| 1. Identity statement | ||||
| Reference Type | Conference Paper (Conference Proceedings) | |||
| Site | sibgrapi.sid.inpe.br | |||
| Holder Code | ibi 8JMKD3MGPEW34M/46T9EHH | |||
| Identifier | 8JMKD3MGPAW/3S4T2QE | |||
| Repository | sid.inpe.br/sibgrapi/2018/10.26.20.17 | |||
| Last Update | 2018:10.26.20.17.02 (UTC) lucas.rodrigues.borges@usp.br | |||
| Metadata Repository | sid.inpe.br/sibgrapi/2018/10.26.20.17.02 | |||
| Metadata Last Update | 2022:05.18.22.18.35 (UTC) administrator | |||
| Citation Key | BorgesViei:2018:DoSaDi | |||
| Title | Dose Savings in Digital Breast Tomosynthesis through Image Processing  | |||
| Format | On-line | |||
| Year | 2018 | |||
| Access Date | 2024, May 02 | |||
| Number of Files | 1 | |||
| Size | 118 KiB | |||
| 2. Context | ||||
| Author | 1 Borges, Lucas Rodrigues 2 Vieira, Marcelo Andrade da Costa | |||
| Affiliation | 1 Escola de Engenharia de São Carlos 2 Escola de Engenharia de São Carlos | |||
| Editor | Ross, Arun Gastal, Eduardo S. L. Jorge, Joaquim A. Queiroz, Ricardo L. de Minetto, Rodrigo Sarkar, Sudeep Papa, João Paulo Oliveira, Manuel M. Arbeláez, Pablo Mery, Domingo Oliveira, Maria Cristina Ferreira de Spina, Thiago Vallin Mendes, Caroline Mazetto Costa, Henrique Sérgio Gutierrez Mejail, Marta Estela Geus, Klaus de Scheer, Sergio | |||
| e-Mail Address | lucas.rodrigues.borges@usp.br | |||
| Conference Name | Conference on Graphics, Patterns and Images, 31 (SIBGRAPI) | |||
| Conference Location | Foz do Iguaçu, PR, Brazil | |||
| Date | 29 Oct.-1 Nov. 2018 | |||
| Publisher | Sociedade Brasileira de Computação | |||
| Publisher City | Porto Alegre | |||
| Book Title | Proceedings | |||
| Tertiary Type | Master's or Doctoral Work | |||
| History (UTC) | 2018-10-26 20:17:02 :: lucas.rodrigues.borges@usp.br -> administrator :: 2022-05-18 22:18:35 :: administrator -> :: 2018 | |||
| 3. Content and structure | ||||
| Is the master or a copy? | is the master | |||
| Content Stage | completed | |||
| Transferable | 1 | |||
| Keywords | Denoising noise model restoration dose reduction digital mammography | |||
| Abstract | In x-ray imaging, the ALARA principle defines that the x-ray radiation must be kept as low as reasonably achievable to ensure the patients safety. However, low-dose acquisitions yield images with low quality, which affect the radiologists image interpretation. Therefore, there is a compromise between image quality and radiation dose. This work proposes an image restoration framework capable of restoring low-dose acquisitions to achieve the quality of full-dose acquisitions. The contribution of the new method includes the capability of restoring images with quantum and electronic noise, pixel offset and variable detector gain. To validate the image processing chain, a simulation algorithm was proposed. The simulation generates low-dose digital breast tomosynthesis (DBT) projections, starting from full-dose images. To investigate the feasibility of reducing the radiation dose in breast cancer screening programs, a simulated pre-clinical trial was conducted using the simulation and the image processing pipeline proposed in this work. Objective and subjective results suggest that reduction of 30% - 50% in radiation dose could be achieved after the proposed image processing pipeline was applied. Thus, the image processing algorithm has the potential to decrease radiation levels in DBT, also decreasing the cancer induction risks associated with the exam. | |||
| Arrangement | urlib.net > SDLA > Fonds > SIBGRAPI 2018 > Dose Savings in... | |||
| doc Directory Content | access | |||
| source Directory Content | there are no files | |||
| agreement Directory Content |
| |||
| 4. Conditions of access and use | ||||
| data URL | http://urlib.net/ibi/8JMKD3MGPAW/3S4T2QE | |||
| zipped data URL | http://urlib.net/zip/8JMKD3MGPAW/3S4T2QE | |||
| Language | en | |||
| Target File | Submission_Lucas_30_07.pdf | |||
| User Group | lucas.rodrigues.borges@usp.br | |||
| Visibility | shown | |||
| Update Permission | not transferred | |||
| 5. Allied materials | ||||
| Mirror Repository | sid.inpe.br/banon/2001/03.30.15.38.24 | |||
| Next Higher Units | 8JMKD3MGPAW/3RPADUS | |||
| Citing Item List | sid.inpe.br/sibgrapi/2018/09.03.20.37 11 sid.inpe.br/banon/2001/03.30.15.38.24 1 | |||
| Host Collection | sid.inpe.br/banon/2001/03.30.15.38 | |||
| 6. Notes | ||||
| Empty Fields | archivingpolicy archivist area callnumber contenttype copyholder copyright creatorhistory descriptionlevel dissemination doi edition electronicmailaddress group isbn issn label lineage mark nextedition notes numberofvolumes orcid organization pages parameterlist parentrepositories previousedition previouslowerunit progress project readergroup readpermission resumeid rightsholder schedulinginformation secondarydate secondarykey secondarymark secondarytype serieseditor session shorttitle sponsor subject tertiarymark type url versiontype volume | |||