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"

21 / 21 papers shown

Title
Reason Like a Radiologist: Chain-of-Thought and Reinforcement Learning for Verifiable Report Generation Peiyuan Jing Kinhei Lee Zhenxuan Zhang Huichi Zhou Zhengqing Yuan Zhifan Gao Lei Zhu G. Papanastasiou Yingying Fang Guang Yang MedIm OffRL LRM 68 0 0 25 Apr 2025
A Comparison of Object Detection and Phrase Grounding Models in Chest X-ray Abnormality Localization using Eye-tracking Data Elham Ghelichkhan Tolga Tasdizen 41 0 0 02 Mar 2025
Artificially Generated Visual Scanpath Improves Multi-label Thoracic Disease Classification in Chest X-Ray Images Ashish Verma Aupendu Kar Krishnendu Ghosh S. K. Dhara Debashis Sen P. Biswas MedIm 44 0 0 01 Mar 2025
FG-CXR: A Radiologist-Aligned Gaze Dataset for Enhancing Interpretability in Chest X-Ray Report Generation Trong-Thang Pham Ngoc-Vuong Ho Nhat-Tan Bui T. Phan Patel Brijesh ... Gianfranco Doretto Anh Nguyen Carol C. Wu Hien Nguyen Ngan Le 100 2 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 34 1 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 54 0 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 23 0 0 29 Apr 2024
Improving Medical Multi-modal Contrastive Learning with Expert Annotations Yogesh Kumar Pekka Marttinen MedIm VLM 31 10 0 15 Mar 2024
When Eye-Tracking Meets Machine Learning: A Systematic Review on Applications in Medical Image Analysis Sahar Moradizeyveh Mehnaz Tabassum Sidong Liu Robert Ahadizad Newport Amin Beheshti A. Di Ieva 23 4 0 12 Mar 2024
Vision-Language Models for Medical Report Generation and Visual Question Answering: A Review Iryna Hartsock Ghulam Rasool 49 63 0 04 Mar 2024
CLIP in Medical Imaging: A Comprehensive Survey 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 31 2 0 12 Dec 2023
MENTOR: Human Perception-Guided Pretraining for Increased Generalization Colton R. Crum Adam Czajka 59 1 0 30 Oct 2023
I-AI: A Controllable & Interpretable AI System for Decoding Radiologists' Intense Focus for Accurate CXR Diagnoses Trong-Thang Pham Jacob Brecheisen Anh Nguyen Hien Nguyen Ngan Le 19 11 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 16 1 0 04 Aug 2023
MDF-Net for abnormality detection by fusing X-rays with clinical data Chih-Jou Hsieh Isabel Blanco Nobre Sandra Costa Sousa Chun Ouyang M. Brereton Jacinto C. Nascimento Joaquim A. Jorge Catarina Moreira 18 8 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 32 6 0 06 Feb 2023
Probabilistic Integration of Object Level Annotations in Chest X-ray Classification Tom van Sonsbeek Xiantong Zhen Dwarikanath Mahapatra M. Worring 31 12 0 13 Oct 2022
Localization supervision of chest x-ray classifiers using label-specific eye-tracking annotation Ricardo Bigolin Lanfredi Joyce D. Schroeder Tolga Tasdizen 26 2 0 20 Jul 2022
Making the Most of Text Semantics to Improve Biomedical Vision--Language Processing Benedikt Boecking Naoto Usuyama Shruthi Bannur Daniel Coelho De Castro Anton Schwaighofer ... Tristan Naumann A. Nori Javier Alvarez-Valle Hoifung Poon Ozan Oktay 21 232 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 6 2 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 8 9 0 22 Dec 2021