Advancements in Multimodal Data Analysis for Lung Tumor Diagnosis

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ORIGINAL RESEARCH

Published on 04 Mar 2025

Construction of a risk screening and visualization system for pulmonary nodule in physical examination population based on feature self-recognition machine learning model

Fang Tian
Yongchun Lin
Liangjiao Wang
Fei Fang
Kaiwen Hou

doi 10.3389/fmed.2024.1424750

373 views

ORIGINAL RESEARCH

Published on 12 Feb 2025

MAEMC-NET: a hybrid self-supervised learning method for predicting the malignancy of solitary pulmonary nodules from CT images

Tianhu Zhao
Yong Yue
Hang Sun
Jingxu Li
Yanhua Wen
Yudong Yao
Wei Qian
Yubao Guan
Shouliang Qi

doi 10.3389/fmed.2025.1507258

414 views

CASE REPORT

Published on 05 Feb 2025

Case report: Primary cardiac synovial sarcoma with suspected connective tissue disease diagnosed by EBUS-TBMB

Yanmei Feng
Chunxia Wu
Jing Chi
Linying Li
Pu Wang
Rui Guo

doi 10.3389/fmed.2025.1515233

335 views

ORIGINAL RESEARCH

Published on 24 Jan 2025

Gene mutation in diabetic patients with lung adenocarcinoma: a real-world retrospective cohort study

Lei Yang
Yang Hong
TingTing Zeng
HongMei Yue
DePeng Jiang

doi 10.3389/fmed.2025.1460956

490 views

ORIGINAL RESEARCH

Published on 19 Nov 2024

Comprehensive analysis of the diagnostic and therapeutic value, immune infiltration, and drug treatment mechanisms of GTSE1 in lung adenocarcinoma

Guanqiang Yan
Jingxiao Li
Xiang Gao
Jun Liu
Guiyu Feng
Yue Li
Huafu Zhou

doi 10.3389/fmed.2024.1433601

771 views

BRIEF RESEARCH REPORT

Published on 18 Nov 2024

ILDIM-MFAM: interstitial lung disease identification model with multi-modal fusion attention mechanism

Bin Zhong
Runan Zhang
Shuixiang Luo
Jie Zheng

doi 10.3389/fmed.2024.1446936

590 views

ORIGINAL RESEARCH

Published on 23 Oct 2024

Investigating the role of disulfidptosis related genes in radiotherapy resistance of lung adenocarcinoma

Xiaoxia Pan
Hongyan Qian
Zhouna Sun
Qiong Yi
Ying Liu
Gangzhi Lan
Jia Chen
Gaoren Wang

doi 10.3389/fmed.2024.1473080

1,160 views

ORIGINAL RESEARCH

Published on 12 Aug 2024

A non-enhanced CT-based deep learning diagnostic system for COVID-19 infection at high risk among lung cancer patients

Tianming Du
Yihao Sun
Xinghao Wang
Tao Jiang
Ning Xu
Zeyd Boukhers
Marcin Grzegorzek
Hongzan Sun
Chen Li

doi 10.3389/fmed.2024.1444708

812 views

ORIGINAL RESEARCH

Published on 28 May 2024

Three-year follow-up study reveals improved survival rate in NSCLC patients underwent guideline-concordant diagnosis and treatment

Huijuan Mu
Xing Yang
Yanxia Li
Bingzheng Zhou
Li Liu
Minmin Zhang
Qihao Wang
Qian Chen
Lingjun Yan
1 more
Guowei Pan

doi 10.3389/fonc.2024.1382197

766 views
1 citation

ORIGINAL RESEARCH

Published on 10 May 2024

Endobronchial ultrasound-guided transbronchial needle aspiration for diagnosing thoracic lesions: a retrospective cohort study

Huibin Liao
Miaojuan Zhu
Ru Li
DeXin Wang
Dan Xiao
Yifei Chen
Zhenshun Cheng

doi 10.3389/fmed.2024.1383600

1,025 views

REVIEW

Published on 30 Jan 2024

Research in the application of artificial intelligence to lung cancer diagnosis

Wenjuan Liu
Nan Shen
Limin Zhang
Xiaoxi Wang
Bainan Chen
Zhuo Liu
Chao Yang

doi 10.3389/fmed.2024.1343485

3,975 views
5 citations

ORIGINAL RESEARCH

Published on 28 Sep 2023

SW-UNet: a U-Net fusing sliding window transformer block with CNN for segmentation of lung nodules

Jiajun Ma
Gang Yuan
Chenhua Guo
Xiaoming Gang
Minting Zheng

doi 10.3389/fmed.2023.1273441

2,200 views
9 citations

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Frontiers in Medicine

Pulmonary Medicine

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Articles

Construction of a risk screening and visualization system for pulmonary nodule in physical examination population based on feature self-recognition machine learning model

MAEMC-NET: a hybrid self-supervised learning method for predicting the malignancy of solitary pulmonary nodules from CT images

Case report: Primary cardiac synovial sarcoma with suspected connective tissue disease diagnosed by EBUS-TBMB

Gene mutation in diabetic patients with lung adenocarcinoma: a real-world retrospective cohort study

Comprehensive analysis of the diagnostic and therapeutic value, immune infiltration, and drug treatment mechanisms of GTSE1 in lung adenocarcinoma

ILDIM-MFAM: interstitial lung disease identification model with multi-modal fusion attention mechanism

Investigating the role of disulfidptosis related genes in radiotherapy resistance of lung adenocarcinoma

A non-enhanced CT-based deep learning diagnostic system for COVID-19 infection at high risk among lung cancer patients

Three-year follow-up study reveals improved survival rate in NSCLC patients underwent guideline-concordant diagnosis and treatment

Endobronchial ultrasound-guided transbronchial needle aspiration for diagnosing thoracic lesions: a retrospective cohort study

Research in the application of artificial intelligence to lung cancer diagnosis

SW-UNet: a U-Net fusing sliding window transformer block with CNN for segmentation of lung nodules

Frontiers in Medicine

Pulmonary Medicine