RadFusion: Benchmarking Performance and Fairness for Multimodal Pulmonary Embolism Detection from CT and EHR

23 November 2021

Papers citing "RadFusion: Benchmarking Performance and Fairness for Multimodal Pulmonary Embolism Detection from CT and EHR"

24 / 24 papers shown

Title
Evaluating and Mitigating Bias in AI-Based Medical Text Generation Xiuying Chen Tairan Wang Juexiao Zhou Zirui Song Xin Gao X. Zhang MedIm 39 1 0 24 Apr 2025
Fair Foundation Models for Medical Image Analysis: Challenges and Perspectives Dilermando Queiroz Anderson Carlos André Anjos Lilian Berton 45 0 0 24 Feb 2025
BadFair: Backdoored Fairness Attacks with Group-conditioned Triggers Jiaqi Xue Qian Lou Mengxin Zheng 31 1 0 23 Oct 2024
FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models Ruinan Jin Zikang Xu Yuan Zhong Qiongsong Yao Qi Dou S. Kevin Zhou Xiaoxiao Li VLM 32 10 0 01 Jul 2024
Fairness and Bias in Multimodal AI: A Survey Tosin P. Adewumi Lama Alkhaled Namrata Gurung G. V. Boven Irene Pagliai 52 9 0 27 Jun 2024
FairCLIP: Harnessing Fairness in Vision-Language Learning Yan Luo Minfei Shi Muhammad Osama Khan Muhammad Muneeb Afzal Hao Huang ... Luo Song Ava Kouhana T. Elze Yi Fang Mengyu Wang VLM 38 30 0 29 Mar 2024
TNF: Tri-branch Neural Fusion for Multimodal Medical Data Classification Tong Zheng Shusaku Sone Yoshitaka Ushiku Yuki Oba Jiaxin Ma 28 0 0 04 Mar 2024
PE-MVCNet: Multi-view and Cross-modal Fusion Network for Pulmonary Embolism Prediction Zhaoxin Guo Zhipeng Wang Ruiquan Ge Jianxun Yu Feiwei Qin Yuan Tian Yuqing Peng Yonghong Li Changmiao Wang 20 3 0 27 Feb 2024
A survey of recent methods for addressing AI fairness and bias in biomedicine Yifan Yang Mingquan Lin Han Zhao Yifan Peng Furong Huang Zhiyong Lu 29 15 0 13 Feb 2024
Review of multimodal machine learning approaches in healthcare "Felix H. Krones Umar Marikkar Guy Parsons Adam Szmul Adam Mahdi 32 27 0 04 Feb 2024
TrojFair: Trojan Fairness Attacks Meng Zheng Jiaqi Xue Yi Sheng Lei Yang Qian Lou Lei Jiang 8 3 0 16 Dec 2023
INSPECT: A Multimodal Dataset for Pulmonary Embolism Diagnosis and Prognosis Shih-Cheng Huang Zepeng Huo E. Steinberg Chia-Chun Chiang M. Lungren Curtis P. Langlotz Serena Yeung Nigam H. Shah Jason Alan Fries LM&MA 27 9 0 17 Nov 2023
PECon: Contrastive Pretraining to Enhance Feature Alignment between CT and EHR Data for Improved Pulmonary Embolism Diagnosis Santosh Sanjeev Salwa K. Al Khatib Mai A. Shaaban Ibrahim Almakky Vijay Ram Papineni Mohammad Yaqub 15 1 0 27 Aug 2023
A scoping review on multimodal deep learning in biomedical images and texts Zhaoyi Sun Mingquan Lin Qingqing Zhu Qianqian Xie Fei-Yue Wang Zhiyong Lu Yifan Peng 26 18 0 14 Jul 2023
Video Pretraining Advances 3D Deep Learning on Chest CT Tasks Alexander Ke Shih-Cheng Huang Chloe P. O'Connell M. Klimont Serena Yeung Pranav Rajpurkar 14 7 0 02 Apr 2023
Preoperative Prognosis Assessment of Lumbar Spinal Surgery for Low Back Pain and Sciatica Patients based on Multimodalities and Multimodal Learning Lichin Chen Jung-Nien Lai Hung-En Lin Hsien-Te Chen Kuo-Hsuan Hung Yu Tsao AI4CE 13 0 0 16 Mar 2023
Mitigating Health Disparities in EHR via Deconfounder Zheng Liu Xiaohan Li Philip Yu CML 44 8 0 28 Oct 2022
MEDFAIR: Benchmarking Fairness for Medical Imaging Yongshuo Zong Yongxin Yang Timothy M. Hospedales OOD 71 58 0 04 Oct 2022
Addressing Fairness Issues in Deep Learning-Based Medical Image Analysis: A Systematic Review Zikang Xu Jun Li Yongshuo Zong Han Li Qingsong Yao S. Kevin Zhou 43 13 0 27 Sep 2022
Understanding Instance-Level Impact of Fairness Constraints Jialu Wang X. Wang Yang Liu TDI FaML 12 33 0 30 Jun 2022
Segmenting across places: The need for fair transfer learning with satellite imagery Miaohui Zhang Harvineet Singh Lazarus Chok R. Chunara 17 13 0 09 Apr 2022
Improving the Fairness of Chest X-ray Classifiers Haoran Zhang Natalie Dullerud Karsten Roth Lauren Oakden-Rayner Stephen R. Pfohl Marzyeh Ghassemi 23 65 0 23 Mar 2022
Algorithm Fairness in AI for Medicine and Healthcare Richard J. Chen Tiffany Y. Chen Jana Lipkova Judy J. Wang Drew F. K. Williamson Ming Y. Lu S. Sahai Faisal Mahmood FaML 73 45 0 01 Oct 2021
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,082 0 24 Oct 2016