Title
OncoNet: Weakly Supervised Siamese Network to automate cancer treatment response assessment between longitudinal FDG PET/CT examinations Anirudh Joshi Sabri Eyuboglu Shih-Cheng Huang Jared A. Dunnmon Arjun Soin G. Davidzon Akshay S. Chaudhari M. Lungren 23 3 0 03 Aug 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 58 67 0 31 Jul 2021
Reading Race: AI Recognises Patient's Racial Identity In Medical Images Imon Banerjee A. Bhimireddy J. L. Burns Leo Anthony Celi Li-Ching Chen ... Hari M. Trivedi Ryan Wang Z. Zaiman Haoran Zhang J. Gichoya 89 341 0 21 Jul 2021
Multi-institution encrypted medical imaging AI validation without data sharing Arjun Soin Pratik Bhatu R. Takhar Nishanth Chandran Divya Gupta Javier Alvarez-Valle Rahul Sharma V. Mahajan M. Lungren MedIm 57 4 0 21 Jul 2021
CHEF: A Cheap and Fast Pipeline for Iteratively Cleaning Label Uncertainties (Technical Report) Yinjun Wu James Weimer S. Davidson 72 4 0 19 Jul 2021
Variational Topic Inference for Chest X-Ray Report Generation Ivona Najdenkoska Xiantong Zhen M. Worring Ling Shao MedIm 88 29 0 15 Jul 2021
Hierarchical Analysis of Visual COVID-19 Features from Chest Radiographs Shruthi Bannur Ozan Oktay Mélanie Bernhardt Anton Schwaighofer R. Jena ... A. Nori K. Natarajan S. Ashraf Javier Alvarez-Valle Daniel Coelho De Castro 16 0 0 14 Jul 2021
GREN: Graph-Regularized Embedding Network for Weakly-Supervised Disease Localization in X-ray Images Baolian Qi Gangming Zhao Xin Wei Chaowei Fang Changzai Pan Huiguang He Jinpeng Li 109 12 0 14 Jul 2021
Using Causal Analysis for Conceptual Deep Learning Explanation Sumedha Singla Stephen Wallace Sofia Triantafillou Kayhan Batmanghelich CML 53 15 0 10 Jul 2021
Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review Irene Li Jessica Pan Jeremy Goldwasser Neha Verma Wai Pan Wong ... Matthew Zhang David Chang R. Taylor H. Krumholz Dragomir R. Radev BDL 84 159 0 07 Jul 2021
GAN-based Data Augmentation for Chest X-ray Classification Shobhita Sundaram Neha Hulkund MedIm 75 36 0 07 Jul 2021
Confidence-based Out-of-Distribution Detection: A Comparative Study and Analysis Christoph Berger Magdalini Paschali Ben Glocker Konstantinos Kamnitsas OOD 111 45 0 06 Jul 2021
RATCHET: Medical Transformer for Chest X-ray Diagnosis and Reporting Benjamin Hou Georgios Kaissis Ronald M. Summers Bernhard Kainz ViT LM&MA MedIm 83 51 0 05 Jul 2021
Out-of-distribution Generalization in the Presence of Nuisance-Induced Spurious Correlations A. Puli Lily H. Zhang Eric K. Oermann Rajesh Ranganath OOD OODD 85 49 0 29 Jun 2021
Contrastive Counterfactual Visual Explanations With Overdetermination Adam White K. Ngan James Phelan Saman Sadeghi Afgeh Kevin Ryan C. Reyes-Aldasoro Artur Garcez 53 8 0 28 Jun 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 104 214 0 28 Jun 2021
Rail-5k: a Real-World Dataset for Rail Surface Defects Detection Zihao Zhang Shaozuo Yu Siwei Yang Yu Zhou Bingchen Zhao 85 11 0 28 Jun 2021
On the Robustness of Pretraining and Self-Supervision for a Deep Learning-based Analysis of Diabetic Retinopathy Vignesh Srinivasan Nils Strodthoff Jackie Ma Alexander Binder Klaus-Robert Muller Wojciech Samek OOD 78 6 0 25 Jun 2021
A Systematic Collection of Medical Image Datasets for Deep Learning Johann Li Guangming Zhu Cong Hua Mingtao Feng Basheer Bennamoun ... Xu Xu Lin Mei Liang Zhang Syed Afaq Ali Shah Bennamoun OOD 109 54 0 24 Jun 2021
Meaningfully Debugging Model Mistakes using Conceptual Counterfactual Explanations Abubakar Abid Mert Yuksekgonul James Zou CML 115 64 0 24 Jun 2021
Contrastive Attention for Automatic Chest X-ray Report Generation Fenglin Liu Changchang Yin Xian Wu Shen Ge Yuexian Zou Ping Zhang Yuexian Zou Xu Sun MedIm 128 152 0 13 Jun 2021
Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation Fenglin Liu Xian Wu Shen Ge Wei Fan Yuexian Zou MedIm 105 260 0 13 Jun 2021
Anatomy-XNet: An Anatomy Aware Convolutional Neural Network for Thoracic Disease Classification in Chest X-rays Uday Kamal Mohammad Zunaed N. Nizam Taufiq Hasan 63 28 0 10 Jun 2021
Explainable AI, but explainable to whom? Julie Gerlings Millie Søndergaard Jensen Arisa Shollo 71 43 0 10 Jun 2021
Probing transfer learning with a model of synthetic correlated datasets Federica Gerace Luca Saglietti Stefano Sarao Mannelli Andrew M. Saxe Lenka Zdeborová OOD 56 32 0 09 Jun 2021
Rethinking Transfer Learning for Medical Image Classification Le Peng Hengyue Liang Gaoxiang Luo Taihui Li Ju Sun VLM LM&MA 54 6 0 09 Jun 2021
