Informatie over Artificiële Intelligentie
- ScreenPoint’s Transpara™ Deep Learning Software Application Reads Mammograms as well as Experienced Radiologists "This will allow them to focus on making optimal decisions for women with potentially abnormal exams in which cancer is most likely,” said Prof. Nico Karssemeijer, PhD, CEO of ScreenPoint Medical"
- Uitzending Nieuwsuur 13 december 2017 "Voor het eerst is aangetoond dat een computer sneller bepaalde uitgezaaide borstkanker kan ontdekken dan de mens. Onderzoekers van het Radboud UMC ontwikkelde een zelf lerend computerprogramma, dat de patholoog flink kan helpen." Ook de radioloog is er flink mee geholpen.
- AI algorithm matches radiologists in breast screening exams by Kate Madden Yee, AuntMinnie.com staff writer December 12, 2017 -- How does an artificial intelligence (AI) algorithm compare to radiologists when it comes to interpreting screening mammography exams? Their performances were fairly comparable, according to research presented at the recent RSNA 2017 meeting in Chicago. The study findings are good news, said presenter and doctoral candidate Alejandro Rodríguez-Ruiz of Radboud University Medical Center in Nijmegen, the Netherlands.
- Research collaboration aims to improve breast cancer diagnosis using AI "A new project to explore how artificial intelligence (AI) could improve breast screening could potentially lead to more accurate detection of cancers." ... "Led by Imperial College London, the consortium will be based at the Cancer Research UK Imperial Centre"
- Detection of malignant masses in breast cancer screening by computer assisted decision making proefschrift Rianne Hupse.
- Large Scale Deep Learning for Computer Aided Detection of Mammographic Lesions by Thijs Kooi, Geert Litjes, Bram van Ginneken, Nico Karssemeijer ea. in Medical image analysis 35 · August 2016
- Deep Learning in Medical Image Analysis: What's next? Ivana Išgum PhD (1), Jelmer M. Wolterink PhD (1), Bob D. de Vos MS (1), Nikolas Lessmann MSc (1), Majd Zreik MSc (1), Robbert W. van Hamersvelt MD (2), Tim Leiner MD PhD (2) at (1) Image Sciences Institute, University Medical Center Utrecht and Utrecht University, the Netherlands. (2) Department of Radiology, University Medical Center Utrecht and Utrecht University, the Netherlands. "In this educational exhibit, we will discuss: 1.The basic principles of deep learning 2.How can deep learning aid the radiology workflow? 3.What’s next?"
- CAD(Wikipedia): Computer-aided diagnosis (CAD) en computer-aided detection (CADe) zijn methoden in de radiologie om met een computer artsen te helpen bij diagnose aan de hand van medische beelden.
- Blockchain: Wat is blockchain?
- Decision Support System (Wikipedia) "Een Beslissingsondersteunend systeem of Decision support system (DSS), is een computergestuurde technologische oplossing die ingezet wordt ter ondersteuning van het nemen van beslissingen bij het oplossen van complexe problemen " Zie ook Clinical Decision Support (Wikipedia)