v1v2 (latest)

NegBio: a high-performance tool for negation and uncertainty detection in radiology reports

16 December 2017

Xiaosong Wang

Papers citing "NegBio: a high-performance tool for negation and uncertainty detection in radiology reports"

50 / 92 papers shown

Title
VLM-KG: Multimodal Radiology Knowledge Graph Generation Abdullah Abdullah Seong Tae Kim 87 0 0 13 May 2025
IP-CRR: Information Pursuit for Interpretable Classification of Chest Radiology Reports Yuyan Ge Kwan Ho Ryan Chan Pablo Messina René Vidal 62 0 0 30 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 88 0 0 07 Apr 2025
Annotating Scientific Uncertainty: A comprehensive model using linguistic patterns and comparison with existing approaches Panggih Kusuma Ningrum Philipp Mayr N. Smirnova Iana Atanassova UQLM 85 1 0 14 Mar 2025
CoRPA: Adversarial Image Generation for Chest X-rays Using Concept Vector Perturbations and Generative Models Amy Rafferty Rishi Ramaesh Ajitha Rajan MedIm AAML 147 0 0 04 Feb 2025
Neuradicon: operational representation learning of neuroimaging reports Henry Watkins Robert J. Gray Adam Julius Y. Mah W. H. Pinaya ... Jorge M. Cardoso Sebastien Ourselin Geraint Rees Rolf Jaeger P. Nachev MedIm 495 3 0 20 Jan 2025
VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge Vishwesh Nath Wenqi Li Dong Yang Andriy Myronenko Mingxin Zheng ... Holger Roth Daguang Xu Baris Turkbey Holger Roth Daguang Xu VLM 191 7 0 19 Nov 2024
Automated Spinal MRI Labelling from Reports Using a Large Language Model Robin Y. Park Rhydian Windsor A. Jamaludin Andrew Zisserman 47 1 0 22 Oct 2024
Enhancing disease detection in radiology reports through fine-tuning lightweight LLM on weak labels Yishu Wei Xindi Wang Hanley Ong Yiliang Zhou Adam Flanders George Shih Yifan Peng AI4MH LM&MA 76 2 0 25 Sep 2024
Can Rule-Based Insights Enhance LLMs for Radiology Report Classification? Introducing the RadPrompt Methodology Panagiotis Fytas Anna Breger Ian Selby Simon Baker Shahab Shahipasand Anna Korhonen 60 0 0 07 Aug 2024
X-ray Made Simple: Lay Radiology Report Generation and Robust Evaluation Kun Zhao Chenghao Xiao Chen Tang Bohao Yang Kai Ye Noura Al Moubayed Liang Zhan Chenghua Lin 86 0 0 25 Jun 2024
Self-supervised vision-langage alignment of deep learning representations for bone X-rays analysis A. Englebert Anne-Sophie Collin O. Cornu Christophe De Vleeschouwer 74 1 0 14 May 2024
Topicwise Separable Sentence Retrieval for Medical Report Generation Junting Zhao Yang Zhou Zhihao Chen Huazhu Fu Liang Wan MedIm 57 1 0 07 May 2024
Negation Triplet Extraction with Syntactic Dependency and Semantic Consistency Yuchen Shi Deqing Yang Jingping Liu Yanghua Xiao Zongyu Wang Huimin Xu 62 0 0 15 Apr 2024
A Disease Labeler for Chinese Chest X-Ray Report Generation Mengwei Wang Ruixin Yan Zeyi Hou Ning Lang Xiuzhuang Zhou 41 0 0 18 Mar 2024
How Well Do Multi-modal LLMs Interpret CT Scans? An Auto-Evaluation Framework for Analyses Qingqing Zhu Benjamin Hou T. Mathai Pritam Mukherjee Qiao Jin Preslav Nakov Zhizheng Wang Ruida Cheng Ronald M. Summers Zhiyong Lu 74 0 0 08 Mar 2024
