Tag : Segmentation

AI/ML

A multistep deep learning framework for the automated detection and segmentation of astrocytes in fluorescent images of brain tissue.

Newsemia
Related Articles A multistep deep learning framework for the automated detection and segmentation of astrocytes in fluorescent images of brain tissue. Sci Rep. 2020 03...
AI/ML

Deep pancreas segmentation with uncertain regions of shadowed sets.

Newsemia
Related Articles Deep pancreas segmentation with uncertain regions of shadowed sets. Magn Reson Imaging. 2020 05;68:45-52 Authors: Zheng H, Chen Y, Yue X, Ma C,...
AI/ML

Convolutional Neural Networks enable efficient, accurate and fine-grained segmentation of plant species and communities from high-resolution UAV imagery.

Newsemia
Related Articles Convolutional Neural Networks enable efficient, accurate and fine-grained segmentation of plant species and communities from high-resolution UAV imagery. Sci Rep. 2019 11 27;9(1):17656...
AI/ML

Deep Learning on chromatographic data for Segmentation and Sensitive Analysis.

Newsemia
Related Articles Deep Learning on chromatographic data for Segmentation and Sensitive Analysis. J Chromatogr A. 2020 Nov 05;1634:461680 Authors: Qin Q, Wang K, Xu H, Cao...
AI/ML

Natural history of pathologically confirmed pulmonary subsolid nodules with deep learning-assisted nodule segmentation.

Newsemia
Related Articles Natural history of pathologically confirmed pulmonary subsolid nodules with deep learning-assisted nodule segmentation. Eur Radiol. 2020 Nov 21;: Authors: Qi LL, Wang JW,...
AI/ML

Deep Learning Methods for Lung Cancer Segmentation in Whole-slide Histopathology Images – the ACDC@LungHP Challenge 2019.

Newsemia
Related Articles Deep Learning Methods for Lung Cancer Segmentation in Whole-slide Histopathology Images – the ACDC@LungHP Challenge 2019. IEEE J Biomed Health Inform. 2020 Nov...
AI/ML

Comparison of Prostate MRI Lesion Segmentation Agreement Between Multiple Radiologists and a Fully Automatic Deep Learning System.

Newsemia
Related Articles Comparison of Prostate MRI Lesion Segmentation Agreement Between Multiple Radiologists and a Fully Automatic Deep Learning System. Rofo. 2020 Nov 19;: Authors: Schelb...
AI/ML

Multi-task edge-recalibrated network for male pelvic multi-organ segmentation on CT images.

Newsemia
Related Articles Multi-task edge-recalibrated network for male pelvic multi-organ segmentation on CT images. Phys Med Biol. 2020 Nov 16;: Authors: Tong N, Gou S, Chen...
AI/ML

A sparse deep learning approach for automatic segmentation of human vasculature in multispectral optoacoustic tomography.

Newsemia
Related Articles A sparse deep learning approach for automatic segmentation of human vasculature in multispectral optoacoustic tomography. Photoacoustics. 2020 Dec;20:100203 Authors: Chlis NK, Karlas A,...
AI/ML

Deep-learning-assisted detection and segmentation of rib fractures from CT scans: Development and validation of FracNet.

Newsemia
Related Articles Deep-learning-assisted detection and segmentation of rib fractures from CT scans: Development and validation of FracNet. EBioMedicine. 2020 Nov 10;62:103106 Authors: Jin L, Yang...
AI/ML

NucleiSegNet: Robust deep learning architecture for the nuclei segmentation of liver cancer histopathology images.

Newsemia
Related Articles NucleiSegNet: Robust deep learning architecture for the nuclei segmentation of liver cancer histopathology images. Comput Biol Med. 2020 Nov 03;128:104075 Authors: Lal S,...
AI/ML

Deep learning segmentation of major vessels in X-ray coronary angiography.

Newsemia
Related Articles Deep learning segmentation of major vessels in X-ray coronary angiography. Sci Rep. 2019 11 15;9(1):16897 Authors: Yang S, Kweon J, Roh JH, Lee...
AI/ML

Data augmentation using generative adversarial networks (CycleGAN) to improve generalizability in CT segmentation tasks.

Newsemia
Related Articles Data augmentation using generative adversarial networks (CycleGAN) to improve generalizability in CT segmentation tasks. Sci Rep. 2019 11 15;9(1):16884 Authors: Sandfort V, Yan...
AI/ML

Automatic segmentation using deep learning to enable online dose optimization during adaptive radiotherapy of cervical cancer.

Newsemia
Related Articles Automatic segmentation using deep learning to enable online dose optimization during adaptive radiotherapy of cervical cancer. Int J Radiat Oncol Biol Phys. 2020...
AI/ML

A Benchmark for Studying Diabetic Retinopathy: Segmentation, Grading, and Transferability.

Newsemia
Related Articles A Benchmark for Studying Diabetic Retinopathy: Segmentation, Grading, and Transferability. IEEE Trans Med Imaging. 2020 Nov 12;PP: Authors: Zhou Y, Wang B, Huang...
Cardiology

Image Segmentation of the Ventricular Septum in Fetal Cardiac Ultrasound Videos Based on Deep Learning Using Time-Series Information.

Newsemia
Related Articles Image Segmentation of the Ventricular Septum in Fetal Cardiac Ultrasound Videos Based on Deep Learning Using Time-Series Information. Biomolecules. 2020 Nov 08;10(11): Authors:...
AI/ML

IDRiD: Diabetic Retinopathy – Segmentation and Grading Challenge.

Newsemia
Related Articles IDRiD: Diabetic Retinopathy – Segmentation and Grading Challenge. Med Image Anal. 2020 01;59:101561 Authors: Porwal P, Pachade S, Kokare M, Deshmukh G, Son...
AI/ML

Deep learning-enabled multi-organ segmentation in whole-body mouse scans.

Newsemia
Related Articles Deep learning-enabled multi-organ segmentation in whole-body mouse scans. Nat Commun. 2020 Nov 06;11(1):5626 Authors: Schoppe O, Pan C, Coronel J, Mai H, Rong...
AI/ML

Robustness study of noisy annotation in deep learning based medical image segmentation.

Newsemia
Related Articles Robustness study of noisy annotation in deep learning based medical image segmentation. Phys Med Biol. 2020 08 27;65(17):175007 Authors: Yu S, Chen M,...

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