David Allemang
A5026964735- Cardiac Valve Diseases and Treatments
- AI in cancer detection
- Medical Image Segmentation Techniques
- Single-cell and spatial transcriptomics
- Cell Image Analysis Techniques
- Morphological variations and asymmetry
- Neuroinflammation and Neurodegeneration Mechanisms
- Robotics and Sensor-Based Localization
- Advanced Neural Network Applications
- Genomics and Phylogenetic Studies
- Congenital heart defects research
- Congenital Heart Disease Studies
- COVID-19 diagnosis using AI
- Medical Imaging and Analysis
- Cardiovascular Function and Risk Factors
- Dental Radiography and Imaging
Kitware (United States)
2021-2023
Children's Hospital of Philadelphia
2022
Characterizing cellular diversity at different levels of biological organization and across data modalities is a prerequisite to understanding the function cell types in brain. Classification neurons also essential manipulate controlled ways understand their variation vulnerability brain disorders. The BRAIN Initiative Cell Census Network (BICCN) an integrated network data-generating centers, archives, standards developers, with goal systematic multimodal type profiling characterization....
To present and validate an open-source fully automated landmark placement (ALICBCT) tool for cone-beam computed tomography scans.One hundred forty-three large medium field of view (CBCT) were used to train test a novel approach, called ALICBCT that reformulates detection as classification problem through virtual agent placed inside volumetric images. The agents trained navigate in multi-scale space reach the estimated position. movements decision relies on combination DenseNet feature...
In hypoplastic left heart syndrome, tricuspid regurgitation (TR) is associated with circulatory failure and death. We hypothesized that the valve (TV) structure of patients syndrome a Fontan circulation moderate or greater TR differs from those mild less TR, right ventricle volume TV dysfunction.TV 100 were modeled using transthoracic 3-dimensional echocardiograms custom software in SlicerHeart. Associations to grade function investigated. Shape parameterization analysis was used calculate...
Abstract Characterizing cellular diversity at different levels of biological organization across data modalities is a prerequisite to understanding the function cell types in brain. Classification neurons also required manipulate controlled ways, and understand their variation vulnerability brain disorders. The BRAIN Initiative Cell Census Network (BICCN) an integrated network generating centers, archives standards developers, with goal systematic multimodal type profiling characterization....
Shape analysis is an important and powerful tool in a wide variety of medical applications. Many shape techniques require representations which are correspondence. Unfortunately, popular for generating do not handle objects with complex geometry or topology well, those that typically readily available non-expert users. We describe method correspondences across population using given template. also its implementation distribution via SlicerSALT, open-source platform making more widely usable....