Enhancing chest X-ray datasets with privacy-preserving large language models and multi-type annotations: a data-driven approach for improved classification Ricardo Bigolin Lanfredi Pritam Mukherjee Ronald M. Summers 66 5 0 06 Mar 2024
Vision-Language Models for Medical Report Generation and Visual Question Answering: A Review Iryna Hartsock Ghulam Rasool 102 80 0 04 Mar 2024
Exploring Low-Resource Medical Image Classification with Weakly Supervised Prompt Learning Fudan Zheng Jindong Cao Weijiang Yu Zhiguang Chen Nong Xiao Yutong Lu VLM MedIm 53 19 0 06 Feb 2024
CheX-GPT: Harnessing Large Language Models for Enhanced Chest X-ray Report Labeling Jawook Gu Hankyu Cho Jiho Kim Kihyun You Eun K. Hong Byungseok Roh 89 6 0 21 Jan 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 156 8 0 12 Dec 2023
A Systematic Review of Deep Learning-based Research on Radiology Report Generation Chang Liu Yuanhe Tian Yan Song MedIm 115 16 0 23 Nov 2023
Foundation Ark: Accruing and Reusing Knowledge for Superior and Robust Performance Dongao Ma Jiaxuan Pang Michael B. Gotway Jianming Liang MedIm OOD 67 10 0 14 Oct 2023
Reconstruction of Patient-Specific Confounders in AI-based Radiologic Image Interpretation using Generative Pretraining T. Han Laura vZigutyt.e L. Huck M. Huppertz R. Siepmann ... Firas Khader Christiane Kuhl S. Nebelung Jakob Kather Daniel Truhn MedIm 84 3 0 29 Sep 2023
MultiModN- Multimodal, Multi-Task, Interpretable Modular Networks Vinitra Swamy Malika Satayeva Jibril Frej Thierry Bossy Thijs Vogels Martin Jaggi Tanja Käser Mary-Anne Hartley 68 14 0 25 Sep 2023
UniBrain: Universal Brain MRI Diagnosis with Hierarchical Knowledge-enhanced Pre-training Jiayu Lei Lisong Dai Haoyun Jiang Chaoyi Wu Xiaoman Zhang ... Weidi Xie Yanyong Zhang Yuehua Li Ya Zhang Yanfeng Wang 71 11 0 13 Sep 2023
Enhancing Network Initialization for Medical AI Models Using Large-Scale, Unlabeled Natural Images Soroosh Tayebi Arasteh Leo Misera Jakob Nikolas Kather Daniel Truhn S. Nebelung 79 9 0 15 Aug 2023
RadGraph2: Modeling Disease Progression in Radiology Reports via Hierarchical Information Extraction Sameer Tajdin Khanna Adam Dejl Kibo Yoon Q. H. Truong Han G. Duong Agustina Saenz Pranav Rajpurkar 41 10 0 09 Aug 2023
Knowledge Boosting: Rethinking Medical Contrastive Vision-Language Pre-Training Xiaofei Chen Yuting He Cheng Xue Rongjun Ge Shuo Li Guanyu Yang VLM MedIm 85 13 0 14 Jul 2023
Several categories of Large Language Models (LLMs): A Short Survey Saurabh Pahune Manoj Chandrasekharan AILaw 47 17 0 05 Jul 2023
An empirical study of using radiology reports and images to improve ICU mortality prediction Ming-Yen Lin Song Wang Ying Ding Lihui Zhao Fei Wang Yifan Peng 53 11 0 20 Jun 2023
Knowledge-enhanced Visual-Language Pre-training on Chest Radiology Images Xiaoman Zhang Chaoyi Wu Ya Zhang Yanfeng Wang Weidi Xie MedIm 104 137 0 27 Feb 2023
Improving Medical Speech-to-Text Accuracy with Vision-Language Pre-training Model Jaeyoung Huh Sangjoon Park Jeonghyeon Lee Jong Chul Ye LM&MA 45 12 0 27 Feb 2023
MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training in Radiology Chaoyi Wu Xiaoman Zhang Ya Zhang Yanfeng Wang Weidi Xie LM&MA VLM 114 120 0 05 Jan 2023
