Title
Revolutionizing Healthcare Image Analysis in Pandemic-Based Fog-Cloud Computing Architectures A. Elsayed Khalil Mohamed Hany Harb 11 1 0 02 Nov 2023
AnomalyCLIP: Object-agnostic Prompt Learning for Zero-shot Anomaly Detection Qihang Zhou Guansong Pang Yu Tian Shibo He Jiming Chen VLM 31 120 0 29 Oct 2023
Robust and Interpretable Medical Image Classifiers via Concept Bottleneck Models An Yan Yu-Xiang Wang Yiwu Zhong Zexue He Petros Karypis ... Chengyu Dong Amilcare Gentili Chun-Nan Hsu Jingbo Shang Julian McAuley 27 30 0 04 Oct 2023
Network Embedding Using Sparse Approximations of Random Walks Paula Mercurio Di Liu 19 0 0 25 Aug 2023
Unlearning Spurious Correlations in Chest X-ray Classification Misgina Tsighe Hagos Kathleen M. Curran Brian Mac Namee CML OOD 10 0 0 02 Aug 2023
Learning from Exemplary Explanations Misgina Tsighe Hagos Kathleen M. Curran Brian Mac Namee FAtt 16 1 0 12 Jul 2023
PCDAL: A Perturbation Consistency-Driven Active Learning Approach for Medical Image Segmentation and Classification Tao Wang Xinlin Zhang Yuanbo Zhou Junlin Lan T. Tan Min Du Qinquan Gao Tong Tong 20 0 0 29 Jun 2023
Federated Generative Learning with Foundation Models Jie M. Zhang Xiaohua Qi Bo-Lu Zhao FedML 39 21 0 28 Jun 2023
Federated Learning for Medical Image Analysis: A Survey Hao Guan Pew-Thian Yap Andrea Bozoki Mingxia Liu FedML OOD 29 110 0 09 Jun 2023
GPT-FL: Generative Pre-trained Model-Assisted Federated Learning Tuo Zhang Tiantian Feng Samiul Alam Dimitrios Dimitriadis Sunwoo Lee Mi Zhang Shrikanth S. Narayanan Salman Avestimehr FedML 13 27 0 03 Jun 2023
Segment Anything in Medical Images Jun Ma Yuting He Feifei Li Li-Jun Han Chenyu You Bo Wang MedIm VLM 36 448 0 24 Apr 2023
Application of attention-based Siamese composite neural network in medical image recognition Zihao Huang Yue Wang Weixing Xin Xing Lin Huizhen Li Haowen Chen Yizhen Lao Xia Chen 19 0 0 19 Apr 2023
Performance of GAN-based augmentation for deep learning COVID-19 image classification Oleksandr Fedoruk Konrad Klimaszewski Aleksander Ogonowski Rafal Mo.zd.zonek OOD MedIm 8 11 0 18 Apr 2023
Leveraging GANs for data scarcity of COVID-19: Beyond the hype Hazrat Ali C. Grönlund Zubair Shah MedIm 11 5 0 07 Apr 2023
Explainable AI And Visual Reasoning: Insights From Radiology Rob Kaufman David Kirsh 22 5 0 06 Apr 2023
Deep transfer learning for detecting Covid-19, Pneumonia and Tuberculosis using CXR images -- A Review Irad Mwendo Kinyua Gikunda A. Maina 8 0 0 26 Mar 2023
Adversarial Attack and Defense for Medical Image Analysis: Methods and Applications Junhao Dong Junxi Chen Xiaohua Xie Jianhuang Lai H. Chen AAML MedIm 25 16 0 24 Mar 2023
CECT: Controllable Ensemble CNN and Transformer for COVID-19 Image Classification Zhao Liu Leizhao Shen ViT 24 7 0 05 Feb 2023
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review Reza Azad A. Kazerouni Moein Heidari Ehsan Khodapanah Aghdam Amir Molaei Yiwei Jia Abin Jose Rijo Roy Dorit Merhof MedIm ViT 30 161 0 09 Jan 2023
