El‐Ghanem, Mohammad , Kam, Anthony , Ghozy, Sherief , Siddiqui, Adnan H , Al-Bayati, Alhamza , Alaraj, Ali , Kam, Anthony W , Matouk, Charles , Schirmer, Clemens M , Altschul, David J , Shaikh, Hamza A , Amuluru, Krishna , Grandhi, Ramesh , Hanel, Ricardo A , Ortega-Gutierrez, Santiago , Nguyen, Thanh N , Szeder, Viktor , Heit, Jeremy J , Al-Mufti, Fawaz , Elfil, Mohamed , Dolia, Jaidevsinh , Morsi, Rami Z. , Siddiqui, Adnan H. , Chatterjee, Arindam R , Patsalides, Athos T , Prestigiacomo, Charles Joseph , Matouk, Charles , Schirmer, Clemens M. , Fifi, Johanna T , Fraser, Justin F , Kim, Louis J. , Amans, Matthew R. , Abraham, Michael G. , Jumaa, Mouhammad , Grandhi, Ramesh , Hanel, Ricardó A. , Kellogg, Ryan Thomson , Sheth, Sunil A , Nguyen, Thanh N. , Hu, Yin , Yoo, Albert J. , Al‐Mufti, Fawaz

Interventional Neuroradiology | February 23, 2024 | Volume: 32 | Issue: 4 | Pages: 1253-1260

10.1177/15910199241232726 Get It

Background and importance Neurointervention is a very competitive specialty in the United States due to the limited number of training spots and the larger pool of applicants. The training standards are continuously updated to ensure solid training experiences. Factors affecting candidate(s) selection have not been fully established yet. Our study aims to investigate the factors influencing the selection process. Methods A 52-question survey was distributed to 93 program directors (PDs). The survey consisted of six categories: (a) Program characteristics, (b) Candidate demographics, (c) Educational credentials, (d) Personal traits, (e) Research and extracurricular activities, and (f) Overall final set of characteristics. The response rate was 59.1%. As per the programs’ characteristics, neurosurgery was the most involved specialty in running the training programs (69%). Regarding demographics, the need for visa sponsorship held the greatest prominence with a mean score of 5.9 [standard deviation (SD) 2.9]. For the educational credentials, being a graduate from a neurosurgical residency and the institution where the candidate's residency training is/was scored the highest [5.4 (SD = 2.9), 5.4 (SD = 2.5), respectively]. Regarding the personal traits, assessment by faculty members achieved the highest score [8.9 (SD = 1)]. In terms of research/extracurricular activities, fluency in English had the highest score [7.2 (SD = 1.9)] followed by peer-reviewed/PubMed-indexed publications [6.4 (SD = 2.2)]. Conclusion Our survey investigated the factors influencing the final decision when choosing the future neurointerventional trainee, including demographic, educational, research, and extracurricular activities, which might serve as valuable guidance for both applicants and programs to refine the selection process.