NeuraCrypt: Hiding Private Health Data via Random Neural Networks for Public Training Adam Yala H. Esfahanizadeh Rafael G. L. DÓliveira K. Duffy M. Ghobadi Tommi Jaakkola Vinod Vaikuntanathan Regina Barzilay Muriel Médard OOD FedML 65 22 0 04 Jun 2021
Tips and Tricks to Improve CNN-based Chest X-ray Diagnosis: A Survey Changhee Han Takayuki Okamoto Koichi Takeuchi Dimitris Katsios Andrey Grushnikov Masaaki Kobayashi Antoine Choppin Yuta Kurashina Yuki Shimahara 32 2 0 02 Jun 2021
Effect of Pre-Training Scale on Intra- and Inter-Domain Full and Few-Shot Transfer Learning for Natural and Medical X-Ray Chest Images Mehdi Cherti J. Jitsev LM&MA 94 24 0 31 May 2021
Graph-Based Deep Learning for Medical Diagnosis and Analysis: Past, Present and Future David Ahmedt-Aristizabal M. Armin Simon Denman Clinton Fookes L. Petersson 87 189 0 27 May 2021
Weighing Features of Lung and Heart Regions for Thoracic Disease Classification Jiansheng Fang Yanwu Xu Yitian Zhao Yuguang Yan Junling Liu Jiang-Dong Liu 54 9 0 26 May 2021
Multi-modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-Training Jong Hak Moon HyunGyung Lee W. Shin Young-Hak Kim Edward Choi MedIm 110 161 0 24 May 2021
AnaXNet: Anatomy Aware Multi-label Finding Classification in Chest X-ray Nkechinyere N. Agu Joy T. Wu Hanqing Chao Ismini Lourentzou Arjun Sharma Mehdi Moradi Pingkun Yan James A. Hendler 51 34 0 20 May 2021
A Case Study on Pros and Cons of Regular Expression Detection and Dependency Parsing for Negation Extraction from German Medical Documents. Technical Report H. Profitlich Daniel Sonntag MedIm 24 3 0 20 May 2021
Real-Time COVID-19 Diagnosis from X-Ray Images Using Deep CNN and Extreme Learning Machines Stabilized by Chimp Optimization Algorithm Hu Tianqing M. Khishe M. Mohammadi G. Parvizi S. H. Karim Tarik Ahmed Rashid 29 125 0 14 May 2021
Evolving Deep Convolutional Neural Network by Hybrid Sine-Cosine and Extreme Learning Machine for Real-time COVID19 Diagnosis from X-Ray Images Wu Chao M. Khishe M. Mohammadi S. H. Karim Tarik Ahmed Rashid 58 53 0 14 May 2021
Agree to Disagree: When Deep Learning Models With Identical Architectures Produce Distinct Explanations Matthew Watson Bashar Awwad Shiekh Hasan Noura Al Moubayed OOD 54 23 0 14 May 2021
Causally motivated Shortcut Removal Using Auxiliary Labels Maggie Makar Ben Packer D. Moldovan Davis W. Blalock Yoni Halpern Alexander DÁmour OOD CML 74 75 0 13 May 2021
Structured dataset documentation: a datasheet for CheXpert Christian Garbin Pranav Rajpurkar Jeremy Irvin M. Lungren Oge Marques 56 16 0 07 May 2021
Automated Primary Hyperparathyroidism Screening with Neural Networks Noah Ziems Shaoen Wu J. Norman 11 1 0 06 May 2021
Image Embedding and Model Ensembling for Automated Chest X-Ray Interpretation E. Giacomello P. Lanzi Daniele Loiacono Luca Nassano 29 5 0 05 May 2021
Attack-agnostic Adversarial Detection on Medical Data Using Explainable Machine Learning Matthew Watson Noura Al Moubayed AAML MedIm 43 22 0 05 May 2021
Leveraging Deep Representations of Radiology Reports in Survival Analysis for Predicting Heart Failure Patient Mortality Hyungchul Lee E. Sholle Ashley N. Beecy S. Al’Aref Yifan Peng 98 8 0 03 May 2021
Breast Mass Detection with Faster R-CNN: On the Feasibility of Learning from Noisy Annotations Sina Famouri Lia Morra Leonardo Mangia Fabrizio Lamberti 25 6 0 25 Apr 2021
Rethinking Annotation Granularity for Overcoming Shortcuts in Deep Learning-based Radiograph Diagnosis: A Multicenter Study Luyang Luo Hao Chen Yongjie Xiao Yanning Zhou Xi Wang ... Zaiyi Liu X. B. Fang E. Tsougenis Huangjing Lin Pheng-Ann Heng 81 6 0 21 Apr 2021
A Structure-Aware Relation Network for Thoracic Diseases Detection and Segmentation Jie Lian Jingyun Liu Shu Zhen Zhang Kai Gao Xiaoqing Liu Dingwen Zhang Yizhou Yu 82 43 0 21 Apr 2021
Vision Transformer using Low-level Chest X-ray Feature Corpus for COVID-19 Diagnosis and Severity Quantification Sangjoon Park Gwanghyun Kim Y. Oh J. Seo Sang Min Lee Jin Hwan Kim Sungjun Moon Jae-Kwang Lim Jong Chul Ye ViT MedIm 110 97 0 15 Apr 2021
Interpretability-Driven Sample Selection Using Self Supervised Learning For Disease Classification And Segmentation Dwarikanath Mahapatra 82 55 0 13 Apr 2021
What's in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization Griffin Adams Emily Alsentzer Mert Ketenci Jason Zucker Noémie Elhadad 92 49 0 12 Apr 2021
COVID-19 detection using chest X-rays: is lung segmentation important for generalization? P. R. Bassi R. Attux 61 11 0 12 Apr 2021