Zobrazeno 1 - 10
of 63
pro vyhledávání: '"David Beymer"'
Autor:
Alexandros Karargyris, Satyananda Kashyap, Ismini Lourentzou, Joy T. Wu, Arjun Sharma, Matthew Tong, Shafiq Abedin, David Beymer, Vandana Mukherjee, Elizabeth A. Krupinski, Mehdi Moradi
Publikováno v:
Scientific Data, Vol 8, Iss 1, Pp 1-18 (2021)
Measurement(s) chest X-ray image • radiologist’s dictation audio data • radiologist’s eye gaze coordinates data Technology Type(s) eye tracking device • machine learning • Radiologist • Chest Radiography Sample Characteristic - Organism
Externí odkaz:
https://doaj.org/article/e806c972d90d404d83909fd6318594f6
Autor:
Jannis Born, David Beymer, Deepta Rajan, Adam Coy, Vandana V. Mukherjee, Matteo Manica, Prasanth Prasanna, Deddeh Ballah, Michal Guindy, Dorith Shaham, Pallav L. Shah, Emmanouil Karteris, Jan L. Robertus, Maria Gabrani, Michal Rosen-Zvi
Publikováno v:
Patterns, Vol 2, Iss 6, Pp 100269- (2021)
Summary: Although a plethora of research articles on AI methods on COVID-19 medical imaging are published, their clinical value remains unclear. We conducted the largest systematic review of the literature addressing the utility of AI in imaging for
Externí odkaz:
https://doaj.org/article/96dfaf7a0d8346f788dd6f9f30ca030c
Autor:
Ehsan Degan, Shafiq Abedin, David Beymer, Angshuman Deb, Nathaniel Braman, Benedikt Graf, Vandana Mukherjee
Publikováno v:
Federated Learning ISBN: 9783030968953
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::333bda040236be9ae484056cff38f90b
https://doi.org/10.1007/978-3-030-96896-0_22
https://doi.org/10.1007/978-3-030-96896-0_22
Autor:
Arjun Sharma, Shafiq Abedin, Vandana Mukherjee, Ismini Lourentzou, Alexandros Karargyris, Matthew H. Tong, Mehdi Moradi, David Beymer, Elizabeth A. Krupinski, Satyananda Kashyap, Joy T. Wu
Publikováno v:
Scientific Data
Scientific Data, Vol 8, Iss 1, Pp 1-18 (2021)
Scientific Data, Vol 8, Iss 1, Pp 1-18 (2021)
We developed a rich dataset of Chest X-Ray (CXR) images to assist investigators in artificial intelligence. The data were collected using an eye-tracking system while a radiologist reviewed and reported on 1,083 CXR images. The dataset contains the f
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5a4f19050951f4803bc521ca45613601
Autor:
Yusuke Takeuchi, David Beymer, Adam Coy, Arun Krishnan, Vandana Mukherjee, Larissa Schudlo, Mohammadreza Negahdar, Yiting Xie, Deepta Rajan, Benedikt Graf
Publikováno v:
Medical Imaging 2021: Computer-Aided Diagnosis.
Lung opacities on CT scans, such as ground-glass opacities (GGOs) and consolidation, can manifest with various conditions, including lung cancers, pulmonary edema and COVID-19. Presentation of these non-specific findings can vary from isolated focal
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9a37f09ba4ff453d27146e91fa6cc921
https://doi.org/10.1117/12.2582197
https://doi.org/10.1117/12.2582197
Autor:
Deepta Rajan, Vandana Mukherjee, Pallav L. Shah, Emmanouil Karteris, Matteo Manica, Jan Lukas Robertus, Dorith Shaham, Michal Guindy, Michal Rosen-Zvi, Deddeh Ballah, Maria Gabrani, Jannis Born, Adam Coy, Prasanth Prasanna, David Beymer
Publikováno v:
Patterns
Patterns, Vol 2, Iss 6, Pp 100269-(2021)
Patterns, 2 (6)
Patterns, Vol 2, Iss 6, Pp 100269-(2021)
Patterns, 2 (6)
Although a plethora of research articles on AI methods on COVID-19 medical imaging are published, their clinical value remains unclear. We conducted the largest systematic review of the literature addressing the utility of AI in imaging for COVID-19
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9b11b47fe6c63c253eaefc58779a8b37
Autor:
Maria Gabrani, Ender Konukoglu, David Beymer, Gustavo Carneiro, Jannis Born, Michal Guindy, Michal Rosen-Zvi
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783030908737
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ef3d700b627b2b30af82218e6206f45d
https://doi.org/10.1007/978-3-030-90874-4_13
https://doi.org/10.1007/978-3-030-90874-4_13
Autor:
Vandana Mukherjee, Deddeh Ballah, Maria Gabrani, Matteo Manica, Jan Lukas Robertus, Michal Rosen-Zvi, Prasanth Prasanna, Adam Coy, Jannis Born, Michal Guindy, David Beymer, Pallav L. Shah, Deepta Rajan, Dorith Shaham, Emmanouil Karteris
The global COVID-19 pandemic has accelerated the development of numerous digital technologies in medicine from telemedicine to remote monitoring. Concurrently, the pandemic has resulted in huge pressures on healthcare systems. Medical imaging (MI) fr
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c9cf2d265fa0d1bda910463450ea80db
https://doi.org/10.1101/2020.09.02.20187096
https://doi.org/10.1101/2020.09.02.20187096
Autor:
Deddeh Ballah, Karina Kanjaria, Chaitanya Shivade, Olga Kovaleva, Joy T. Wu, Vandana Mukherjee Mukherjee, Anna Rumshisky, David Beymer Beymer, Adam Coy, Alexandros Karargyris, Yufan Guo, Satyananda Kashyap
Publikováno v:
BioNLP
Current research in machine learning for radiology is focused mostly on images. There exists limited work in investigating intelligent interactive systems for radiology. To address this limitation, we introduce a realistic and information-rich task o
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f5d3703a56bdda24fb82e9e3ecd89829
https://doi.org/10.18653/v1/2020.bionlp-1.6
https://doi.org/10.18653/v1/2020.bionlp-1.6
Publikováno v:
EMBC
We propose and validate an end-to-end deep learning pipeline employing multi-label learning as a tool for creating differential diagnoses of lung pathology as well as quantifying the extent and distribution of emphysema in chest CT images. The propos
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5c568063eac9df98377103c944389c20
https://doi.org/10.1109/embc.2019.8857392
https://doi.org/10.1109/embc.2019.8857392