Title
A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data Xinyi Wang Grazziela Figueredo Ruizhe Li Wei Emma Zhang Weitong Chen Xin Chen MedIm ViT 110 2 0 21 May 2024
Position-Guided Prompt Learning for Anomaly Detection in Chest X-Rays Zhichao Sun Yuliang Gu Yepeng Liu Zerui Zhang Zhou Zhao Yongchao Xu MedIm 121 3 0 20 May 2024
Inquire, Interact, and Integrate: A Proactive Agent Collaborative Framework for Zero-Shot Multimodal Medical Reasoning Zishan Gu Fenglin Liu Changchang Yin Ping Zhang LRM LM&MA 99 0 0 19 May 2024
AI-Assisted Diagnosis for Covid-19 CXR Screening: From Data Collection to Clinical Validation C. Barbano Riccardo Renzulli M. Grosso Domenico Basile Marco Busso Marco Grangetto 37 1 0 19 May 2024
MediCLIP: Adapting CLIP for Few-shot Medical Image Anomaly Detection Ximiao Zhang Min Xu Dehui Qiu Ruixin Yan Ning Lang Xiuzhuang Zhou VLM MedIm 97 10 0 18 May 2024
Automated Radiology Report Generation: A Review of Recent Advances Phillip Sloan Philip Clatworthy Edwin Simpson Majid Mirmehdi 79 21 0 17 May 2024
Many-Shot In-Context Learning in Multimodal Foundation Models Yixing Jiang Jeremy Irvin Ji Hun Wang Muhammad Ahmed Chaudhry Jonathan H. Chen Andrew Y. Ng VLM 122 34 0 16 May 2024
Learning Generalized Medical Image Representations through Image-Graph Contrastive Pretraining Sameer Tajdin Khanna Daniel J. Michael Marinka Zitnik Pranav Rajpurkar SSL MedIm 52 1 0 15 May 2024
DeCoDEx: Confounder Detector Guidance for Improved Diffusion-based Counterfactual Explanations Nima Fathi Amar Kumar Brennan Nichyporuk Mohammad Havaei Tal Arbel DiffM CML 130 2 0 15 May 2024
Factual Serialization Enhancement: A Key Innovation for Chest X-ray Report Generation Kang Liu Zhuoqi Ma Mengmeng Liu Zhicheng Jiao Xiaolu Kang Qiguang Miao Kun Xie MedIm 83 1 0 15 May 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
Beyond the Black Box: Do More Complex Models Provide Superior XAI Explanations? Mateusz Cedro Marcin Chlebus 67 1 0 14 May 2024
CoVScreen: Pitfalls and recommendations for screening COVID-19 using Chest X-rays Sonit Singh 50 1 0 13 May 2024
MedVersa: A Generalist Foundation Model for Medical Image Interpretation Hong-Yu Zhou Subathra Adithan J. N. Acosta Suvrankar Datta E. Topol Pranav Rajpurkar MedIm 141 29 0 13 May 2024
Open Challenges and Opportunities in Federated Foundation Models Towards Biomedical Healthcare Xingyu Li Lu Peng Yuping Wang Weihua Zhang AI4CE MedIm LM&MA 114 12 0 10 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 74 1 0 10 May 2024
EVA-X: A Foundation Model for General Chest X-ray Analysis with Self-supervised Learning Jingfeng Yao Xinggang Wang Yuehao Song Huangxuan Zhao Jun Ma Yajie Chen Wenyu Liu Bo Wang ViT 82 6 0 08 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
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 100 28 0 06 May 2024
FITA: Fine-grained Image-Text Aligner for Radiology Report Generation Honglong Yang Hui Tang Xiaomeng Li MedIm 72 1 0 02 May 2024
Expanding the Horizon: Enabling Hybrid Quantum Transfer Learning for Long-Tailed Chest X-Ray Classification Skylar Chan Pranav Kulkarni Paul H. Yi Vishwa S. Parekh 102 0 0 30 Apr 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 58 0 0 29 Apr 2024
SERPENT-VLM : Self-Refining Radiology Report Generation Using Vision Language Models M. Kapadnis Sohan Patnaik Abhilash Nandy Sourjyadip Ray Pawan Goyal Debdoot Sheet VLM 65 5 0 27 Apr 2024
Fusion of Domain-Adapted Vision and Language Models for Medical Visual Question Answering Cuong Nhat Ha Shima Asaadi Sanjeev Kumar Karn Oladimeji Farri Tobias Heimann Thomas Runkler 68 5 0 24 Apr 2024
ChEX: Interactive Localization and Region Description in Chest X-rays Philip Muller Georgios Kaissis Daniel Rueckert 88 5 0 24 Apr 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 101 6 0 24 Apr 2024
