IEEE Open Journal of Engineering in Medicine and Biology

Articles
Machine Learning Approach for Biopsy-Based Identification of Eosinophilic Esophagitis Reveals Importance of Global features
Tomer Czyzewski, Nati Daniel, Mark Rochman, Julie M. Caldwell, Garrett A. Osswald, Margaret H. Collins, Marc E. Rothenberg, Yonatan Savir
Eosinophilic esophagitis (EoE) is an allergic inflammatory condition characterized by eosinophil accumulation in the esophageal mucosa. EoE diagnosis includes a manual assessment of eosinophil levels in mucosal biopsies–a time-consuming, laborious task that is difficult to standardize. One of the main... Read more
Posted on 28 SEP 2021
Featured Articles
Stain standardization capsule for application-driven histopathological image normalization
Yushan Zheng, Zhiguo Jiang, Haopeng Zhang, Fengying Xie, Dingyi Hu, Shujiao Sun, Jun Shi, Chenghai Xue
Color consistency is crucial to developing robust deep learning methods for histopathological image analysis. With the increasing application of digital histopathological images, the deep learning methods are likely developed based on the data from multiple medical centers. This requirement makes... Read more
Posted on 29 JAN 2021
TBME 60th Anniversary
Breast Cancer Histopathology Image Analysis: A Review
Mitko Veta, Josien P.W. Pluim, Paul J. van Diest, and Max A. Viergever University Medical Center Utrecht, Utrecht, The Netherlands, Volume 61, Issue 5, Page: 1400-1411 Pathology labs are currently undergoing a transformation towards a fully digital workflow. In addition to the... Read more
Posted on 26 APR 2014