Automated segmentation of white matter lesions in 3D brain MR images, using multivariate pattern classification. - Zhiqiang Lao; Dinggang Shen; Abbas Jawad; Bilge Karaçali; Dengfeng Liu; Elias R. Melhem; R. Nick Bryan; Christos Davatzikos (ISBI, 2006)

Probabilistic Segmentation of Brain Tumors Based on Multi-Modality Magnetic Resonance Images. - Hongmin Cai; Ragini Verma; Yangming Ou; Seung-Koo Lee; Elias R. Melhem; Christos Davatzikos (ISBI, 2007)

High-Dimensional Spatial Normalization of Diffusion Tensor Images Improves the Detection of White Matter Differences: An Example Study Using Amyotrophic Lateral Sclerosis. - Hui Zhang 005; Brian B. Avants; Paul A. Yushkevich; John H. Woo; Sumei Wang; L. F. McCluskey; L. B. Elman; Elias R. Melhem; James C. Gee (IEEE Trans. Medical Imaging, 2007)

Learning Vector Quantization Neural Networks Improve Accuracy of Transcranial Color-coded Duplex Sonography in Detection of Middle Cerebral Artery Spasm - Preliminary Report. - Miroslaw Swiercz; Jan Kochanowicz; John Weigele; Robert Hurst; David S. Liebeskind; Zenon Mariak; Elias R. Melhem; Jaroslaw Krejza (Neuroinformatics, 2008)

MRI-Based Classification of Brain Tumor Type and Grade Using SVM-RFE. - Evangelia I. Zacharaki; Sumei Wang; Sanjeev Chawla; Dong Soo Yoo; Ronald L. Wolf; Elias R. Melhem; Christos Davatzikos (ISBI, 2009)

Differentiation between glioblastomas and solitary brain metastases using diffusion tensor imaging. - Sumei Wang; Sungheon Gene Kim; Sanjeev Chawla; Ronald L. Wolf; Wei-Guo Zhang; Donald M. O'Rourke; Kevin D. Judy; Elias R. Melhem; Harish Poptani (NeuroImage, 2009)

A tract-specific framework for white matter morphometry combining macroscopic and microscopic tract features. - Hui Zhang 005; Suyash P. Awate; Sandhitsu R. Das; John H. Woo; Elias R. Melhem; James C. Gee; Paul A. Yushkevich (Medical Image Anal., 2010)

Computer Input Devices: Neutral Party or Source of Significant Error in Manual Lesion Segmentation? - James Y. Chen; F. Jacob Seagull; Paul G. Nagy; Paras Lakhani; Elias R. Melhem; Eliot L. Siegel; Nabile M. Safdar (J. Digit. Imaging, 2011)

GLISTR: Glioma Image Segmentation and Registration. - Ali Gooya; Kilian M. Pohl; Michel Bilello; Luigi Cirillo; George Biros; Elias R. Melhem; Christos Davatzikos (IEEE Trans. Medical Imaging, 2012)

Motion correction in MRI using deep learning and a novel hybrid loss function. - Lei Zhang 036; Xiaoke Wang; Michael G. Rawson; Radu Balan; Edward H. Herskovits; Elias R. Melhem; Linda Chang; Ze Wang 003; Thomas Ernst 001 (CoRR, 2022)

Reducing Motion Artifacts in Brain MRI Using Vision Transformers and Self-Supervised Learning. - Lei Zhang 036; Xiaoke Wang; Edward H. Herskovits; Elias R. Melhem; Linda Chang; Ze Wang 003; Thomas Ernst 001 (ICIP, 2024)

Motion Correction for Brain MRI Using Deep Learning and a Novel Hybrid Loss Function. - Lei Zhang 036; Xiaoke Wang; Michael G. Rawson; Radu V. Balan; Edward H. Herskovits; Elias R. Melhem; Linda Chang; Ze Wang 003; Thomas Ernst 001 (Algorithms, 2024)