Improving Pediatric Pneumonia Diagnosis with Adult Chest X-ray Images Utilizing Contrastive Learning and Embedding Similarity Mohammad Zunaed Anwarul Hasan Taufiq Hasan 69 0 0 19 Apr 2024
A Large-scale Medical Visual Task Adaptation Benchmark Shentong Mo Xufang Luo Yansen Wang Dongsheng Li MedIm 59 2 0 19 Apr 2024
Computer-Aided Diagnosis of Thoracic Diseases in Chest X-rays using hybrid CNN-Transformer Architecture Sonit Singh MedIm ViT 53 1 0 18 Apr 2024
Global Counterfactual Directions Bartlomiej Sobieski P. Biecek DiffM 141 7 0 18 Apr 2024
Fairness Evolution in Continual Learning for Medical Imaging Marina Ceccon Davide Dalle Pezze Alessandro Fabris Gian Antonio Susto OOD 114 1 0 10 Apr 2024
Multi-Label Continual Learning for the Medical Domain: A Novel Benchmark Marina Ceccon Davide Dalle Pezze Alessandro Fabris Gian Antonio Susto CLL 84 2 0 10 Apr 2024
PairAug: What Can Augmented Image-Text Pairs Do for Radiology? Yutong Xie Qi Chen Sinuo Wang Minh-Son To Iris Lee Ee Win Khoo Kerolos Hendy Daniel Koh Yong-quan Xia Qi Wu MedIm LM&MA 95 9 0 07 Apr 2024
Bootstrapping Chest CT Image Understanding by Distilling Knowledge from X-ray Expert Models Weiwei Cao Jianpeng Zhang Yingda Xia Tony C. W. Mok Zi Li X. Ye Le Lu Jian Zheng Yuxing Tang Ling Zhang 58 4 0 07 Apr 2024
DeViDe: Faceted medical knowledge for improved medical vision-language pre-training Haozhe Luo Ziyu Zhou Corentin Royer Anjany Sekuboyina Bjoern Menze VLM ViT MedIm 101 7 0 04 Apr 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 93 38 0 29 Mar 2024
A Novel Corpus of Annotated Medical Imaging Reports and Information Extraction Results Using BERT-based Language Models Namu Park K. Lybarger Giridhar Kaushik Ramachandran Spencer Lewis Aashka Damani Özlem Uzuner Martin Gunn Meliha Yetisgen MedIm 67 1 0 27 Mar 2024
Detection of subclinical atherosclerosis by image-based deep learning on chest x-ray G. Gallone Francesco Iodice Alberto Presta D. Tore O. Filippo ... Attilio Fiandrotti A. Depaoli Marco Grangetto Gaetano Maria de Ferrari Fabrizio d’Ascenzo 55 0 0 27 Mar 2024
Clinical Domain Knowledge-Derived Template Improves Post Hoc AI Explanations in Pneumothorax Classification Han Yuan Chuan Hong Pengtao Jiang Gangming Zhao Nguyen Tuan Anh Tran Xinxing Xu Yet Yen Yan Nan Liu 62 11 0 26 Mar 2024
Residual-based Language Models are Free Boosters for Biomedical Imaging Zhixin Lai Jing Wu Suiyao Chen Yucheng Zhou N. Hovakimyan MedIm 94 31 0 26 Mar 2024
Learning To Guide Human Decision Makers With Vision-Language Models Debodeep Banerjee Stefano Teso Burcu Sayin Andrea Passerini 108 1 0 25 Mar 2024
MedCycle: Unpaired Medical Report Generation via Cycle-Consistency Elad Hirsch Gefen Dawidowicz A. Tal MedIm 74 2 0 20 Mar 2024
FissionFusion: Fast Geometric Generation and Hierarchical Souping for Medical Image Analysis Santosh Sanjeev Nuren Zhaksylyk Ibrahim Almakky Anees Ur Rehman Hashmi Mohammad Areeb Qazi Mohammad Yaqub 133 3 0 20 Mar 2024
Deep learning with noisy labels in medical prediction problems: a scoping review Yishu Wei Yu Deng Cong Sun Mingquan Lin Hongmei Jiang Yifan Peng NoLa 57 6 0 19 Mar 2024
MEDBind: Unifying Language and Multimodal Medical Data Embeddings Yuan Gao Sangwook Kim David E Austin Chris McIntosh 109 3 0 19 Mar 2024
Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning Chong Ma Hanqi Jiang Wenting Chen Yiwei Li Zihao Wu ... Dajiang Zhu Tuo Zhang Dinggang Shen Tianming Liu Xiang Li 39 1 0 19 Mar 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
MedMerge: Merging Models for Effective Transfer Learning to Medical Imaging Tasks Ibrahim Almakky Santosh Sanjeev Anees Ur Rehman Hashmi Mohammad Areeb Qazi Mohammad Yaqub Mohammad Yaqub FedML MoMe 149 4 0 18 Mar 2024
Regularizing CNNs using Confusion Penalty Based Label Smoothing for Histopathology Images Somenath Kuiry Alaka Das M. Nasipuri N. Das 77 0 0 16 Mar 2024
Improving Medical Multi-modal Contrastive Learning with Expert Annotations Yogesh Kumar Pekka Marttinen MedIm VLM 88 11 0 15 Mar 2024