Attend Who is Weak: Pruning-assisted Medical Image Localization under Sophisticated and Implicit Imbalances Ajay Jaiswal Tianlong Chen Justin F. Rousseau Yifan Peng Ying Ding Zhangyang Wang 69 6 0 06 Dec 2022
Collaborative Training of Medical Artificial Intelligence Models with non-uniform Labels Soroosh Tayebi Arasteh P. Isfort Marwin Saehn Gustav Mueller-Franzes Firas Khader Jakob Nikolas Kather Christiane Kuhl S. Nebelung Daniel Truhn FedML 102 18 0 24 Nov 2022
MedCLIP: Contrastive Learning from Unpaired Medical Images and Text Zifeng Wang Zhenbang Wu Dinesh Agarwal Jimeng Sun CLIP VLM MedIm 129 434 0 18 Oct 2022
Not another Negation Benchmark: The NaN-NLI Test Suite for Sub-clausal Negation Thinh Hung Truong Yulia Otmakhova Tim Baldwin Trevor Cohn Jey Han Lau Karin Verspoor 116 24 0 06 Oct 2022
Medical Image Captioning via Generative Pretrained Transformers Alexander Selivanov Oleg Y. Rogov Daniil Chesakov Artem Shelmanov Irina Fedulova Dmitry V. Dylov MedIm 99 63 0 28 Sep 2022
Learning to diagnose common thorax diseases on chest radiographs from radiology reports in Vietnamese Thao T. B. Nguyen T. M. Vo Thang V. Nguyen Hieu H. Pham H. Nguyen 82 4 0 11 Sep 2022
Negation detection in Dutch clinical texts: an evaluation of rule-based and machine learning methods Bram van Es L. Reteig Sander C Tan M. Schraagen Myrthe M. Hemker S. R. Arends Miguel Rios S. Haitjema 50 12 0 01 Sep 2022
Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study G. Holste Song Wang Ziyu Jiang Thomas C. Shen George Shih Ronald M. Summers Yifan Peng Zhangyang Wang LM&MA 91 39 0 29 Aug 2022
Radiomics-Guided Global-Local Transformer for Weakly Supervised Pathology Localization in Chest X-Rays Yan Han G. Holste Ying Ding Ahmed H. Tewfik Yifan Peng Zhangyang Wang LM&MA ViT 124 16 0 10 Jul 2022
Anatomy-Guided Weakly-Supervised Abnormality Localization in Chest X-rays K. Yu Shantanu Ghosh Zhexiong Liu C. Deible Kayhan Batmanghelich 69 22 0 25 Jun 2022
Improving negation detection with negation-focused pre-training Thinh Hung Truong Timothy Baldwin Trevor Cohn Karin Verspoor 79 21 0 09 May 2022
Hierarchical Annotation for Building A Suite of Clinical Natural Language Processing Tasks: Progress Note Understanding Yanjun Gao Dmitriy Dligach Timothy A. Miller S. Tesch Ryan Laffin M. Churpek Majid Afshar 61 19 0 06 Apr 2022
Radiology Text Analysis System (RadText): Architecture and Evaluation Song Wang Mingquan Lin Ying Ding George Shih Zhiyong Lu Yifan Peng 66 9 0 19 Mar 2022
MMLN: Leveraging Domain Knowledge for Multimodal Diagnosis Haodi Zhang Chenyu Xu Pei-hong Liang Ke Duan Haopan Ren Weibin Cheng Kaishun Wu 35 0 0 09 Feb 2022
Learning Semi-Structured Representations of Radiology Reports Katic Tamara M. Pavlovski Danijela Sekulic Slobodan Vučetić MedIm 32 0 0 20 Dec 2021
A Scoping Review of Publicly Available Language Tasks in Clinical Natural Language Processing Yanjun Gao Dmitriy Dligach Leslie A. Christensen S. Tesch Ryan Laffin Dongfang Xu Timothy A. Miller Özlem Uzuner M. Churpek Majid Afshar LM&MA 121 25 0 07 Dec 2021