Diagnosis of COVID-19 based on Chest Radiography Mei Gah Lim H. Lee 6 0 0 26 Dec 2022
LMFLOSS: A Hybrid Loss For Imbalanced Medical Image Classification Abu Adnan Sadi Labib Chowdhury Nur-Wa-Bushra Jahan Mohammad Newaz Sharif Rafi Radeya Chowdhury Faisal Ahamed Khan Nabeel Mohammed 13 8 0 24 Dec 2022
POLCOVID: a multicenter multiclass chest X-ray database (Poland, 2020-2021) Aleksandra Suwalska J. Tobiasz Wojciech Pra.zuch M. Socha P. Foszner ... E. Szurowska POLCOVID Study Group M. Marczyk A. Cieszanowski Joanna Polańska 13 3 0 29 Nov 2022
Privacy in Practice: Private COVID-19 Detection in X-Ray Images (Extended Version) Lucas Lange Maja Schneider Peter Christen Erhard Rahm 16 7 0 21 Nov 2022
NEVIS'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research J. Bornschein Alexandre Galashov Ross Hemsley Amal Rannen-Triki Yutian Chen ... Angeliki Lazaridou Yee Whye Teh Andrei A. Rusu Razvan Pascanu MarcÁurelio Ranzato OOD VLM AI4TS 25 16 0 15 Nov 2022
Spot the fake lungs: Generating Synthetic Medical Images using Neural Diffusion Models Hazrat Ali Shafaq Murad Zubair Shah DiffM MedIm 27 49 0 02 Nov 2022
Interpretable CNN-Multilevel Attention Transformer for Rapid Recognition of Pneumonia from Chest X-Ray Images Shengchao Chen Sufen Ren Guanjun Wang Mengxing Huang Chenyang Xue ViT MedIm 47 16 0 29 Oct 2022
MS-DCANet: A Novel Segmentation Network For Multi-Modality COVID-19 Medical Images Xiaoyu Pan Huazheng Zhu Jinglong Du Guang-qin Hu Baoru Han Yuanyuan Jia 26 1 0 22 Oct 2022
CIRCA: comprehensible online system in support of chest X-rays-based COVID-19 diagnosis Wojciech Pra.zuch Aleksandra Suwalska M. Socha J. Tobiasz P. Foszner ... Barbara Gizycka E. Szurowska POLCOVID Study Group M. Marczyk Joanna Polańska 11 1 0 11 Oct 2022
Recent Progress in Transformer-based Medical Image Analysis Zhao-cheng Liu Qiujie Lv Ziduo Yang Yifan Li Chau Hung Lee Leizhao Shen MedIm 38 56 0 13 Aug 2022
Visual Interpretable and Explainable Deep Learning Models for Brain Tumor MRI and COVID-19 Chest X-ray Images Yusuf Brima M. Atemkeng FAtt MedIm 21 0 0 01 Aug 2022
Towards Trustworthy Healthcare AI: Attention-Based Feature Learning for COVID-19 Screening With Chest Radiography Kai Ma Pengcheng Xi K. Habashy Ashkan Ebadi Stéphane Tremblay Alexander Wong ViT MedIm 6 1 0 19 Jul 2022
Comparative Analysis of State-of-the-Art Deep Learning Models for Detecting COVID-19 Lung Infection from Chest X-Ray Images Zeba Ghaffar Pir Masoom Shah Hikmat Khan Syed Farhan Alam Zaidi Abdullah Gani I. Khan M. A. Shah S. M. Fakhrul Islam 17 3 0 01 Jul 2022
CDNet: Contrastive Disentangled Network for Fine-Grained Image Categorization of Ocular B-Scan Ultrasound Ruilong Dan Yunxiang Li Yijie Wang Gangyong Jia Ruiquan Ge Juan Ye Qun Jin Yaqi Wang 21 8 0 17 Jun 2022
Backbones-Review: Feature Extraction Networks for Deep Learning and Deep Reinforcement Learning Approaches O. Elharrouss Y. Akbari Noor Almaadeed S. Al-Maadeed 6 68 0 16 Jun 2022
