PadChest: A large chest x-ray image dataset with multi-label annotated reports

22 January 2019

Papers citing "PadChest: A large chest x-ray image dataset with multi-label annotated reports"

50 / 77 papers shown

Title
On the Interplay of Human-AI Alignment,Fairness, and Performance Trade-offs in Medical Imaging Haozhe Luo Ziyu Zhou Zixin Shu Aurélie Pahud de Mortanges Robert Berke Mauricio Reyes 30 0 0 15 May 2025
Boosting multi-demographic federated learning for chest x-ray analysis using general-purpose self-supervised representations Mahshad Lotfinia Arash Tayebiarasteh Samaneh Samiei Mehdi Joodaki Soroosh Tayebi Arasteh 35 0 0 11 Apr 2025
A Reality Check of Vision-Language Pre-training in Radiology: Have We Progressed Using Text? Julio Silva-Rodríguez Jose Dolz Ismail ben Ayed VLM MedIm 40 0 0 07 Apr 2025
GAIA: A Global, Multi-modal, Multi-scale Vision-Language Dataset for Remote Sensing Image Analysis Angelos Zavras Dimitrios Michail Xiao Xiang Zhu Begüm Demir Ioannis Papoutsis VLM 86 0 0 13 Feb 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Min Zhang LM&MA AILaw 98 155 0 28 Jan 2025
DX2CT: Diffusion Model for 3D CT Reconstruction from Bi or Mono-planar 2D X-ray(s) Yun Su Jeong Hye Bin Yoo Il Yong Chun DiffM MedIm 64 0 0 20 Jan 2025
Libra: Leveraging Temporal Images for Biomedical Radiology Analysis Xi Zhang Zaiqiao Meng Jake Lever Edmond S. L. Ho MedIm 101 1 0 28 Nov 2024
Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data? Che Liu Zhongwei Wan Haozhe Wang Yinda Chen T. Qaiser Chen Jin Fariba Yousefi Nikolay Burlutskiy Rossella Arcucci VLM SyDa LM&MA MedIm 69 2 0 17 Oct 2024
Robust image representations with counterfactual contrastive learning Mélanie Roschewitz Fabio De Sousa Ribeiro Tian Xia G. Khara Ben Glocker OOD MedIm 54 2 0 16 Sep 2024
MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine Yunfei Xie Ce Zhou Lang Gao Juncheng Wu Xianhang Li ... Sheng Liu Lei Xing James Zou Cihang Xie Yuyin Zhou LM&MA MedIm 74 25 0 06 Aug 2024
Shadow and Light: Digitally Reconstructed Radiographs for Disease Classification Benjamin Hou Qingqing Zhu T. Mathai Qiao Jin Zhiyong Lu Ronald M. Summers 14 1 0 06 Jun 2024
Automated Radiology Report Generation: A Review of Recent Advances Phillip Sloan Philip Clatworthy Edwin Simpson Majid Mirmehdi 32 17 0 17 May 2024
Pseudo-Prompt Generating in Pre-trained Vision-Language Models for Multi-Label Medical Image Classification Yaoqin Ye Junjie Zhang Hongwei Shi MedIm VLM 53 0 0 10 May 2024
GREEN: Generative Radiology Report Evaluation and Error Notation Sophie Ostmeier Justin Xu Zhihong Chen Maya Varma Louis Blankemeier ... Arne Edward Michalson Michael E. Moseley Curtis P. Langlotz Akshay S. Chaudhari Jean-Benoit Delbrouck MedIm 48 22 0 06 May 2024
Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability, Composability, and Decomposability from Anatomy via Self-Supervision M. Taher Michael B. Gotway Jianming Liang MedIm 34 5 0 24 Apr 2024
Large-scale Long-tailed Disease Diagnosis on Radiology Images Qiaoyu Zheng Weike Zhao Chaoyi Wu Xiaoman Zhang Lisong Dai Hengyu Guan Yuehua Li Ya Zhang Yanfeng Wang Weidi Xie LM&MA MedIm 40 5 0 26 Dec 2023
Generalized Cross-domain Multi-label Few-shot Learning for Chest X-rays Aroof Aimen Arsh Verma Makarand Tapaswi N. C. Krishnan 35 0 0 08 Sep 2023
