Nickolas Papanikolaou, Ph.D.

#DeepLearning to detect aggressive #ProstateCancer on #MRI doi.org/10.1148/ryai.2… @nmvrodrigues @npap69 @champalimaudf #OncoRad #AI #ML

Assessing the impact of #MRI manufacturer & scan protocol on prostate cancer diagnosis doi.org/10.1148/ryai.2… @nmvrodrigues @npap69 @anacastroverde #OncoRad #DeepLearning #ML

#MRI scanner manufacturer & scan protocol impact performance of #AI models to classify #ProstateCancer doi.org/10.1148/ryai.2… @zga_aaa @npap69 @ProCAncer_I #OncoRad #GURad #ML

#MRI scanner manufacturer & scan protocol impact performance of #AI models to classify #ProstateCancer doi.org/10.1148/ryai.2… @zga_aaa @npap69 @anacastroverde #OncoRad #GURad #MachineLearning

Day 1 #EMUC24 in Lisbon is underway now with imaging sessions covering #ProstateCancer screening projects, AI developments, and the latest innovations in image-guided surgery… plus much more!

Deep Learning Features Can Improve Radiomics-Based Prostate Cancer Aggressiveness Prediction out on @JCO_ASCO Clinical Cancer Informatics ascopubs.org/doi/abs/10.120… Study explores how artificial intelligence🖥️, particularly deep learning models, can enhance the detection and treatment of #ProstateCancer by improving radiomic signature models used for disease aggressiveness classification. Traditionally, radiomics involves independent segmentation and feature extraction, but this research suggests that prostate segmentation and reconstruction models offer additional valuable information. The study, which involved 2,244 experiments using deep learning features from 13 models, shows that combining deep features with radiomic data often enhances predictive performance. However, the choice of feature selection methods, such as PCA, plays a critical role in determining success. @npap69

📅 Mark your calendar for the Aug. 7 #RadAIchat at 8 PM ET on "Checklist for #AI in Medical Imaging (CLAIM): 2024 Update" moderated by @Klonmich and panelists @LCAdamsRad @cekahn @AliTejaniMD #radiomics #AI #DL #radres @RSNA @HElhalawaniMD

#Radiomics Beyond the Hype: A Critical Evaluation Toward Oncologic Clinical Use doi.org/10.1148/ryai.2… @natallyhorvat @Prof_DM_Koh @ICIS_News #cancer #OncoRad #MachineLearning

The CLAIM guideline promotes consistent reporting of scientific advances of #AI in medical imaging doi.org/10.1148/ryai.2… @AnthonyAGatti @MonganMD @DrLindaMoy #CLAIM #DeepLearning #ML

CLAIM: a “best practice” checklist to promote transparency and reproducibility of medical imaging #AI research doi.org/10.1148/ryai.2… @Klonmich @MonganMD @DrLindaMoy #CLAIM #DeepLearning #ML

Homogeneous access to prostate MRI, AI exploration, & more. This new #UROwebinar will discuss implementing EU Council rec. for #PCa screening. Experts as speakers: Profs. Albers, @ProfPadhani, @npap69, @F_Sanguedolce, & @heinvanpoppel Register now 👇 webinars.uroweb.org/EAU/webinars/1…

To unlock the potential of #radiomics as a clinical tool, multiple challenges need to be addressed doi.org/10.1148/ryai.2… @natallyhorvat @npap69 @ICIS_News #cancer #ML #MachineLearning

What will the future structure for #AI in health imaging across Europe look like? Experts at #ECR2023 argued that it was important for the use of AI to move from research and more toward practical applications for patients. @ProCAncer_I @EuCanImage @chaimeleon_eu

@kalpathy1 @ICIS_News @Prof_DM_Koh Likewise @kalpathy1 , so great to have you and catch up with the latest developments in AI and Radiomics

Really enjoying the talk by @npap69 at @ICIS_News AI and Machine Learning in Cancer Imaging 3.0 event in lovely Lisbon at the spectacular Champalimaud foundation seminar room. So many practical lessons. Thanks @Prof_DM_Koh and all the organizers for the wonderful/unique event.

When will we be able to "see" prostate cancer in MRI like never before the human eye has? The development of artificial intelligence algorithms, which @npap69, Ph.D. and his team at @ChampalimaudF are committed to, could one day help solve the problem. 👇 shorturl.at/mtIUV

Great news from Greece 🇬🇷🇪🇺 this evening! The elections are a big victory for @kmitsotakis & @neademokratia. The economic turnaround is real and citizens want this to continue. Well done to everyone who has contributed to this success, especially to my dear friend Kyriakos! @EPP

Γιατί δεύτερη φορά κανένας δεν δικαιούται να πει "δεν ήξερα".

We are glad to announce that a second Greek rescue team is on its way to Turkiye. It consists of 15 firefighters, 2 rescue dogs, 3 doctors and 1 Fire Department Engineer specializing in rubble underpinning.

Αν υπάρχει θεός δεν βρίσκεται σε καμιά εκκλησία και σε κανένα τέμενος. Βρίσκεται σ αυτό το χέρι twitter.com/vineetsharma94…

Dear Greeks, I will never forget this photo. You have a Turkish friend in Anatolia. I love you, stay healthy. #Greece #teşekkürleryunanistan