Title
DeepSparse: A Foundation Model for Sparse-View CBCT Reconstruction Yiqun Lin Hualiang Wang Jixiang Chen Jiewen Yang Jiarong Guo Xuelong Li 154 0 0 05 May 2025
MediSee: Reasoning-based Pixel-level Perception in Medical Images Qinyue Tong Ziqian Lu Jun Liu Yangming Zheng Zheming Lu LRM 43 0 0 15 Apr 2025
Class Imbalance Correction for Improved Universal Lesion Detection and Tagging in CT Peter D. Erickson T. Mathai Ronald M. Summers 56 4 0 08 Apr 2025
3D Universal Lesion Detection and Tagging in CT with Self-Training Jared Frazier T. Mathai Jianfei Liu Angshuman Paul Ronald M. Summers 38 2 0 07 Apr 2025
An Efficient Approach to Detecting Lung Nodules Using Swin Transformer Saeed Shakuri Alireza Rezvanian ViT MedIm 53 1 0 03 Mar 2025
SYN-LUNGS: Towards Simulating Lung Nodules with Anatomy-Informed Digital Twins for AI Training F. I. Tushar Lavsen Dahal Cindy McCabe Fong Chi Ho Paul Segars E. Abadi Kyle J. Lafata Ehsan Samei J. Lo MedIm AI4CE 69 1 0 28 Feb 2025
Explaining 3D Computed Tomography Classifiers with Counterfactuals Joseph Paul Cohen Louis Blankemeier Akshay S. Chaudhari MedIm 215 0 0 11 Feb 2025
MSDet: Receptive Field Enhanced Multiscale Detection for Tiny Pulmonary Nodule Guohui Cai Ying Cai Zeyu Zhang Daji Ergu Yuanzhouhan Cao ... Zhibin Liao Binbin Hu Zhinbin Liao Yang Zhao Ying Cai 35 9 0 21 Sep 2024
Learning 3D Gaussians for Extremely Sparse-View Cone-Beam CT Reconstruction Yiqun Lin Hualiang Wang Jixiang Chen Xuelong Li 64 8 0 01 Jul 2024
AI in Lung Health: Benchmarking Detection and Diagnostic Models Across Multiple CT Scan Datasets F. I. Tushar Avivah Wang Lavsen Dahal Michael R. Harowicz Kyle J. Lafata Tina D. Tailor Joseph Y. Lo 44 3 0 07 May 2024
One Model to Rule them All: Towards Universal Segmentation for Medical Images with Text Prompts Ziheng Zhao Yao Zhang Chaoyi Wu Xiaoman Zhang Ya Zhang Yanfeng Wang Weidi Xie VLM MedIm 32 37 0 28 Dec 2023
PnPNet: Pull-and-Push Networks for Volumetric Segmentation with Boundary Confusion Xin You Ming Ding Minghui Zhang Hanxiao Zhang Yi Yu Jie-jin Yang Yun Gu 46 1 0 13 Dec 2023
MEDPSeg: Hierarchical polymorphic multitask learning for the segmentation of ground-glass opacities, consolidation, and pulmonary structures on computed tomography Diedre S. Carmo Jean Ribeiro A. Comellas Joseph M. Reinhardt S. Gerard Letícia Rittner R.A. Lotufo 35 2 0 04 Dec 2023
Unified Medical Image Pre-training in Language-Guided Common Semantic Space Xiaoxuan He Yifan Yang Xinyang Jiang Xufang Luo Haoji Hu Siyun Zhao Dongsheng Li Yuqing Yang Lili Qiu 46 1 0 24 Nov 2023
SegVol: Universal and Interactive Volumetric Medical Image Segmentation Yuxin Du Fan Bai Tiejun Huang Bo Zhao VLM 42 38 0 22 Nov 2023
AC-Norm: Effective Tuning for Medical Image Analysis via Affine Collaborative Normalization Chuyan Zhang Yuncheng Yang Hao Zheng Yun Gu 50 0 0 28 Jul 2023
