Dice Coefficient | List of Frontiers open access articles

Original Research

Published on 14 Oct 2022

A novel 3D deep learning model to automatically demonstrate renal artery segmentation and its validation in nephron-sparing surgery

in Surgical Oncology

Shaobo Zhang
Guanyu Yang
Jian Qian
Xiaomei Zhu
Jie Li
Pu Li
Yuting He
Yi Xu
Pengfei Shao
Zengjun Wang

Frontiers in Oncology

doi 10.3389/fonc.2022.997911

3,644 views
7 citations

Original Research

Published on 16 Nov 2021

Voxel-Wise Adversarial FiboNet for 3D Cerebrovascular Segmentation on Magnetic Resonance Angiography Images

in Brain Imaging Methods

Bin Guo
Fugen Zhou
Bo Liu
Xiangzhi Bai

Frontiers in Neuroscience

doi 10.3389/fnins.2021.756536

2,918 views
2 citations

Original Research

Published on 13 Dec 2024

Deep learning-based multiclass segmentation in aneurysmal subarachnoid hemorrhage

in Artificial Intelligence in Neurology

Julia Kiewitz
Orhun Utku Aydin
Adam Hilbert
Marie Gultom
Anouar Nouri
Ahmed A. Khalil
Peter Vajkoczy
Satoru Tanioka
Fujimaro Ishida
Nora F. Dengler

Frontiers in Neurology

doi 10.3389/fneur.2024.1490216

2,953 views
7 citations

Original Research

Published on 27 Nov 2024

Language task-based fMRI analysis using machine learning and deep learning

in Artificial Intelligence in Radiology

Elaine Kuan
Viktor Vegh
John Phamnguyen
Kieran O’Brien
Amanda Hammond
David Reutens

Frontiers in Radiology

doi 10.3389/fradi.2024.1495181

4,704 views
1 citation

Original Research

Published on 08 Feb 2024

Deep learning-assisted ultrasonic diagnosis of cervical lymph node metastasis of thyroid cancer: a retrospective study of 3059 patients

in Head and Neck Cancer

Hai Na Zhao
Hao Yin
Jing Yan Liu
Lin Lin Song
Yu Lan Peng
Bu Yun Ma

Frontiers in Oncology

doi 10.3389/fonc.2024.1204987

3,064 views
9 citations

Original Research

Published on 17 Jan 2025

Automatic etiological classification of stroke thrombus digital photographs using a deep learning model

in Stroke

Álvaro Lucero-Garófano
Alicia Aliena-Valero
Isabel Vielba-Gómez
Irene Escudero-Martínez
Lluís Morales-Caba
Fernando Aparici-Robles
Diana L. Tarruella Hernández
Gerardo Fortea
José I. Tembl
Juan B. Salom

Frontiers in Neurology

doi 10.3389/fneur.2025.1534845

2,413 views
1 citation

Original Research

Published on 08 Feb 2023

Deep learning-based algorithm improves radiologists’ performance in lung cancer bone metastases detection on computed tomography

in Surgical Oncology

Tongtong Huo
Yi Xie
Ying Fang
Ziyi Wang
Pengran Liu
Yuyu Duan
Jiayao Zhang
Honglin Wang
Mingdi Xue
Songxiang Liu

Frontiers in Oncology

doi 10.3389/fonc.2023.1125637

4,209 views
24 citations

Original Research

Published on 02 Mar 2022

RDAU-Net: Based on a Residual Convolutional Neural Network With DFP and CBAM for Brain Tumor Segmentation

in Cancer Imaging and Image-directed Interventions

Jingjing Wang
Zishu Yu
Zhenye Luan
Jinwen Ren
Yanhua Zhao
Gang Yu

Frontiers in Oncology

doi 10.3389/fonc.2022.805263

4,676 views
27 citations

Original Research

Published on 05 May 2023

Deep-learning-based automatic segmentation and classification for craniopharyngiomas

in Neuro-Oncology and Neurosurgical Oncology

Xiaorong Yan
Bingquan Lin
Jun Fu
Shuo Li
He Wang
Wenjian Fan
Yanghua Fan
Ming Feng
Renzhi Wang
Jun Fan

Frontiers in Oncology

doi 10.3389/fonc.2023.1048841

3,846 views
10 citations

Original Research

Published on 03 Oct 2022

Deep learning-based computed tomography image segmentation and volume measurement of intracerebral hemorrhage

in Brain Imaging Methods

Qi Peng
Xingcai Chen
Chao Zhang
Wenyan Li
Jingjing Liu
Tingxin Shi
Yi Wu
Hua Feng
Yongjian Nian
Rong Hu

