Zobrazeno 1 - 10
of 19
pro vyhledávání: '"Ruchi Deshpande"'
Autor:
Xia Hu, Franck Dernoncourt, Mengnan Du, Varun Manjunatha, Ruchi Deshpande, Jiuxiang Gu, Tong Sun, Rajiv Jain
Publikováno v:
NAACL-HLT
Recent studies indicate that NLU models are prone to rely on shortcut features for prediction, without achieving true language understanding. As a result, these models fail to generalize to real-world out-of-distribution data. In this work, we show t
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::03d19d21120085faa231f7dac224c2c4
http://arxiv.org/abs/2103.06922
http://arxiv.org/abs/2103.06922
Publikováno v:
International Journal of Computer Assisted Radiology and Surgery. 11:2071-2083
Clinical data that are generated through routine radiation therapy procedures can be leveraged as a source of knowledge to provide evidence-based decision support for future patients. Treatment planning in radiation therapy often relies on trial-and-
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::99a7b111b1a00746b24f89986db3e538
https://doi.org/10.1007/s11548-016-1403-6
https://doi.org/10.1007/s11548-016-1403-6
Publikováno v:
Medical Imaging 2017: Imaging Informatics for Healthcare, Research, and Applications.
The primary goal in radiation therapy is to target the tumor with the maximum possible radiation dose while limiting the radiation exposure of the surrounding healthy tissues. However, in order to achieve an optimized treatment plan, many constraints
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d2a24b8714a00c361b61e8f550b545b2
https://doi.org/10.1117/12.2257029
https://doi.org/10.1117/12.2257029
Publikováno v:
International Journal of Computer Assisted Radiology and Surgery. 9:433-447
A medical imaging informatics infrastructure (MIII) platform is an organized method of selecting tools and synthesizing data from HIS/RIS/PACS/ePR systems with the aim of developing an imaging-based diagnosis or treatment system. Evaluation and analy
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6e64ca35632d96bf4f5492c46dbb67ed
https://doi.org/10.1007/s11548-013-0939-y
https://doi.org/10.1007/s11548-013-0939-y
Publikováno v:
SPIE Proceedings.
We have developed an imaging informatics based decision support system that learns from retrospective treatment plans to provide recommendations for healthy tissue sparing to prospective incoming patients. This system incorporates a model of best pra
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2d0b0d78dec3427b385fbc3df637e5c5
https://doi.org/10.1117/12.2217733
https://doi.org/10.1117/12.2217733
Autor:
Ruchi Deshpande, Harlan Romsdahl, Paymann Moin, J W Sayre, Ellen Messer, Brent J. Liu, Akira Hasegawa, Sangeeta Gupte
Publikováno v:
Academic Radiology. 18:1420-1429
Rationale and Objectives The aims of this study were to investigate improving work flow efficiency by shortening the reading time of digital mammograms using a computer-aided reading protocol (CARP) in the screening environment and to increase detect
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a2591b21d4c329fabb242fdd2c47152a
https://doi.org/10.1016/j.acra.2011.07.003
https://doi.org/10.1016/j.acra.2011.07.003
Publikováno v:
SPIE Proceedings.
We have developed a comprehensive DICOM RT specific database of retrospective treatment planning data for radiation therapy of head and neck cancer. Further, we have designed and built an imaging informatics module that utilizes this database to perf
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::51d4bd37b657ffb31d734c4a1fcfe2e9
https://doi.org/10.1117/12.2082862
https://doi.org/10.1117/12.2082862
Publikováno v:
SPIE Proceedings.
The treatment process of tumor patients is supported by different stand-alone ePR and clinical decision support (CDS) systems. We developed a concept for the integration of a specialized ePR for head and neck tumor treatment and a DICOM-RT based CDS
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9f07c906d04bb22f82f1a27233dbf4ab
https://doi.org/10.1117/12.2043429
https://doi.org/10.1117/12.2043429
Publikováno v:
SPIE Proceedings.
We have built a decision support system that provides recommendations for customizing radiation therapy treatment plans, based on patient models generated from a database of retrospective planning data. This database consists of relevant metadata and
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9941ec266ffcdf4b4087f1316f0edb2e
https://doi.org/10.1117/12.2044010
https://doi.org/10.1117/12.2044010
Publikováno v:
SPIE Proceedings.
Cancer registries are information systems that enable easy and efficient collection, organization and utilization of data related to cancer patients for the purpose of epidemiological research, evidence based medicine and planning of public health po
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::cd1fd385e968c3a0b0d5196dac596dcb
https://doi.org/10.1117/12.2007429
https://doi.org/10.1117/12.2007429