Blog

Lung Tumor Segmentation and Annotation
The Ethics of Medical Annotation: Ensuring Patient Privacy and Safety
Medical annotation involves the process of adding labels, notes, or other information to medical records or imaging studies to aid...
Lung Tumor Segmentation from CT
Best Practices for Annotation of Medical Images for Machine Learning Models
Medical image annotation is a crucial task that involves labeling medical images to train machine learning models. It is a...
Tumor Segmentation from Lung CT
How Medical Annotation is Improving Disease Diagnosis and Treatment
Medical annotation, the process of adding additional information to medical records or imaging studies, is rapidly gaining traction as a...
3D Medical Imaging
The Importance of High-Quality Annotation for Medical Image Analysis
Medical image analysis is becoming an increasingly important tool in modern healthcare, enabling medical professionals to diagnose and treat a...
This Week in 3D Imaging
This Week in 3D Imaging
3D Imaging News: A large study comparing 2D and 3D mammograms for detecting breast cancer found that 3D mammograms (digital...
3D Imaging
This Week in 3D Imaging
Research: A family of data collection systems called asynchronous single-photon 3D imaging was introduced by University of Wisconsin–Madison researchers as...
This Week in 3D Imaging
This Week in 3D Imaging
Research: Researchers from Nanjing University of Science and Technology presented a photon counting 3D imaging technique that overcomes the challenge...
This Week in 3D Imaging
This Week in 3D Imaging
Research: The Differentiable Network Topology Search method (DiNTS) was presented by researchers from NVIDIA. It was assessed using the Medical...
Open Source News
This Week in 3D Imaging
Research: Using a single RGB image, PlaneRCNN, a deep neural network introduced by NVIDIA researchers, can identify and rebuild piecewise...
Open Source AI
This Week in 3D Imaging
Research: Stanford University researchers tackled the issue of 3D reconstruction from a single image, producing a simple form of output...
3D Imaging, AI, Open Source News
This Week in 3D Imaging
Research: Using several views of an image, researchers from MEGVII Technology introduced PETRv2 as a unified framework for 3D perception...
Groundtruthing Annotation
What is the role of ground truth annotation when training machine learning algorithms?
Ground truth annotation is the process of labeling or annotating data with accurate and reliable information that represents the true...
Segmentation and Annotation
Why Image Segmentation and Annotation is Crucial for Healthcare
Medical imaging technologies such as MRI and CT scans provide vast amounts of complex and detailed data that can be...
3D Imaging Geometric Morphometrics
This Week in 3D Imaging
Research: Ground truth 3D meshes and 3D postures were included in a sizable synthetic dataset that was produced by State...
Geometric Morphometrics in Healthcare
The Importance of Geometric Morphometrics in Healthcare: Beyond Medical Imaging and Prosthetics
Geometric morphometrics is a valuable tool for studying the shape and size variation of biological organisms, including human anatomy. While...