v1v2v3 (latest)

REFLACX, a dataset of reports and eye-tracking data for localization of abnormalities in chest x-rays

29 September 2021

Ricardo Bigolin Lanfredi

Papers citing "REFLACX, a dataset of reports and eye-tracking data for localization of abnormalities in chest x-rays"

22 / 22 papers shown

Title
Eyes on the Image: Gaze Supervised Multimodal Learning for Chest X-ray Diagnosis and Report Generation Tanjim Islam Riju Shuchismita Anwar Saman Sarker Joy Farig Sadeque Swakkhar Shatabda MedIm 47 0 0 18 Aug 2025
Reason Like a Radiologist: Chain-of-Thought and Reinforcement Learning for Verifiable Report Generation Peiyuan Jing Kinhei Lee Zhenxuan Zhang Weihang Deng Zhengqing Yuan Zhifan Gao Lei Zhu G. Papanastasiou D. C. Marshall Guang Yang MedIm OffRL LRM 173 3 0 25 Apr 2025
A Comparison of Object Detection and Phrase Grounding Models in Chest X-ray Abnormality Localization using Eye-tracking DataIEEE International Symposium on Biomedical Imaging (ISBI), 2025 Elham Ghelichkhan Tolga Tasdizen 116 0 0 02 Mar 2025
Artificially Generated Visual Scanpath Improves Multi-label Thoracic Disease Classification in Chest X-Ray ImagesIEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2025 Ashish Verma Aupendu Kar Krishnendu Ghosh S. K. Dhara Debashis Sen P. Biswas MedIm 121 1 0 01 Mar 2025
FG-CXR: A Radiologist-Aligned Gaze Dataset for Enhancing Interpretability in Chest X-Ray Report GenerationAsian Conference on Computer Vision (ACCV), 2024 Trong-Thang Pham Ngoc-Vuong Ho Nhat-Tan Bui T. Phan Patel Brijesh ... Gianfranco Doretto Anh Nguyen Carol C. Wu Hien Nguyen Ngan Le 237 7 0 23 Nov 2024
RadGazeGen: Radiomics and Gaze-guided Medical Image Generation using Diffusion Models Moinak Bhattacharya Gagandeep Singh Shubham Jain Prateek Prasanna MedIm DiffM 183 3 0 01 Oct 2024
DALL-M: Context-Aware Clinical Data Augmentation with LLMs Chihcheng Hsieh Catarina Moreira Isabel Blanco Nobre Sandra Costa Sousa Chun Ouyang M. Brereton Joaquim A. Jorge Jacinto C. Nascimento 203 1 0 11 Jul 2024
Decoding Radiologists' Intentions: A Novel System for Accurate Region Identification in Chest X-ray Image Analysis Akash Awasthi Safwan Ahmad Bryant Le Hien Nguyen 81 2 0 29 Apr 2024
Improving Medical Multi-modal Contrastive Learning with Expert AnnotationsEuropean Conference on Computer Vision (ECCV), 2024 Yogesh Kumar Pekka Marttinen MedIm VLM 175 18 0 15 Mar 2024
When Eye-Tracking Meets Machine Learning: A Systematic Review on Applications in Medical Image Analysis Sahar Moradizeyveh Mehnaz Tabassum A. Srinivasan Robert Ahadizad Newport Amin Beheshti A. Di Ieva 146 7 0 12 Mar 2024
Vision-Language Models for Medical Report Generation and Visual Question Answering: A Review Iryna Hartsock Ghulam Rasool 174 142 0 04 Mar 2024
CLIP in Medical Imaging: A Comprehensive SurveyMedical Image Analysis (MIA), 2023 Zihao Zhao Yuxiao Liu Han Wu Yonghao Li Sheng Wang L. Teng Disheng Liu Zhiming Cui Qian Wang Dinggang Shen CLIP MedIm LM&MA VLM 327 27 0 12 Dec 2023
MENTOR: Human Perception-Guided Pretraining for Increased GeneralizationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Colton R. Crum Adam Czajka 209 2 0 30 Oct 2023
I-AI: A Controllable & Interpretable AI System for Decoding Radiologists' Intense Focus for Accurate CXR DiagnosesIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Trong-Thang Pham Jacob Brecheisen Anh Nguyen Hien Nguyen Ngan Le 109 16 0 24 Sep 2023
Discrimination of Radiologists Utilizing Eye-Tracking Technology and Machine Learning: A Case Study S. Martinez Carolina Ramirez-Tamayo Syed Hasib Akhter Faruqui K. Clark A. Alaeddini Nicholas M. Czarnek Aarushi Aggarwal Sahra Emamzadeh J. Mock E. Golob 41 1 0 04 Aug 2023
MDF-Net for abnormality detection by fusing X-rays with clinical dataScientific Reports (Sci Rep), 2023 Chih-Jou Hsieh Isabel Blanco Nobre Sandra Costa Sousa Chun Ouyang M. Brereton Jacinto C. Nascimento Joaquim A. Jorge Catarina Moreira 89 13 0 26 Feb 2023
Integrating Eye-Gaze Data into CXR DL Approaches: A Preliminary study André Luís Chih-Jou Hsieh Isabel Blanco Nobre Sandra Costa Sousa Anderson Maciel Catarina Moreira Joaquim A. Jorge 127 8 0 06 Feb 2023
Probabilistic Integration of Object Level Annotations in Chest X-ray ClassificationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Tom van Sonsbeek Xiantong Zhen Dwarikanath Mahapatra M. Worring 116 15 0 13 Oct 2022
Localization supervision of chest x-ray classifiers using label-specific eye-tracking annotationFrontiers in Radiology (Front. Radiol.), 2022 Ricardo Bigolin Lanfredi Joyce D. Schroeder Tolga Tasdizen 139 3 0 20 Jul 2022
Making the Most of Text Semantics to Improve Biomedical Vision--Language ProcessingEuropean Conference on Computer Vision (ECCV), 2022 Benedikt Boecking Naoto Usuyama Shruthi Bannur Daniel Coelho De Castro Anton Schwaighofer ... Tristan Naumann A. Nori Javier Alvarez-Valle Hoifung Poon Ozan Oktay 195 319 0 21 Apr 2022
Improving X-ray Diagnostics through Eye-Tracking and XR Catarina Moreira Isabel Blanco Nobre Sandra Costa Sousa João Pereira Joaquim A. Jorge 70 3 0 03 Mar 2022
Comparing radiologists' gaze and saliency maps generated by interpretability methods for chest x-rays Ricardo Bigolin Lanfredi Ambuj Arora Trafton Drew Joyce D. Schroeder Tolga Tasdizen MedIm 60 11 0 22 Dec 2021