VCBM 2023: Eurographics Workshop on Visual Computing for Biology and Medicine
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Norrköping, Sweden | September 20 – 22, 2023
Decision Making and Surgery Planning
Visual Analytics to Support Treatment Decisions in Late-Stage Melanoma Patients
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Interactive Visual Exploration of Region-based Sensitivities in Fiber Tracking
Resectograms: Real-Time 2D Visualization of Liver Virtual Resections
Radiology and Histopathology
NeRF for 3D Reconstruction from X-ray Angiography: Possibilities and Limitations
Neural Deformable Cone Beam CT
CDF-Based Importance Sampling and Visualization for Neural Network Training
An Interaction Metaphor for Enhanced VR-based Volume Segmentation
Storytelling and Communication
Bio-Sketch: A New Medium for Interactive Storytelling Illustrated by the Phenomenon of
Infection
Communicating Pathologies and Growth to a General Audience
Reflections on AI-Assisted Character Design for Data-Driven Medical Stories
Smoke Surfaces of 4D Biological Dynamical Systems
Neuroanatomy and Omics
Rapid Prototyping for Coordinated Views of Multi-scale Spatial and Abstract Data: A
Grammar-based Approach
Cytosplore Simian Viewer: Visual Exploration for Multi-Species Single-Cell RNA Sequencing
Data
Visual Analytics for the Integrated Exploration and Sensemaking of Cancer Cohort
Radiogenomics and Clinical Information
Recent Submissions
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Visual Analytics for the Integrated Exploration and Sensemaking of Cancer Cohort Radiogenomics and Clinical Information
(The Eurographics Association, 2023)We present a visual analytics (VA) framework for the comprehensive exploration and integrated analysis of radiogenomic and clinical data from a cancer cohort. Our framework aims to support the workflow of cancer experts ... -
Cytosplore Simian Viewer: Visual Exploration for Multi-Species Single-Cell RNA Sequencing Data
(The Eurographics Association, 2023)With the rapid advances in single-cell sequencing technologies, novel types of studies into the cell-type makeup of the brain have become possible. Biologists often analyze large and complex single-cell transcriptomic ... -
Rapid Prototyping for Coordinated Views of Multi-scale Spatial and Abstract Data: A Grammar-based Approach
(The Eurographics Association, 2023)Visualization grammars are gaining popularity as they allow visualization specialists and experienced users to quickly create static and interactive views. Existing grammars, however, mostly focus on abstract views, ignoring ... -
Smoke Surfaces of 4D Biological Dynamical Systems
(The Eurographics Association, 2023)To study biological phenomena, mathematical biologists often employ modeling with ordinary differential equations. A system of ordinary differential equations that describes the state of a phenomenon as a moving point in ... -
Reflections on AI-Assisted Character Design for Data-Driven Medical Stories
(The Eurographics Association, 2023)Data-driven storytelling has experienced significant growth in recent years to become a common practice in various application areas, including healthcare. Within the realm of medical narratives, characters play a pivotal ... -
Communicating Pathologies and Growth to a General Audience
(The Eurographics Association, 2023)In this paper, we investigate the suitability of different visual representations of pathological growth using surface models of intracranial aneurysms and liver tumors. By presenting complex medical information in a ... -
Bio-Sketch: A New Medium for Interactive Storytelling Illustrated by the Phenomenon of Infection
(The Eurographics Association, 2023)In the field of biology, digital illustrations play a crucial role in conveying complex phenomena, allowing for idealized shapes and motion, in contrast to data visualization. In the absence of suitable media, scientists ... -
CDF-Based Importance Sampling and Visualization for Neural Network Training
(The Eurographics Association, 2023)Training a deep neural network is computationally expensive, but achieving the same network performance with less computation is possible if the training data is carefully chosen. However, selecting input samples during ... -
An Interaction Metaphor for Enhanced VR-based Volume Segmentation
(The Eurographics Association, 2023)The segmentation of medical models is a complex and time-intensive process required for both diagnosis and surgical preparation. Despite the advancements in deep learning, neural networks can only automatically segment a ... -
NeRF for 3D Reconstruction from X-ray Angiography: Possibilities and Limitations
(The Eurographics Association, 2023)Neural Radiance Field (NeRF) is a promising deep learning technique based on neural rendering for three-dimensional (3D) reconstruction. This technique has overcome several limitations of 3D reconstruction techniques, such ... -
Neural Deformable Cone Beam CT
(The Eurographics Association, 2023)In oral and maxillofacial cone beam computed tomography (CBCT), patient motion is frequently observed and, if not accounted for, can severely affect the usability of the acquired images. We propose a highly flexible, data ... -
Resectograms: Real-Time 2D Visualization of Liver Virtual Resections
(The Eurographics Association, 2023)Visualization of virtual resections plays a central role in computer-assisted liver surgery planning. The complexity of the liver's internal structures often leads to difficulties in its proper visualization during the ... -
Interactive Visual Exploration of Region-based Sensitivities in Fiber Tracking
(The Eurographics Association, 2023)Fiber tracking is a powerful technique that provides valuable insights into the complex white matter structure of the human brain. However, the processing pipeline involves many sources of uncertainty, with one notable ... -
Visual Analytics to Support Treatment Decisions in Late-Stage Melanoma Patients
(The Eurographics Association, 2023)We present a visual analytics system to support treatment decisions in late-stage Melanoma patients. With the aim of improving patient outcomes, personalized treatment decisions based on individual characteristics and ... -
Eurographics Workshop on Visual Computing for Biology and Medicine: Frontmatter
(The Eurographics Association, 2023)
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