Stephen J Richards, Kathleen A O'Connell, Jane K Dickinson
A Missed Opportunity to Cultivate Positive Attitudes about Mental Health Recovery among Undergraduate Nursing Students - A Quasi-Experimental Controlled Study
Issues in mental health nursing
image analysis one promising applications artificial intelligence ai health care potentially improving prediction diagnosis treatment diseases although scientific advances area critically depend accessibility largevolume highquality data sharing data institutions faces various ethical legal constraints well organizational technical obstacles joint imaging platform jip german cancer consortium dktk addresses issues providing federated data analysis technology secure compliant way using jip medical image data remain originator institutions analysis ai algorithms shared jointly used common standards interfaces local systems ensure permanent data sovereignty participating institutions jip established radiology nuclear medicine departments 10 university hospitals germany dktk partner sites multiple complementary use cases show platform fulfills relevant requirements serve foundation multicenter medical imaging trials research large cohorts including harmonization integration data interactive analysis automatic analysis federated machine learning extensibility maintenance processes elementary sustainability platform results demonstrate feasibility using jip federated data analytics platform heterogeneous clinical information technology software landscapes solving important bottleneck application ai largescale clinical imaging data