Augmenting Chest X-ray Datasets with Non-Expert Annotations Veronika Cheplygina Trine Eriksen Dovile Juodelyte V. Cheplygina Amelia Jiménez-Sánchez 39 3 0 05 Sep 2023
A Foundation Language-Image Model of the Retina (FLAIR): Encoding Expert Knowledge in Text Supervision Julio Silva-Rodríguez H. Chakor Riadh Kobbi Jose Dolz Ismail Ben Ayed VLM MedIm 74 35 0 15 Aug 2023
Ground Truth Or Dare: Factors Affecting The Creation Of Medical Datasets For Training AI H. D. Zając Natalia-Rozalia Avlona T. O. Andersen F. Kensing Irina Shklovski 27 17 0 12 Aug 2023
CheXmask: a large-scale dataset of anatomical segmentation masks for multi-center chest x-ray images Nicolás Gaggion Candelaria Mosquera Lucas Mansilla Julia Mariel Saidman M. Aineseder Diego H. Milone Enzo Ferrante 18 19 0 06 Jul 2023
Joint Dense-Point Representation for Contour-Aware Graph Segmentation Kit M. Bransby Greg Slabaugh Christos Bourantas Qianni Zhang ISeg 16 4 0 21 Jun 2023
Accurate Fine-Grained Segmentation of Human Anatomy in Radiographs via Volumetric Pseudo-Labeling C. Seibold A. Jaus M. Fink Moon S. Kim Simon Reiß Ken Herrmann Jens Kleesiek Rainer Stiefelhagen 33 9 0 06 Jun 2023
How to Train Your CheXDragon: Training Chest X-Ray Models for Transfer to Novel Tasks and Healthcare Systems Cara Van Uden Jeremy Irvin Mars Huang N. Dean J. Carr A. Ng C. Langlotz OOD 32 1 0 13 May 2023
Explainable Knowledge Distillation for On-device Chest X-Ray Classification C. Termritthikun Ayaz Umer Suwichaya Suwanwimolkul Feng Xia Ivan Lee 29 13 0 10 May 2023
Vision-Language Modelling For Radiological Imaging and Reports In The Low Data Regime Rhydian Windsor A. Jamaludin T. Kadir Andrew Zisserman VLM 27 11 0 30 Mar 2023
Knowledge-enhanced Visual-Language Pre-training on Chest Radiology Images Xiaoman Zhang Chaoyi Wu Ya Zhang Yanfeng Wang Weidi Xie MedIm 44 121 0 27 Feb 2023
Advancing Radiograph Representation Learning with Masked Record Modeling Hong-Yu Zhou Chenyu Lian Lian-cheng Wang Yizhou Yu MedIm 38 55 0 30 Jan 2023
Multimodal Explainability via Latent Shift applied to COVID-19 stratification V. Guarrasi L. Tronchin Domenico Albano E. Faiella Deborah Fazzini D. Santucci Paolo Soda 29 22 0 28 Dec 2022
On Evaluating Adversarial Robustness of Chest X-ray Classification: Pitfalls and Best Practices Salah Ghamizi Maxime Cordy Michail Papadakis Yves Le Traon OOD 11 2 0 15 Dec 2022
Significantly Improving Zero-Shot X-ray Pathology Classification via Fine-tuning Pre-trained Image-Text Encoders Jongseong Jang Daeun Kyung Seunghyeon Kim Honglak Lee Kyunghoon Bae Edward Choi LM&MA MedIm 32 10 0 14 Dec 2022
TIER: Text-Image Entropy Regularization for CLIP-style models Anil Palepu Andrew L. Beam MedIm 26 6 0 13 Dec 2022
Private Multi-Winner Voting for Machine Learning Adam Dziedzic Christopher A. Choquette-Choo Natalie Dullerud Vinith Suriyakumar Ali Shahin Shamsabadi Muhammad Ahmad Kaleem S. Jha Nicolas Papernot Xiao Wang 42 1 0 23 Nov 2022
Multi-center anatomical segmentation with heterogeneous labels via landmark-based models Nicolás Gaggion Maria Vakalopoulou Diego H. Milone Enzo Ferrante 33 5 0 14 Nov 2022
CIRCA: comprehensible online system in support of chest X-rays-based COVID-19 diagnosis Wojciech Pra.zuch Aleksandra Suwalska M. Socha J. Tobiasz P. Foszner ... Barbara Gizycka E. Szurowska POLCOVID Study Group M. Marczyk Joanna Polańska 27 1 0 11 Oct 2022