BIO-CXRNET: A Robust Multimodal Stacking Machine Learning Technique for Mortality Risk Prediction of COVID-19 Patients using Chest X-Ray Images and Clinical Data Tawsifur Rahman M. Chowdhury Amith Khandakar Z. Mahbub Md. Sakib Hossain ... Khandaker F. Islam S. Kashem Muhammad Salman Khan S. Zughaier Maqsud Hossain 11 18 0 15 Jun 2022
What do we learn? Debunking the Myth of Unsupervised Outlier Detection Cosmin I. Bercea Daniel Rueckert J. Schnabel OODD 14 5 0 08 Jun 2022
Combating COVID-19 using Generative Adversarial Networks and Artificial Intelligence for Medical Images: A Scoping Review Hazrat Ali Zubair Shah MedIm 10 16 0 15 May 2022
Application of Federated Learning in Building a Robust COVID-19 Chest X-ray Classification Model A. Bhattacharya M. Gawali J. Seth V. Kulkarni FedML OOD 16 7 0 22 Apr 2022
Should I Follow AI-based Advice? Measuring Appropriate Reliance in Human-AI Decision-Making Max Schemmer Patrick Hemmer Niklas Kühl Carina Benz G. Satzger 12 54 0 14 Apr 2022
Pneumonia Detection in Chest X-Rays using Neural Networks Narayana Darapaneni Ashish Ranjan Dany Bright D. Trivedi K. Kumar Vivek Kumar A. Paduri 14 1 0 07 Apr 2022
A machine learning-based severity prediction tool for diabetic sensorimotor polyneuropathy using Michigan neuropathy screening instrumentations Fahmida Haque M. Reaz M. E. Chowdhury R. Malik Mohammed Alhatou S. Kobashi I. Ara S. Ali A. Bakar Geetika Srivastava 8 2 0 28 Mar 2022
A Two-Stage Federated Transfer Learning Framework in Medical Images Classification on Limited Data: A COVID-19 Case Study Alex Zhang Naomi Fengqi Li OOD FedML 24 4 0 24 Mar 2022
Securing the Classification of COVID-19 in Chest X-ray Images: A Privacy-Preserving Deep Learning Approach W. Boulila Adel Ammar Bilel Benjdira Anis Koubaa 15 13 0 15 Mar 2022
Temporal Context Matters: Enhancing Single Image Prediction with Disease Progression Representations Aishik Konwer Xuan Xu Joseph Bae Chaoyu Chen Prateek Prasanna MedIm 28 15 0 02 Mar 2022
Transformers in Medical Image Analysis: A Review Kelei He Chen Gan Zhuoyuan Li I. Rekik Zihao Yin Wen Ji Yang Gao Qian Wang Junfeng Zhang D. Shen ViT MedIm 20 254 0 24 Feb 2022
RadioTransformer: A Cascaded Global-Focal Transformer for Visual Attention-guided Disease Classification Moinak Bhattacharya Shubham Jain Prateek Prasanna ViT MedIm 14 33 0 23 Feb 2022
Do Gradient Inversion Attacks Make Federated Learning Unsafe? Ali Hatamizadeh Hongxu Yin Pavlo Molchanov Andriy Myronenko Wenqi Li ... Andrew Feng Mona G. Flores Jan Kautz Daguang Xu H. Roth FedML 17 61 0 14 Feb 2022
A Survey of Deep Learning Techniques for the Analysis of COVID-19 and their usability for Detecting Omicron Asifullah Khan Dr. Saddam Hussain Khan Mahrukh Saif Asiya Batool A. Sohail Muhammad Waleed Khan 8 47 0 13 Feb 2022
Robust Vector Quantized-Variational Autoencoder Chieh-Hsin Lai Dongmian Zou Gilad Lerman DRL 16 5 0 04 Feb 2022
An Analysis on Ensemble Learning optimized Medical Image Classification with Deep Convolutional Neural Networks Dominik Muller Iñaki Soto Rey Frank Kramer 16 56 0 27 Jan 2022