Improving the efficiency and accuracy of cardiovascular magnetic resonance with artificial intelligence—review of evidence and proposition of a roadmap to clinical translation

Autor: Qiang Zhang, Anastasia Fotaki, Sona Ghadimi, Yu Wang, Mariya Doneva, Jens Wetzl, Jana G. Delfino, Declan P. O’Regan, Claudia Prieto, Frederick H. Epstein

Publikováno v: Journal of Cardiovascular Magnetic Resonance, Vol 26, Iss 2, Pp 101051- (2024)

ABSTRACT: Background: Cardiovascular magnetic resonance (CMR) is an important imaging modality for the assessment of heart disease; however, limitations of CMR include long exam times and high complexity compared to other cardiac imaging modalities.

Externí odkaz: https://doaj.org/article/4029bda83a2e4d6e963b32c19994dd3f

Multiparametric Data-driven Imaging Markers: Guidelines for Development, Application and Reporting of Model Outputs in Radiomics

Autor: Xiaofeng Wang, Gene Pennello, Nandita M. deSouza, Erich P. Huang, Andrew J. Buckler, Huiman X. Barnhart, Jana G. Delfino, David L. Raunig, Lu Wang, Alexander R. Guimaraes, Timothy J. Hall, Nancy A. Obuchowski

Publikováno v: Academic Radiology. 30:215-229

This paper is the fifth in a five-part series on statistical methodology for performance assessment of multi-parametric quantitative imaging biomarkers (mpQIBs) for radiomic analysis. Radiomics is the process of extracting visually imperceptible feat

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::77f8ee6cfd59757410b6b28e883867ec
https://doi.org/10.1016/j.acra.2022.10.001

Challenges in ensuring the generalizability of image quantitation methods for MRI

Autor: Prathyush Chirra, Jana G. Delfino, Nandita M. deSouza, Kathryn E. Keenan, Kalina V. Jordanova, Satish Viswanath, Megan E. Poorman, Akshay S. Chaudhari, Bettina Baessler, Jessica M. Winfield

Publikováno v: Med Phys

Image quantitation methods including quantitative MRI, multiparametric MRI, and radiomics offer great promise for clinical use. However, many of these methods have limited clinical adoption, in part due to issues of generalizability, that is, the abi

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2eb7566862fcbfaf735ea54f5b4a94d9
https://doi.org/10.1002/mp.15195

BBS4 protein has basal body/ciliary localization in sensory organs but extra-ciliary localization in oligodendrocytes during human development

Autor: M C Antal, K Bénardais, G Delfino, Nelly Boehm, M S Ghandour, B Samama, D Devys

Publikováno v: Cell and Tissue Research
Cell and Tissue Research, 2021, 385 (1), pp.37-48. ⟨10.1007/s00441-021-03440-9⟩

Bardet-Biedl syndrome protein 4 (BBS4) localization has been studied in human embryos/fetuses from Carnegie stage 15 to 37 gestational weeks in neurosensory organs and brain, underlying the major clinical signs of BBS. We observed a correlation betwe

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ff033be774ff645debbbd24e75ceaf35
https://doi.org/10.1007/s00441-021-03440-9

Contributors

Autor: Darrell R. Abernethy, Balaji Agoram, John M. Allen, Mark E. Arnold, Arthur J. Atkinson, Thomas J. Bateman, Kimberly Bergman, Brian Booth, David W. Boulton, Robert A. Branch, Gilbert J. Burckart, Mary Buschmann, Owen Carmichael, Christine Chamberlain, Ligong Chen, Charles E. Daniels, Promi Das, Jana G. Delfino, John N. Van Den Anker, Albert W. Dreisbach, Michael Dyszel, Justin C. Earp, M. Khair ElZarrad, Osatohanmwen J. Enogieru, Elimika Pfuma Fletcher, David M. Foster, Marilynn C. Frederiksen, Aleksandra Galetin, Pamela D. Garzone, Kathleen M. Giacomini, Megan A. Gibbs, Jack A Gilbert, Danijela Gnjidic, Charles T. Gombar, Denis M. Grant, Charles Grudzinskas, Bengt Hamren, Nicholas H.G. Holford, Shiew-Mei Huang, Renee Iacona, Nina Isoherranen, Denise Jin, Bridgette L. Jones, Gregory L. Kearns, Cindy Kortepeter, Elizabeth Kunkoski, S.W. Johnny Lau, Christopher Leptak, Juan J.L. Lertora, Lawrence J. Lesko, Jiang Liu, Qi Liu, Rajanikanth Madabushi, Raymond Miller, Diane R. Mould, Monica Muñoz, Thomas D. Nolin, Robert Joseph Noveck, R. Scott Obach, Michael Pacanowski, Mary F. Paine, Carl C. Peck, Anuradha Ramamoorthy, A. David Rodrigues, Malcolm Rowland, Chandrahas G. Sahajwalla, Martina Dagmar Sahre, Robert N. Schuck, Khushboo Sharma, Tristan Sissung, Catherine S. Stika, Chris H. Takimoto, Helen Tomkinson, Jack Uetrecht, Paolo Vicini, Karen D. Vo, John A. Wagner, Yaning Wang, Yow-Ming C. Wang, Peter G. Wells, Michael J. Wick, Sook Wah Yee, Ophelia Yin, Nathalie K. Zgheib, Lei Zhang, Hao Zhu

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::848d2065918d75dffbea67f6015e7476
https://doi.org/10.1016/b978-0-12-819869-8.09990-0