Did You Get What You Paid For? Rethinking Annotation Cost of Deep Learning Based Computer Aided Detection in Chest Radiographs Tae Soo Kim Geonwoon Jang Sanghyup Lee Thijs Kooi 27 7 0 30 Sep 2022
Robustness of an Artificial Intelligence Solution for Diagnosis of Normal Chest X-Rays T. Dyer Jordan Smith G. Dissez N. Tay Q. Malik T. N. Morgan P. Williams Liliana Garcia-Mondragon George Pearse S. Rasalingham OOD 19 2 0 31 Aug 2022
Localization supervision of chest x-ray classifiers using label-specific eye-tracking annotation Ricardo Bigolin Lanfredi Joyce D. Schroeder Tolga Tasdizen 28 2 0 20 Jul 2022
Breaking with Fixed Set Pathology Recognition through Report-Guided Contrastive Training C. Seibold Simon Reiß M. Sarfraz Rainer Stiefelhagen Jens Kleesiek 21 31 0 14 May 2022
A Survey of Deep Learning Techniques for the Analysis of COVID-19 and their usability for Detecting Omicron Asifullah Khan Dr. Saddam Hussain Khan Mahrukh Saif Asiya Batool A. Sohail Muhammad Waleed Khan 43 48 0 13 Feb 2022
CheXstray: Real-time Multi-Modal Data Concordance for Drift Detection in Medical Imaging AI Arjun Soin J. Merkow Jin Long Joseph Paul Cohen Smitha Saligrama Stephen Kaiser Steven Borg Ivan Tarapov M. Lungren OOD 56 15 0 06 Feb 2022
TorchXRayVision: A library of chest X-ray datasets and models Joseph Paul Cohen J. Viviano Paul Bertin Paul Morrison Parsa Torabian ... M. Lungren Akshay S. Chaudhari Rupert Brooks Mohammad Hashir H. Bertrand VLM MedIm 27 121 0 31 Oct 2021
REFLACX, a dataset of reports and eye-tracking data for localization of abnormalities in chest x-rays Ricardo Bigolin Lanfredi Mingyuan Zhang W. Auffermann Jessica Chan Phuong-Anh T. Duong Vivek Srikumar Trafton Drew Joyce D. Schroeder Tolga Tasdizen 16 40 0 29 Sep 2021
Improving Tuberculosis (TB) Prediction using Synthetically Generated Computed Tomography (CT) Images Ashia Lewis Evanjelin Mahmoodi Yuyue Zhou Megan Coffee Elena Sizikova LM&MA 33 9 0 23 Sep 2021
Chest ImaGenome Dataset for Clinical Reasoning Joy T. Wu Nkechinyere N. Agu Ismini Lourentzou Arjun Sharma J. Paguio ... William Mitchell Satyananda Kashyap Andrea Giovannini Leo Anthony Celi Mehdi Moradi 21 65 0 31 Jul 2021
RadGraph: Extracting Clinical Entities and Relations from Radiology Reports Saahil Jain Ashwin Agrawal A. Saporta Steven QH Truong D. Duong ... Yuhao Zhang M. Lungren A. Ng C. Langlotz Pranav Rajpurkar MedIm 26 200 0 28 Jun 2021
Self-supervised Image-text Pre-training With Mixed Data In Chest X-rays Xiaosong Wang Ziyue Xu Leo K. Tam Dong Yang Daguang Xu ViT MedIm 22 23 0 30 Mar 2021
An Empirical Framework for Domain Generalization in Clinical Settings Haoran Zhang Natalie Dullerud Laleh Seyyed-Kalantari Q. Morris Shalmali Joshi Marzyeh Ghassemi OOD AI4CE 29 59 0 20 Mar 2021
Deep Learning for Chest X-ray Analysis: A Survey Ecem Sogancioglu E. Çallı Bram van Ginneken K. G. V. Leeuwen K. Murphy LM&MA 24 317 0 15 Mar 2021
VisualCheXbert: Addressing the Discrepancy Between Radiology Report Labels and Image Labels Saahil Jain Akshay Smit Steven QH Truong C. Nguyen Minh-Thanh Huynh Mudit Jain Victoria A Young A. Ng M. Lungren Pranav Rajpurkar MedIm 19 27 0 23 Feb 2021