Selected Publications

von Reppert, M., Chadha, S., Willms, K., Avesta, A., Maleki, N., Zeevi, T., Lost, J., Tillmanns, N., Jekel, L., Merkaj, S., Lin, M., Hoffmann, K. T., Aneja, S., Aboian,: Image-Based Search in Radiology: Identification of Brain Tumor Subtypes within Databases Using MRI-Based Radiomic Features. AJNR. American journal of neuroradiology 46(7): 1421-1428, July 2025 Notes: doi: 10.3174/ajnr.A8805.

Akbari, H., Bakas, S., Sako, C., Fathi Kazerooni, A., Villanueva-Meyer, J., Garcia, J. A., Mamourian, E., Liu, F., Cao, Q., Shinohara, R. T., Baid, U., Getka, A., Pati, S., Singh, A., Calabrese, E., Chang, S., Rudie, J., Sotiras, A., LaMontagne, P., Marcus, D. S., …: Machine learning-based prognostic subgrouping of glioblastoma: A multicenter study. Neuro-oncology 27(4): 1102-1115, May 2025 Notes: doi: 10.1093/neuonc/noae260.

Lost, J., Ashraf, N., Jekel, L., von Reppert, M., Tillmanns, N., Willms, K., Merkaj, S., Petersen, G. C., Avesta, A., Ramakrishnan, D., Omuro, A., Nabavizadeh, A., Bakas, S., Bousabarah, K., Lin, M., Aneja, S., Sabel, M., & Aboian, M. : Enhancing clinical decision-making: An externally validated machine learning model for predicting isocitrate dehydrogenase mutation in gliomas using radiomics from presurgical magnetic resonance imaging. Neuro-oncology advances 6(1), October 2024 Notes: doi: 10.1093/noajnl/vdae157. eCollection 2024 Jan-Dec.

Flanders TM, Punchak MA, Oliver ER, Land SD, Flohr SJ, Reynolds TA, Schmidt KM, Ertz DD, Moldenhauer JS, Adzick NS, Heuer GG: The clinical significance of lack of hindbrain herniation in fetal myelomeningocele/myeloschisis patients. Journal of neurosurgery. Pediatrics Page: 1-6, Oct 2024 Notes: DOI: 10.3171/2024.6.PEDS24170, Online ahead of print as of October 2024.

Mahajan, A., Goldberg, S. L., Weiss, S. A., Tran, T., Singh, K., Joshi, K., Aboian, M. S., Kluger, H. M., & Chiang, V. L.: Patterns of brain metastases response to immunotherapy with pembrolizumab. Journal of neuro-oncology 169(3): 555-561, September 2024 Notes: doi: 10.1007/s11060-024-04754-8. Epub 2024 July 4.

Gongala, S., Garcia, J. A., Korakavi, N., Patil, N., Akbari, H., Sloan, A., Barnholtz-Sloan, J. S., Sun, J., Griffith, B., Poisson, L. M., Booth, T. C., Jain, R., Mohan, S., Nasralla, M. P., Bakas, S., Tippareddy, C., Puig, J., Palmer, J. D., Shi, W., Colen, R. R., …: Sex-Specific Differences in Patients with IDH1-Wild-Type Grade 4 Glioma in the ReSPOND Consortium. AJNR. American journal of neuroradiology 45(9): 1299-1307, September 2024 Notes: doi: 10.3174/ajnr.A8319.

Linguraru, M. G., Bakas, S., Aboian, M., Chang, P. D., Flanders, A. E., Kalpathy-Cramer, J., Kitamura, F. C., Lungren, M. P., Mongan, J., Prevedello, L. M., Summers, R. M., Wu, C. C., Adewole, M., & Kahn, C. E., Jr: Clinical, Cultural, Computational, and Regulatory Considerations to Deploy AI in Radiology: Perspectives of RSNA and MICCAI Experts. Radiology. Artificial intelligence July 2024 Notes: doi: 10.1148/ryai.240225.

Familiar AM, Fathi Kazerooni A, Vossough A, Ware JB, Bagheri S, Khalili N, Anderson H, Haldar D, Storm PB, Resnick AC, Kann BH, Aboian M, Kline C, Weller M, Huang RY, Chang SM, Fangusaro JR, Hoffman LM, Mueller S, Prados M, Nabavizadeh A: Towards Consistency in Pediatric Brain Tumor Measurements: Challenges, Solutions, and the Role of AI-Based Segmentation. Neuro-oncology noae093, May 2024 Notes: Online ahead of print as of July 2024.

Aboian M, Schwartz ES: Navigating the Maze: Barriers to Value-Based Care in Radiology. American College of Radiology (ACR) Annual Meeting, Washington, DC Apr 2024 Notes: Educational Exhibit; *Top-scored abstract, ACR.

Ramakrishnan D, Brüningk SC, von Reppert M, Memon F, Maleki N, Aneja S, Kazerooni AF, Nabavizadeh A, Lin M, Bousabarah K, Molinaro A, Nicolaides T, Prados M, Mueller S, Aboian MS.: Comparison of Volumetric and 2D Measurements and Longitudinal Trajectories in the Response Assessment of BRAF V600E-Mutant Pediatric Gliomas in the Pacific Pediatric Neuro-Oncology Consortium Clinical Trial. AJNR. American journal of neuroradiology 45(4): 475-482, Apr 2024 Notes: DOI: 10.3174/ajnr.A8189.