Biomedical imaging informatics in the era of precision medicine: progress, challenges, and opportunities.
Author(s): Hsu, William, Markey, Mia K, Wang, May D
DOI: 10.1136/amiajnl-2013-002315
Author(s): Hsu, William, Markey, Mia K, Wang, May D
DOI: 10.1136/amiajnl-2013-002315
The integration and visualization of multimodal datasets is a common challenge in biomedical informatics. Several recent studies of The Cancer Genome Atlas (TCGA) data have illustrated important relationships between morphology observed in whole-slide images, outcome, and genetic events. The pairing of genomics and rich clinical descriptions with whole-slide imaging provided by TCGA presents a unique opportunity to perform these correlative studies. However, better tools are needed to integrate the vast [...]
Author(s): Gutman, David A, Cobb, Jake, Somanna, Dhananjaya, Park, Yuna, Wang, Fusheng, Kurc, Tahsin, Saltz, Joel H, Brat, Daniel J, Cooper, Lee A D
DOI: 10.1136/amiajnl-2012-001469
Visual information is a crucial aspect of medical knowledge. Building a comprehensive medical image base, in the spirit of the Unified Medical Language System (UMLS), would greatly benefit patient education and self-care. However, collection and annotation of such a large-scale image base is challenging.
Author(s): Chen, Yang, Ren, Xiaofeng, Zhang, Guo-Qiang, Xu, Rong
DOI: 10.1136/amiajnl-2012-001380
To predict the response of breast cancer patients to neoadjuvant chemotherapy (NAC) using features derived from dynamic contrast-enhanced (DCE) MRI.
Author(s): Golden, Daniel I, Lipson, Jafi A, Telli, Melinda L, Ford, James M, Rubin, Daniel L
DOI: 10.1136/amiajnl-2012-001460
Imaging has become a prevalent tool in the diagnosis and treatment of many diseases, providing a unique in vivo, multi-scale view of anatomic and physiologic processes. With the increased use of imaging and its progressive technical advances, the role of imaging informatics is now evolving--from one of managing images, to one of integrating the full scope of clinical information needed to contextualize and link observations across phenotypic and genotypic scales [...]
Author(s): Bui, Alex A T, Hsu, William, Arnold, Corey, El-Saden, Suzie, Aberle, Denise R, Taira, Ricky K
DOI: 10.1136/amiajnl-2012-001340
Author(s): Fickenscher, Kevin M
DOI: 10.1136/amiajnl-2013-001976
To quantify and compare the time doctors and nurses spent on direct patient care, medication-related tasks, and interactions before and after electronic medication management system (eMMS) introduction.
Author(s): Westbrook, Johanna I, Li, Ling, Georgiou, Andrew, Paoloni, Richard, Cullen, John
DOI: 10.1136/amiajnl-2012-001414
To determine the effects of the adoption of ambulatory electronic health information exchange (HIE) on rates of laboratory and radiology testing and allowable charges.
Author(s): Ross, Stephen E, Radcliff, Tiffany A, Leblanc, William G, Dickinson, L Miriam, Libby, Anne M, Nease, Donald E
DOI: 10.1136/amiajnl-2012-001608
To provide an overview of the problem of temporal reasoning over clinical text and to summarize the state of the art in clinical natural language processing for this task.
Author(s): Sun, Weiyi, Rumshisky, Anna, Uzuner, Ozlem
DOI: 10.1136/amiajnl-2013-001760
To review, categorize, and synthesize findings from the literature about the application of health information technologies in geriatrics and gerontology (GGHIT).
Author(s): Vedel, Isabelle, Akhlaghpour, Saeed, Vaghefi, Isaac, Bergman, Howard, Lapointe, Liette
DOI: 10.1136/amiajnl-2013-001705