Frontiers in Neuroscience

doi 10.3389/fnins.2022.965680

5,643 views
13 citations

Original Research

Published on 14 Feb 2023

Measurement method of tear meniscus height based on deep learning

in Ophthalmology

Cheng Wan
Rongrong Hua
Ping Guo
Peijie Lin
Jiantao Wang
Weihua Yang
Xiangqian Hong

Frontiers in Medicine

doi 10.3389/fmed.2023.1126754

13,831 views
20 citations

Methods

Published on 25 Apr 2018

Better Diffusion Segmentation in Acute Ischemic Stroke Through Automatic Tree Learning Anomaly Segmentation

Jens K. Boldsen
Thorbjørn S. Engedal
Salvador Pedraza
Tae-Hee Cho
Götz Thomalla
Norbert Nighoghossian
Jean-Claude Baron
Jens Fiehler
Leif Østergaard
Kim Mouridsen

Frontiers in Neuroinformatics

doi 10.3389/fninf.2018.00021

7,110 views
42 citations

Original Research

Published on 03 Aug 2016

Comparison of Automated Atlas-Based Segmentation Software for Postoperative Prostate Cancer Radiotherapy

in Genitourinary Oncology

Grégory Delpon
Alexandre Escande
Timothée Ruef
Julien Darréon
Jimmy Fontaine
Caroline Noblet
Stéphane Supiot
Thomas Lacornerie
David Pasquier

Frontiers in Oncology

doi 10.3389/fonc.2016.00178

12,185 views
88 citations

Original Research

Published on 15 Dec 2023

Realizing in-house algorithm-driven free fibula flap set up within 24 hours: a pilot study evaluating accuracy with open-source tools

in Reconstructive and Plastic Surgery

Andreas Vollmer
Babak Saravi
Niko Breitenbuecher
Urs Mueller-Richter
Anton Straub
Luka Šimić
Alexander Kübler
Michael Vollmer
Sebastian Gubik
Julian Volland

Frontiers in Surgery

doi 10.3389/fsurg.2023.1321217

2,693 views
4 citations

Original Research

Published on 03 Aug 2022

Reduction of inter-observer variability using MRI and CT fusion in delineating of primary tumor for radiotherapy in lung cancer with atelectasis

in Thoracic Oncology

Hongjiao Zhang
Chengrui Fu
Min Fan
Liyong Lu
Yiru Chen
Chengxin Liu
Hongfu Sun
Qian Zhao
Dan Han
Baosheng Li

Frontiers in Oncology

doi 10.3389/fonc.2022.841771

3,071 views
12 citations

Original Research

Published on 03 Mar 2023

Edge-enhancement cascaded network for lung lobe segmentation based on CT images

in Medical Physics and Imaging

Nan Bao
Ye Yuan
Qingyao Luo
Qiankun Li
Li-Bo Zhang

Frontiers in Physics

doi 10.3389/fphy.2023.1098756

3,595 views
3 citations

Articles

A novel 3D deep learning model to automatically demonstrate renal artery segmentation and its validation in nephron-sparing surgery

Voxel-Wise Adversarial FiboNet for 3D Cerebrovascular Segmentation on Magnetic Resonance Angiography Images

Deep learning-based multiclass segmentation in aneurysmal subarachnoid hemorrhage

Language task-based fMRI analysis using machine learning and deep learning

Deep learning-assisted ultrasonic diagnosis of cervical lymph node metastasis of thyroid cancer: a retrospective study of 3059 patients

Automatic etiological classification of stroke thrombus digital photographs using a deep learning model

Deep learning-based algorithm improves radiologists’ performance in lung cancer bone metastases detection on computed tomography

RDAU-Net: Based on a Residual Convolutional Neural Network With DFP and CBAM for Brain Tumor Segmentation

Deep-learning-based automatic segmentation and classification for craniopharyngiomas

Deep learning-based computed tomography image segmentation and volume measurement of intracerebral hemorrhage

Measurement method of tear meniscus height based on deep learning

Better Diffusion Segmentation in Acute Ischemic Stroke Through Automatic Tree Learning Anomaly Segmentation

Comparison of Automated Atlas-Based Segmentation Software for Postoperative Prostate Cancer Radiotherapy

Realizing in-house algorithm-driven free fibula flap set up within 24 hours: a pilot study evaluating accuracy with open-source tools

Reduction of inter-observer variability using MRI and CT fusion in delineating of primary tumor for radiotherapy in lung cancer with atelectasis

Edge-enhancement cascaded network for lung lobe segmentation based on CT images