The STOIC2021 COVID-19 AI challenge: applying reusable training methodologies to private data L. Boulogne Julian Lorenz Daniel Kienzle Robin Schon K. Ludwig ... C. Russ R. Ionasec Nikos Paragios Bram van Ginneken Marieke Dubois 28 4 0 18 Jun 2023
An automated end-to-end deep learning-based framework for lung cancer diagnosis by detecting and classifying the lung nodules Samiul Based Shuvo Tasnia Binte Mamun 40 3 0 28 Apr 2023
BugNIST -- a Large Volumetric Dataset for Object Detection under Domain Shift Patrick M. Jensen Anders B. Dahl Carsten Gundlach Rebecca J Engberg H. Kjer Vedrana Andersen Dahl 36 1 0 04 Apr 2023
Unsupervised Cross-domain Pulmonary Nodule Detection without Source Data Rui Xu Yong Luo Bo Du OOD 32 1 0 03 Apr 2023
Medical Image Analysis using Deep Relational Learning Zhi-Hu Liu MedIm 17 0 0 28 Mar 2023
Accurate Detection of Mediastinal Lesions with nnDetection Michael Baumgartner Peter M. Full Klaus H. Maier-Hein 11 0 0 20 Mar 2023
Towards General Purpose Medical AI: Continual Learning Medical Foundation Model Huahui Yi Ziyuan Qin Qicheng Lao Wei Xu Zekun Jiang Dequan Wang Shaoting Zhang Kang Li OOD MedIm CLL 29 11 0 12 Mar 2023
RMSim: Controlled Respiratory Motion Simulation on Static Patient Scans Donghoon Lee E. Yorke M. Zarepisheh Saad Nadeem Yu-chi Hu 24 1 0 26 Jan 2023
PCRLv2: A Unified Visual Information Preservation Framework for Self-supervised Pre-training in Medical Image Analysis Hong-Yu Zhou Chi-Ken Lu Chaoqi Chen Sibei Yang Yizhou Yu 47 52 0 02 Jan 2023
CT-LungNet: A Deep Learning Framework for Precise Lung Tissue Segmentation in 3D Thoracic CT Scans Niloufar Delfan H. Moghaddam M. Modaresi Kimia Afshari K. Nezamabadi N. Pak Omid Ghaemi Mohamad Forouzanfar 30 2 0 28 Dec 2022
Vision Transformers in Medical Imaging: A Review Emerald U. Henry Onyeka Emebob C. Omonhinmin ViT MedIm 40 34 0 18 Nov 2022
FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings Jean Ogier du Terrail Samy Ayed Edwige Cyffers Felix Grimberg Chaoyang He ... Sai Praneeth Karimireddy Marco Lorenzi Giovanni Neglia Marc Tommasi M. Andreux FedML 47 143 0 10 Oct 2022
OpenMedIA: Open-Source Medical Image Analysis Toolbox and Benchmark under Heterogeneous AI Computing Platforms Jiafan Zhuang Xiansong Huang Yang Yang Jiancong Chen Yue Yu Wei-Nan Gao Ge Li Jie Chen Tong Zhang VLM 19 5 0 11 Aug 2022
Re-thinking and Re-labeling LIDC-IDRI for Robust Pulmonary Cancer Prediction Hanxiao Zhang Xiao Gu Minghui Zhang Weihao Yu Liang Chen Zhexin Wang Feng Yao Yun Gu Guangyao Yang 24 5 0 28 Jul 2022
FakeNews: GAN-based generation of realistic 3D volumetric data -- A systematic review and taxonomy André Ferreira Jianning Li Kelsey L. Pomykala Jens Kleesiek Victor Alves Jan Egger MedIm 29 22 0 04 Jul 2022
Uncertainty Quantification for Deep Unrolling-Based Computational Imaging Canberk Ekmekci Müjdat Çetin UQCV 26 12 0 02 Jul 2022
Siamese Encoder-based Spatial-Temporal Mixer for Growth Trend Prediction of Lung Nodules on CT Scans Jiansheng Fang Jingwen Wang Anwei Li Yuguang Yan Yonghe Hou Chao Song Hongbo Liu Jiang Liu 19 7 0 07 Jun 2022
