Research output per year
Research output per year
- 25 results
Search results
-
2024
Optimal approaches to analyzing functional MRI data in glioma patients
Park, K. Y., Shimony, J. S., Chakrabarty, S., Tanenbaum, A. B., Hacker, C. D., Donovan, K. M., Luckett, P. H., Milchenko, M., Sotiras, A., Marcus, D. S., Leuthardt, E. C. & Snyder, A. Z., Feb 2024, In: Journal of Neuroscience Methods. 402, 110011.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Planned Surgical Trajectory Affects Clinical Motor Outcome in Deep Brain Stimulation Targeted at Subthalamic Nucleus for Parkinson's Disease
Wang, L. S., Younce, J., Milchenko, M., Ushe, M., Alfradique-Dunham, I., Tabbal, S. D., Dowling, J., Perlmutter, J. S. & Norris, S., 2024, (Accepted/In press) In: Operative Neurosurgery. 10.1227/ons.0000000000001355.Research output: Contribution to journal › Article › peer-review
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2023
Association of partial T2-FLAIR mismatch sign and isocitrate dehydrogenase mutation in WHO grade 4 gliomas: results from the ReSPOND consortium
the ReSPOND Consortium, Sep 2023, In: Neuroradiology. 65, 9, p. 1343-1352 10 p.Research output: Contribution to journal › Article › peer-review
Open Access12 Scopus citations -
2021
BrainTumorNet: Multi-task learning for joint segmentation of high-grade glioma and brain metastases from MR images
Chakrabarty, S., Sotiras, A., Milchenko, M., Lamontagne, P., Abraham, C., Robinson, C. & Marcus, D., 2021, Medical Imaging 2021: Image Processing. Isgum, I. & Landman, B. A. (eds.). SPIE, 115960K. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11596).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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De-identification procedures for magnetic resonance images and the impact on structural brain measures at different ages
Alzheimer's Disease Neuroimaging Initiative, Aug 1 2021, In: Human Brain Mapping. 42, 11, p. 3643-3655 13 p.Research output: Contribution to journal › Article › peer-review
Open Access10 Scopus citations -
MRI-based identification and classification of major intracranial tumor types by using a 3D convolutional neural network: A retrospective multi-institutional analysis
Chakrabarty, S., Sotiras, A., Milchenko, M., Lamontagne, P., Hileman, M. & Marcus, D., Sep 2021, In: Radiology: Artificial Intelligence. 3, 5, e200301.Research output: Contribution to journal › Article › peer-review
Open Access35 Scopus citations -
Resting-State Functional Connectivity Predicts STN DBS Clinical Response
Younce, J. R., Campbell, M. C., Hershey, T., Tanenbaum, A. B., Milchenko, M., Ushe, M., Karimi, M., Tabbal, S. D., Kim, A. E., Snyder, A. Z., Perlmutter, J. S. & Norris, S. A., Mar 2021, In: Movement Disorders. 36, 3, p. 662-671 10 p.Research output: Contribution to journal › Article › peer-review
Open Access28 Scopus citations -
2020
A feasibility study to evaluate early treatment response of brain metastases one week after stereotactic radiosurgery using perfusion weighted imaging
Huang, J., Milchenko, M., Rao, Y. J., LaMontagne, P., Abraham, C., Robinson, C. G., Huang, Y., Shimony, J. S., Rich, K. M. & Benzinger, T., Nov 2020, In: PloS one. 15, 11 November, e0241835.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Automatic detection of contrast enhancement in T1-weighted brain MRI of human adults
Milchenko, M., Lamontagne, P. & Marcus, D., 2020, Medical Imaging 2020: Computer-Aided Diagnosis. Hahn, H. K. & Mazurowski, M. A. (eds.). SPIE, 113140F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11314).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Brain extraction on MRI scans in presence of diffuse glioma: Multi-institutional performance evaluation of deep learning methods and robust modality-agnostic training
Thakur, S., Doshi, J., Pati, S., Rathore, S., Sako, C., Bilello, M., Ha, S. M., Shukla, G., Flanders, A., Kotrotsou, A., Milchenko, M., Liem, S., Alexander, G. S., Lombardo, J., Palmer, J. D., LaMontagne, P., Nazeri, A., Talbar, S., Kulkarni, U. & Marcus, D. & 4 others, , Oct 15 2020, In: NeuroImage. 220, 117081.Research output: Contribution to journal › Article › peer-review
Open Access51 Scopus citations -
Federated learning in medicine: facilitating multi-institutional collaborations without sharing patient data
Sheller, M. J., Edwards, B., Reina, G. A., Martin, J., Pati, S., Kotrotsou, A., Milchenko, M., Xu, W., Marcus, D., Colen, R. R. & Bakas, S., Dec 1 2020, In: Scientific reports. 10, 1, 12598.Research output: Contribution to journal › Article › peer-review
Open Access678 Scopus citations -
Mapping language function with task-based vs. resting-state functional MRI
Park, K. Y., Lee, J. J., Dierker, D., Marple, L. M., Hacker, C. D., Roland, J. L., Marcus, D. S., Milchenko, M., Miller-Thomas, M. M., Benzinger, T. L., Shimony, J. S., Snyder, A. Z. & Leuthardt, E. C., Jul 2020, In: PloS one. 15, 7 July, e0236423.Research output: Contribution to journal › Article › peer-review
Open Access36 Scopus citations -
Preprocessing of clinical neuro-oncology MRI studies for big data applications
