Explaining artificial intelligence with visual analytics in healthcare
To make predictions and explore large datasets, healthcare is increasingly applying
advanced algorithms of artificial intelligence. However, to make well‐considered and …
advanced algorithms of artificial intelligence. However, to make well‐considered and …
Facetto: Combining unsupervised and supervised learning for hierarchical phenotype analysis in multi-channel image data
Facetto is a scalable visual analytics application that is used to discover single-cell
phenotypes in high-dimensional multi-channel microscopy images of human tumors and …
phenotypes in high-dimensional multi-channel microscopy images of human tumors and …
VA+ Embeddings STAR: A State‐of‐the‐Art Report on the Use of Embeddings in Visual Analytics
Over the past years, an increasing number of publications in information visualization,
especially within the field of visual analytics, have mentioned the term “embedding” when …
especially within the field of visual analytics, have mentioned the term “embedding” when …
Visual analytics for the representation, exploration, and analysis of high-dimensional, multi-faceted medical data
RG Raidou - Biomedical Visualisation: Volume 2, 2019 - Springer
Medicine is among those research fields with a significant impact on humans and their
health. Already for decades, medicine has established a tight coupling with the visualization …
health. Already for decades, medicine has established a tight coupling with the visualization …
Tumor subregion evolution-based imaging features to assess early response and predict prognosis in oropharyngeal cancer
J Wu, MF Gensheimer, N Zhang, M Guo… - Journal of Nuclear …, 2020 - Soc Nuclear Med
The incidence of oropharyngeal squamous cell carcinoma (OPSCC) has been rapidly
increasing. Disease stage and smoking history are often used in current clinical trials to …
increasing. Disease stage and smoking history are often used in current clinical trials to …
[HTML][HTML] Longitudinal visualization for exploratory analysis of multiple sclerosis lesions
In multiple sclerosis (MS), the amount of brain damage, anatomical location, shape, and
changes are important aspects that help medical researchers and clinicians to understand …
changes are important aspects that help medical researchers and clinicians to understand …
State‐of‐the‐Art Report: Visual Computing in Radiation Therapy Planning
M Schlachter, RG Raidou, LP Muren… - Computer Graphics …, 2019 - Wiley Online Library
Radiation therapy (RT) is one of the major curative approaches for cancer. It is a complex
and risky treatment approach, which requires precise planning, prior to the administration of …
and risky treatment approach, which requires precise planning, prior to the administration of …
A critical analysis of the evaluation practice in medical visualization
Medical visualization aims at directly supporting physicians in diagnosis and treatment
planning, students and residents in medical education, and medical physicists as well as …
planning, students and residents in medical education, and medical physicists as well as …
Immersive analytics applications in life and health sciences
Life and health sciences are key application areas for immersive analytics. This spans a
broad range including medicine (eg, investigations in tumour boards), pharmacology (eg …
broad range including medicine (eg, investigations in tumour boards), pharmacology (eg …
Visual analysis of tumor control models for prediction of radiotherapy response
RG Raidou, O Casares‐Magaz… - Computer Graphics …, 2016 - Wiley Online Library
In radiotherapy, tumors are irradiated with a high dose, while surrounding healthy tissues
are spared. To quantify the probability that a tumor is effectively treated with a given dose …
are spared. To quantify the probability that a tumor is effectively treated with a given dose …