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Cai4cai: the rise of contextual artificial intelligence in computer-assisted interventions
Data-driven computational approaches have evolved to enable extraction of information
from medical images with reliability, accuracy, and speed, which is already transforming …
from medical images with reliability, accuracy, and speed, which is already transforming …
Image compositing for segmentation of surgical tools without manual annotations
LC Garcia-Peraza-Herrera, L Fidon… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Producing manual, pixel-accurate, image segmentation labels is tedious and time-
consuming. This is often a rate-limiting factor when large amounts of labeled images are …
consuming. This is often a rate-limiting factor when large amounts of labeled images are …
In silico simulation: a key enabling technology for next-generation intelligent surgical systems
To mitigate the challenges of operating through narrow incisions under image guidance,
there is a desire to develop intelligent systems that assist decision making and spatial …
there is a desire to develop intelligent systems that assist decision making and spatial …
Lung nodule detection in chest X-rays using synthetic ground-truth data comparing CNN-based diagnosis to human performance
M Schultheiss, P Schmette, J Bodden, J Aichele… - Scientific Reports, 2021 - nature.com
We present a method to generate synthetic thorax radiographs with realistic nodules from
CT scans, and a perfect ground truth knowledge. We evaluated the detection performance of …
CT scans, and a perfect ground truth knowledge. We evaluated the detection performance of …
Target-independent domain adaptation for WBC classification using generative latent search
Automating the classification of camera-obtained microscopic images of White Blood Cells
(WBCs) and related cell subtypes has assumed importance since it aids the laborious …
(WBCs) and related cell subtypes has assumed importance since it aids the laborious …
Automated detection of critical findings in multi-parametric brain MRI using a system of 3D neural networks
With the rapid growth and increasing use of brain MRI, there is an interest in automated
image classification to aid human interpretation and improve workflow. We aimed to train a …
image classification to aid human interpretation and improve workflow. We aimed to train a …
C-arm positioning for spinal standard projections in different intra-operative settings
Trauma and orthopedic surgeries that involve fluoroscopic guidance crucially depend on the
acquisition of correct anatomy-specific standard projections for monitoring and evaluating …
acquisition of correct anatomy-specific standard projections for monitoring and evaluating …
[HTML][HTML] C-arm positioning for standard projections during spinal implant placement
Fluoroscopy-guided trauma and orthopedic surgeries involve the repeated acquisition of
correct anatomy-specific standard projections for guidance, monitoring, and evaluating the …
correct anatomy-specific standard projections for guidance, monitoring, and evaluating the …
Classification of seeds using domain randomization on self-supervised learning frameworks
V Margapuri, M Neilsen - 2021 IEEE Symposium Series on …, 2021 - ieeexplore.ieee.org
The first step toward Seed Certification, a mechanism to ensure high quality of the seed and
propagate materials of superior adapted crop varieties is the identification of seed type. A …
propagate materials of superior adapted crop varieties is the identification of seed type. A …
Seed phenoty** on neural networks using domain randomization and transfer learning
V Margapuri, M Neilsen - 2021 ASABE Annual International …, 2021 - elibrary.asabe.org
Seed phenoty** is the idea of analyzing the morphometric characteristics of a seed to
predict the behavior of the seed in terms of development, tolerance and yield in various …
predict the behavior of the seed in terms of development, tolerance and yield in various …