Chakrabarty, S., Lamontagne, P., Marcus, D. S. & Milchenko, M., 2020, Medical Imaging 2020: Imaging Informatics for Healthcare, Research, and Applications. Chen, P.-H. & Deserno, T. M. (eds.). SPIE, 1131809. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11318).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
5 Scopus citations -
2019
Heterogeneity Diffusion Imaging of gliomas: Initial experience and validation
Wang, Q., Guzmán Pérez-Carrillo, G. J., Ponisio, M. R., LaMontagne, P., Dahiya, S., Marcus, D. S., Milchenko, M., Shimony, J., Liu, J., Chen, G., Salter, A., Massoumzadeh, P., Miller-Thomas, M. M., Rich, K. M., McConathy, J., Benzinger, T. L. S. & Wang, Y., Nov 1 2019, In: PloS one. 14, 11, e0225093.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
2018
7T MRI subthalamic nucleus atlas for use with 3T MRI
Milchenko, M., Norris, S. A., Poston, K., Campbell, M. C., Ushe, M., Perlmutter, J. S. & Snyder, A. Z., Jan 1 2018, In: Journal of Medical Imaging. 5, 1, 015002.Research output: Contribution to journal › Article › peer-review
Open Access12 Scopus citations -
ESM-CT: a precise method for localization of DBS electrodes in CT images
Milchenko, M., Snyder, A. Z., Campbell, M. C., Dowling, J. L., Rich, K. M., Brier, L. M., Perlmutter, J. S. & Norris, S. A., Oct 1 2018, In: Journal of Neuroscience Methods. 308, p. 366-376 11 p.Research output: Contribution to journal › Article › peer-review
Open Access9 Scopus citations -
Integration of resting state functional MRI into clinical practice - A large single institution experience
Leuthardt, E. C., Guzman, G., Bandt, S. K., Hacker, C., Vellimana, A. K., Limbrick, D., Milchenko, M., Lamontagne, P., Speidel, B., Roland, J., Michelle, M. T., Snyder, A. Z., Marcus, D., Shimony, J. & Benzinger, T. L. S., Jun 2018, In: PloS one. 13, 6, e0198349.Research output: Contribution to journal › Article › peer-review
Open Access57 Scopus citations -
Progressive loss of brain volume in children with sickle cell anemia and silent cerebral infarct: A report from the silent cerebral infarct transfusion trial
Darbari, D. S., Eigbire-Molen, O., Ponisio, M. R., Milchenko, M. V., Rodeghier, M. J., Casella, J. F., McKinstry, R. C. & DeBaun, M. R., Dec 2018, In: American journal of hematology. 93, 12, p. E406-E408Research output: Contribution to journal › Letter › peer-review
Open Access13 Scopus citations -
2017
Resting-state Functional Magnetic Resonance Imaging in Presurgical Functional Mapping: Sensorimotor Localization
Dierker, D., Roland, J. L., Kamran, M., Rutlin, J., Hacker, C. D., Marcus, D. S., Milchenko, M., Miller-Thomas, M. M., Benzinger, T. L., Snyder, A. Z., Leuthardt, E. C. & Shimony, J. S., Nov 2017, In: Neuroimaging Clinics of North America. 27, 4, p. 621-633 13 p.Research output: Contribution to journal › Review article › peer-review
Open Access54 Scopus citations -
2016
Heterogeneous Optimization Framework: Reproducible Preprocessing of Multi-Spectral Clinical MRI for Neuro-Oncology Imaging Research
Milchenko, M., Snyder, A. Z., LaMontagne, P., Shimony, J. S., Benzinger, T. L., Fouke, S. J. & Marcus, D. S., Jul 1 2016, In: Neuroinformatics. 14, 3, p. 305-317 13 p.Research output: Contribution to journal › Article › peer-review
Open Access7 Scopus citations -
2014
Comparison of perfusion- and diffusion-weighted imaging parameters in brain tumor studies processed using different software platforms
Milchenko, M. V., Rajderkar, D., LaMontagne, P., Massoumzadeh, P., Bogdasarian, R., Schweitzer, G., Benzinger, T., Marcus, D., Shimony, J. S. & Fouke, S. J., Oct 1 2014, In: Academic radiology. 21, 10, p. 1294-1303 10 p.Research output: Contribution to journal › Article › peer-review
Open Access10 Scopus citations -
The comprehensive neuro-oncology data repository (CONDR): A research infrastructure to develop and validate imaging biomarkers
Fouke, S. J., Benzinger, T. L., Milchenko, M., LaMontagne, P., Shimony, J. S., Chicoine, M. R., Rich, K. M., Kim, A. H., Leuthardt, E. C., Keogh, B. & Marcus, D. S., Jan 2014, In: Neurosurgery. 74, 1, p. 88-98 11 p.Research output: Contribution to journal › Article › peer-review
Open Access9 Scopus citations -
2013
Obscuring surface anatomy in volumetric imaging data
Milchenko, M. & Marcus, D., Jan 2013, In: Neuroinformatics. 11, 1, p. 65-75 11 p.Research output: Contribution to journal › Article › peer-review
Open Access106 Scopus citations -
Predicting a multi-parametric probability map of active tumor extent using random forests
Prior, F. W., Fouke, S. J., Benzinger, T., Boyd, A., Chicoine, M., Cholleti, S., Kelsey, M., Keogh, B., Kim, L., Milchenko, M., Politte, D. G., Tyree, S., Weinberger, K. & Marcus, D., 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013. p. 6478-6481 4 p. 6611038. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access8 Scopus citations -
2006
The fast automatic algorithm for correction of MR bias field
Milchenko, M. V., Pianykh, O. S. & Tyler, J. M., Oct 2006, In: Journal of Magnetic Resonance Imaging. 24, 4, p. 891-900 10 p.Research output: Contribution to journal › Article › peer-review
Open Access10 Scopus citations