Application of Multimodal Data and Artificial Intelligence in Pulmonary Diseases

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ORIGINAL RESEARCH

Published on 18 Aug 2025

Prognostic impact of angiotensin-converting enzyme inhibitors and dexmedetomidine in acute respiratory distress syndrome: a MIMIC-IV-based retrospective cohort analysis

Qingli Hong
Xiaozan Yang
Huahong Yang
Xuanzhao Zhou
Jiaqi Tang
Zhongmei Wen

doi 10.3389/fmed.2025.1601565

149 views

ORIGINAL RESEARCH

Published on 23 Jul 2025

Association of gastroesophageal reflux disease with the incidence of pulmonary disease

Xin Wang
Yan Wang
Yijie Bu
Yu Liu
Sheng Gong
Guowei Che

doi 10.3389/fcell.2025.1552126

1,605 views

ORIGINAL RESEARCH

Published on 21 Jul 2025

DCAI: a dual cross-attention integration framework for benign-malignant classification of pulmonary nodules

Shuling Wang
Suixue Wang
Rongdao Sun

doi 10.3389/fmed.2025.1636008

782 views

ORIGINAL RESEARCH

Published on 11 Jul 2025

COPD-MMDDxNet: a multimodal deep learning framework for accurate COPD diagnosis using electronic medical records

Yuanyuan Yi
Lei Shi
Haoran Liu
Mingyu Wang
Min Feng
Yanxia Li

doi 10.3389/fmed.2025.1601736

1,143 views

ORIGINAL RESEARCH

Published on 18 Jun 2025

Validation of the Somnolyzer 24×7 automatic scoring system in children with suspected obstructive sleep apnea

Ignacio Boira
Violeta Esteban
José Norberto Sancho-Chust
Esther Pastor
Paula Fernández-Martínez
Anastasiya Torba
Eusebi Chiner

doi 10.3389/fmed.2025.1617530

658 views

REVIEW

Accepted on 10 Jun 2025

Tuberculosis Diagnosis Using Artificial Intelligence: Current Trends and Future Prospects

Onesime Onesime Mbulayi
Saint-Jean DJUNGU
Loukia AKETI
Mohammed Amine KOULALI
Hanae AZZAOUI
Rim KOULALI
Mohammed El Mzibri
Imane Chaoui
Yahya TAYALATI

doi 10.3389/fmed.2025.1569615

670 views

ORIGINAL RESEARCH

Published on 07 May 2025

Machine learning models for predicting survival in lung cancer patients undergoing microwave ablation

Yufan Liu
Zihang Wang
Xiaowen Cao
Miaoyan Liu
Lou Zhong

doi 10.3389/fmed.2025.1561083

1,040 views

ORIGINAL RESEARCH

Published on 17 Apr 2025

Integrating differential privacy in deep reinforcement learning for sepsis treatment with pulmonary implications

Shuling Wang
Feng Yang
Suixue Wang
Rongdao Sun

doi 10.3389/fmed.2025.1590824

704 views

REVIEW

Published on 27 Mar 2025

Research progress of artificial intelligence and machine learning in pulmonary embolism

Yue Li
Limin Zhang
Haoran Liu
Yanxia Li
Zhuo Liu

doi 10.3389/fmed.2025.1577559

1,773 views

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Frontiers in Medicine

Pulmonary Medicine

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Articles

Prognostic impact of angiotensin-converting enzyme inhibitors and dexmedetomidine in acute respiratory distress syndrome: a MIMIC-IV-based retrospective cohort analysis

Association of gastroesophageal reflux disease with the incidence of pulmonary disease

DCAI: a dual cross-attention integration framework for benign-malignant classification of pulmonary nodules

COPD-MMDDxNet: a multimodal deep learning framework for accurate COPD diagnosis using electronic medical records

Validation of the Somnolyzer 24×7 automatic scoring system in children with suspected obstructive sleep apnea

Tuberculosis Diagnosis Using Artificial Intelligence: Current Trends and Future Prospects

Machine learning models for predicting survival in lung cancer patients undergoing microwave ablation

Integrating differential privacy in deep reinforcement learning for sepsis treatment with pulmonary implications

Research progress of artificial intelligence and machine learning in pulmonary embolism

Frontiers in Medicine

Pulmonary Medicine