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09/11/2023
Phase-Specific Augmented Reality Guidance for Microscopic Cataract Surgery Using Long-Short Spatiotemporal Aggregation Transformer
Phacoemulsification cataract surgery (PCS) is a routine procedure conduc...
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06/16/2023
Building Blocks for a Complex-Valued Transformer Architecture
Most deep learning pipelines are built on real-valued operations to deal...
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10/19/2022
TabLLM: Few-shot Classification of Tabular Data with Large Language Models
We study the application of large language models to zero-shot and few-s...
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09/21/2022
Kernel-Based Generalized Median Computation for Consensus Learning
Computing a consensus object from a set of given objects is a core probl...
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07/26/2022
Voreen – An Open-source Framework for Interactive Visualization and Processing of Large Volume Data
Technological advances for measuring or simulating volume data have led ...
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06/02/2022
A Bhattacharyya Coefficient-Based Framework for Noise Model-Aware Random Walker Image Segmentation
One well established method of interactive image segmentation is the ran...
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12/18/2021
A Streaming Volumetric Image Generation Framework for Development and Evaluation of Out-of-Core Methods
Advances in 3D imaging technology in recent years have allowed for incre...
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03/17/2021
Hierarchical Random Walker Segmentation for Large Volumetric Biomedical Data
The random walker method for image segmentation is a popular tool for se...
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02/05/2021
Scalable Robust Graph and Feature Extraction for Arbitrary Vessel Networks in Large Volumetric Datasets
Recent advances in 3D imaging technologies provide novel insights to res...
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02/13/2020
The PHOTON Wizard – Towards Educational Machine Learning Code Generators
Despite the tremendous efforts to democratize machine learning, especial...
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02/13/2020
PHOTON – A Python API for Rapid Machine Learning Model Development
This article describes the implementation and use of PHOTON, a high-leve...
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12/13/2019
Systematic Overestimation of Machine Learning Performance in Neuroimaging Studies of Depression
We currently observe a disconcerting phenomenon in machine learning stud...
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11/24/2019
Biological sex classification with structural MRI data shows increased misclassification in transgender women
Transgender individuals show brain structural alterations that differ fr...
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02/13/2018