Metrics reloaded: Recommendations for image analysis validation Lena Maier-Hein Annika Reinke Patrick Godau M. Tizabi Florian Buettner ... Aleksei Tiulpin Sotirios A. Tsaftaris Ben Van Calster Gaël Varoquaux Paul F. Jäger 34 218 0 03 Jun 2022
Generative Adversarial Networks for Image Super-Resolution: A Survey Chunwei Tian Xuanyu Zhang Chun-Wei Lin W. Zuo Yanning Zhang Chia-Wen Lin GAN 44 45 0 28 Apr 2022
DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis F. Haghighi M. Taher Michael B. Gotway Jianming Liang MedIm 29 72 0 21 Apr 2022
Towards Reliable and Explainable AI Model for Solid Pulmonary Nodule Diagnosis Chenglong Wang Yun-Hui Liu Feng-Liang Wang Chengxiu Zhang Yida Wang Mei Yuan Guangze Yang 20 4 0 08 Apr 2022
Vision Transformers in Medical Computer Vision -- A Contemplative Retrospection Arshi Parvaiz Muhammad Anwaar Khalid Rukhsana Zafar Huma Ameer M. Ali M. Fraz MedIm 23 59 0 29 Mar 2022
CapsNet for Medical Image Segmentation Minh-Trieu Tran Viet-Khoa Vo-Ho Kyle Quinn Hien Nguyen Khoa Luu Ngan Le MedIm 13 5 0 16 Mar 2022
Debiasing pipeline improves deep learning model generalization for X-ray based lung nodule detection M. J. Horry Subrata Chakraborty B. Pradhan M. Paul Jing Zhu H. Loh P. Barua Usha R. Acharya AI4CE 38 7 0 24 Jan 2022
Robust Weakly Supervised Learning for COVID-19 Recognition Using Multi-Center CT Images Qinghao Ye Yuan Gao Weiping Ding Z. Niu Chengjia Wang ... Minhao Wang E. Fang Wade Menpes-Smith Jun Xia Guang Yang OOD 31 33 0 09 Dec 2021
Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis Yucheng Tang Dong Yang Wenqi Li H. Roth Bennett Landman Daguang Xu V. Nath Ali Hatamizadeh ViT MedIm 42 518 0 29 Nov 2021
Dual Skip Connections Minimize the False Positive Rate of Lung Nodule Detection in CT images Jiahua Xu Philipp Ernst Tung-Lung Liu A. Nürnberger 22 1 0 25 Oct 2021
AWEU-Net: An Attention-Aware Weight Excitation U-Net for Lung Nodule Segmentation Syeda Furruka Banu Md. Mostafa Kamal Sarker M. Abdel-Nasser D. Puig Hatem A. Rashwan 28 22 0 11 Oct 2021
Machine Learning based Medical Image Deepfake Detection: A Comparative Study Siddharth Solaiyappan Yuxin Wen AAML MedIm 43 42 0 27 Sep 2021
Self-supervised learning methods and applications in medical imaging analysis: A survey Saeed Shurrab R. Duwairi OOD 37 177 0 17 Sep 2021
Medical Image Segmentation with 3D Convolutional Neural Networks: A Survey S. Niyas S. Pawan Anand Kumar Jeny Rajan MedIm 53 83 0 19 Aug 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 46 49 0 24 Jun 2021
Recent advances and clinical applications of deep learning in medical image analysis Xuxin Chen Ximing Wang Kecheng Zhang K. Fung T. Thai K. Moore Robert S. Mannel Hong Liu B. Zheng Y. Qiu OOD 18 574 0 27 May 2021
Lung Cancer Diagnosis Using Deep Attention Based on Multiple Instance Learning and Radiomics Junhua Chen H. Zeng Chong Zhang Zhenwei Shi Andre Dekker L. Wee Inigo Bermejo 21 25 0 29 Apr 2021