These tools will no longer be maintained as of December 31, 2024. Archived website can be found here. PubMed4Hh GitHub repository can be found here. Contact NLM Customer Service if you have questions.
146 related articles for article (PubMed ID: 31545461)
1. A novel deep learning architecture outperforming 'off‑the‑shelf' transfer learning and feature‑based methods in the automated assessment of mammographic breast density. Trivizakis E; Ioannidis GS; Melissianos VD; Papadakis GZ; Tsatsakis A; Spandidos DA; Marias K Oncol Rep; 2019 Nov; 42(5):2009-2015. PubMed ID: 31545461 [TBL] [Abstract][Full Text] [Related]
2. Discriminating solitary cysts from soft tissue lesions in mammography using a pretrained deep convolutional neural network. Kooi T; van Ginneken B; Karssemeijer N; den Heeten A Med Phys; 2017 Mar; 44(3):1017-1027. PubMed ID: 28094850 [TBL] [Abstract][Full Text] [Related]
3. Deep-Learning-Based Semantic Labeling for 2D Mammography and Comparison of Complexity for Machine Learning Tasks. Yi PH; Lin A; Wei J; Yu AC; Sair HI; Hui FK; Hager GD; Harvey SC J Digit Imaging; 2019 Aug; 32(4):565-570. PubMed ID: 31197559 [TBL] [Abstract][Full Text] [Related]
4. Computer-aided assessment of breast density: comparison of supervised deep learning and feature-based statistical learning. Li S; Wei J; Chan HP; Helvie MA; Roubidoux MA; Lu Y; Zhou C; Hadjiiski LM; Samala RK Phys Med Biol; 2018 Jan; 63(2):025005. PubMed ID: 29210358 [TBL] [Abstract][Full Text] [Related]
5. Large scale deep learning for computer aided detection of mammographic lesions. Kooi T; Litjens G; van Ginneken B; Gubern-Mérida A; Sánchez CI; Mann R; den Heeten A; Karssemeijer N Med Image Anal; 2017 Jan; 35():303-312. PubMed ID: 27497072 [TBL] [Abstract][Full Text] [Related]
6. Breast Cancer Classification in Automated Breast Ultrasound Using Multiview Convolutional Neural Network with Transfer Learning. Wang Y; Choi EJ; Choi Y; Zhang H; Jin GY; Ko SB Ultrasound Med Biol; 2020 May; 46(5):1119-1132. PubMed ID: 32059918 [TBL] [Abstract][Full Text] [Related]
7. Understanding Clinical Mammographic Breast Density Assessment: a Deep Learning Perspective. Mohamed AA; Luo Y; Peng H; Jankowitz RC; Wu S J Digit Imaging; 2018 Aug; 31(4):387-392. PubMed ID: 28932980 [TBL] [Abstract][Full Text] [Related]
8. Breast density prediction from low and standard dose mammograms using deep learning: effect of image resolution and model training approach on prediction quality. Squires S; Harkness EF; Mackenzie A; Evans DG; Howell SJ; Astley SM Biomed Phys Eng Express; 2024 May; 10(4):. PubMed ID: 38701765 [No Abstract] [Full Text] [Related]
9. Comparison of a Deep Learning Risk Score and Standard Mammographic Density Score for Breast Cancer Risk Prediction. Dembrower K; Liu Y; Azizpour H; Eklund M; Smith K; Lindholm P; Strand F Radiology; 2020 Feb; 294(2):265-272. PubMed ID: 31845842 [TBL] [Abstract][Full Text] [Related]
10. Mass detection in digital breast tomosynthesis: Deep convolutional neural network with transfer learning from mammography. Samala RK; Chan HP; Hadjiiski L; Helvie MA; Wei J; Cha K Med Phys; 2016 Dec; 43(12):6654. PubMed ID: 27908154 [TBL] [Abstract][Full Text] [Related]
11. A deep learning system to obtain the optimal parameters for a threshold-based breast and dense tissue segmentation. Pérez-Benito FJ; Signol F; Perez-Cortes JC; Fuster-Baggetto A; Pollan M; Pérez-Gómez B; Salas-Trejo D; Casals M; Martínez I; LLobet R Comput Methods Programs Biomed; 2020 Oct; 195():105668. PubMed ID: 32755754 [TBL] [Abstract][Full Text] [Related]
12. Parenchymal texture analysis in digital mammography: A fully automated pipeline for breast cancer risk assessment. Zheng Y; Keller BM; Ray S; Wang Y; Conant EF; Gee JC; Kontos D Med Phys; 2015 Jul; 42(7):4149-60. PubMed ID: 26133615 [TBL] [Abstract][Full Text] [Related]
13. Mammographic Breast Density Assessment Using Deep Learning: Clinical Implementation. Lehman CD; Yala A; Schuster T; Dontchos B; Bahl M; Swanson K; Barzilay R Radiology; 2019 Jan; 290(1):52-58. PubMed ID: 30325282 [TBL] [Abstract][Full Text] [Related]
14. Deep learning networks find unique mammographic differences in previous negative mammograms between interval and screen-detected cancers: a case-case study. Hinton B; Ma L; Mahmoudzadeh AP; Malkov S; Fan B; Greenwood H; Joe B; Lee V; Kerlikowske K; Shepherd J Cancer Imaging; 2019 Jun; 19(1):41. PubMed ID: 31228956 [TBL] [Abstract][Full Text] [Related]
15. Unsupervised Deep Learning Applied to Breast Density Segmentation and Mammographic Risk Scoring. Kallenberg M; Petersen K; Nielsen M; Ng AY; Pengfei Diao ; Igel C; Vachon CM; Holland K; Winkel RR; Karssemeijer N; Lillholm M IEEE Trans Med Imaging; 2016 May; 35(5):1322-1331. PubMed ID: 26915120 [TBL] [Abstract][Full Text] [Related]
16. Can a Machine Learn from Radiologists' Visual Search Behaviour and Their Interpretation of Mammograms-a Deep-Learning Study. Mall S; Brennan PC; Mello-Thoms C J Digit Imaging; 2019 Oct; 32(5):746-760. PubMed ID: 31410677 [TBL] [Abstract][Full Text] [Related]
17. Deep transfer learning for detection of breast arterial calcifications on mammograms: a comparative study. Mobini N; Capra D; Colarieti A; Zanardo M; Baselli G; Sardanelli F Eur Radiol Exp; 2024 Jul; 8(1):80. PubMed ID: 39004645 [TBL] [Abstract][Full Text] [Related]
18. Detection of mass regions in mammograms by bilateral analysis adapted to breast density using similarity indexes and convolutional neural networks. Bandeira Diniz JO; Bandeira Diniz PH; Azevedo Valente TL; Corrêa Silva A; de Paiva AC; Gattass M Comput Methods Programs Biomed; 2018 Mar; 156():191-207. PubMed ID: 29428071 [TBL] [Abstract][Full Text] [Related]
19. Prediction of breast cancer risk using a machine learning approach embedded with a locality preserving projection algorithm. Heidari M; Khuzani AZ; Hollingsworth AB; Danala G; Mirniaharikandehei S; Qiu Y; Liu H; Zheng B Phys Med Biol; 2018 Jan; 63(3):035020. PubMed ID: 29239858 [TBL] [Abstract][Full Text] [Related]
20. Deep learning in mammography and breast histology, an overview and future trends. Hamidinekoo A; Denton E; Rampun A; Honnor K; Zwiggelaar R Med Image Anal; 2018 Jul; 47():45-67. PubMed ID: 29679847 [TBL] [Abstract][Full Text] [Related] [Next] [New Search]