Med3D: Transfer Learning for 3D Medical Image Analysis

1 April 2019

Papers citing "Med3D: Transfer Learning for 3D Medical Image Analysis"

50 / 191 papers shown

Title
MMIST-ccRCC: A Real World Medical Dataset for the Development of Multi-Modal Systems Tiago Mota M. R. Verdelho Alceu Bissoto Carlos Santiago Catarina Barata 16 2 0 02 May 2024
Machine Learning Techniques for MRI Data Processing at Expanding Scale Taro Langner 45 0 0 22 Apr 2024
JointViT: Modeling Oxygen Saturation Levels with Joint Supervision on Long-Tailed OCTA Zeyu Zhang Xuyin Qi Mingxi Chen Guangxi Li Ryan Pham ... Zhibin Liao O. Siggs Robert Mclaughlin Jamie Craig Minh-Son To 46 11 0 17 Apr 2024
CT Synthesis with Conditional Diffusion Models for Abdominal Lymph Node Segmentation Yongrui Yu Hanyu Chen Zitian Zhang Qiong Xiao Wenhui Lei ... Yu Fu Hui Tan Guan Wang Peng Gao Xiaofan Zhang DiffM MedIm 53 5 0 26 Mar 2024
CMViM: Contrastive Masked Vim Autoencoder for 3D Multi-modal Representation Learning for AD classification Guangqian Yang Kangrui Du Zhihan Yang Ye Du Yongping Zheng Shujun Wang 50 16 0 25 Mar 2024
Med3DInsight: Enhancing 3D Medical Image Understanding with 2D Multi-Modal Large Language Models Qiuhui Chen Huping Ye Yi Hong MedIm 61 1 0 08 Mar 2024
PrPSeg: Universal Proposition Learning for Panoramic Renal Pathology Segmentation Ruining Deng Quan Liu Can Cui Tianyuan Yao Jialin Yue ... Yu Wang Shilin Zhao Yucheng Tang Haichun Yang Yuankai Huo 37 9 0 29 Feb 2024
WDM: 3D Wavelet Diffusion Models for High-Resolution Medical Image Synthesis Paul Friedrich J. Wolleb Florentin Bieder Alicia Durrer P. Cattin MedIm 54 18 0 29 Feb 2024
Deep Rib Fracture Instance Segmentation and Classification from CT on the RibFrac Challenge Jiancheng Yang Rui Shi Liang Jin Xiaoyang Huang Kaiming Kuang ... Jianye He Lixuan Che Hanspeter Pfister Ming Li Bingbing Ni OOD 62 10 0 14 Feb 2024
ADAPT: Alzheimer Diagnosis through Adaptive Profiling Transformers Yifeng Wang Ke Chen Haohan Wang MedIm 28 1 0 12 Jan 2024
Primitive Geometry Segment Pre-training for 3D Medical Image Segmentation Ryu Tadokoro Ryosuke Yamada Kodai Nakashima Ryo Nakamura Hirokatsu Kataoka 43 4 0 08 Jan 2024
AliFuse: Aligning and Fusing Multi-modal Medical Data for Computer-Aided Diagnosis Qiuhui Chen Yi Hong MedIm 43 1 0 02 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 41 43 0 12 Dec 2023
Guided Reconstruction with Conditioned Diffusion Models for Unsupervised Anomaly Detection in Brain MRIs F. Behrendt Debayan Bhattacharya R. Mieling Lennart Maack Julia Kruger R. Opfer Alexander Schlaefer DiffM MedIm 37 10 0 07 Dec 2023
Versatile Medical Image Segmentation Learned from Multi-Source Datasets via Model Self-Disambiguation Xiaoyang Chen Hao Zheng Yuemeng Li Yuncong Ma Liang Ma Hongming Li Yong-Xian Fan 46 7 0 17 Nov 2023
Transfer learning from a sparsely annotated dataset of 3D medical images Gabriel Efrain Humpire-Mamani Colin Jacobs Mathias Prokop Bram van Ginneken Nikolas Lessmann 28 0 0 08 Nov 2023
A 3D generative model of pathological multi-modal MR images and segmentations Virginia Fernandez W. H. Pinaya Pedro Borges M. Graham Tom Vercauteren M. Jorge Cardoso MedIm 33 6 0 08 Nov 2023
3D EAGAN: 3D edge-aware attention generative adversarial network for prostate segmentation in transrectal ultrasound images Mengqing Liu Xiao Shao Liping Jiang Kaizhi Wu MedIm 3DPC GAN 17 0 0 07 Nov 2023
Predicting recovery following stroke: deep learning, multimodal data and feature selection using explainable AI Adam White Margarita Saranti Artur dÁvila Garcez T. Hope Cathy J. Price Howard Bowman 30 1 0 29 Oct 2023
Three-dimensional Bone Image Synthesis with Generative Adversarial Networks Christoph Angermann Johannes Bereiter-Payr Kerstin Stock Markus Haltmeier Gerald Degenhart MedIm 35 1 0 26 Oct 2023
Multi-domain improves out-of-distribution and data-limited scenarios for medical image analysis Ece Ozkan Xavier Boix OOD 38 0 0 10 Oct 2023
MedSyn: Text-guided Anatomy-aware Synthesis of High-Fidelity 3D CT Images Yanwu Xu Li Sun Wei Peng Shyam Visweswaran Kayhan Batmanghelich MedIm DiffM 56 20 0 05 Oct 2023
Self-distilled Masked Attention guided masked image modeling with noise Regularized Teacher (SMART) for medical image analysis Jue Jiang Aneesh Rangnekar Chloe Choi Harini Veeraraghavan MedIm 52 0 0 02 Oct 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 37 10 0 13 Sep 2023
Two-Stage Hybrid Supervision Framework for Fast, Low-resource, and Accurate Organ and Pan-cancer Segmentation in Abdomen CT Wentao Liu Tong Tian Weijing Xu Lemeng Wang Haoyuan Li Huihua Yang 25 1 0 11 Sep 2023
High-risk Factor Prediction in Lung Cancer Using Thin CT Scans: An Attention-Enhanced Graph Convolutional Network Approach Xiaotong Fu Xiangyu Meng Jing Zhou Ying Ji 22 4 0 27 Aug 2023
Generative AI for Medical Imaging: extending the MONAI Framework W. H. Pinaya M. Graham E. Kerfoot Petru-Daniel Tudosiu J. Dafflon ... Andrew Feng Marc Modat P. Nachev Sebastien Ourselin M. Jorge Cardoso SyDa MedIm 55 66 0 27 Jul 2023
Sparse annotation strategies for segmentation of short axis cardiac MRI J. Stein Maxime Di Folco Julia A. Schnabel 41 1 0 24 Jul 2023
Multiscale Progressive Text Prompt Network for Medical Image Segmentation Xianjun Han Qianqian Chen Zhaoyang Xie Xuejun Li Hongyu Yang MedIm 40 8 0 30 Jun 2023
Multi-View Attention Learning for Residual Disease Prediction of Ovarian Cancer Xiang Gao Shulan Ruan Jun Shi Guo-Qing Hu Wei Wei 21 2 0 26 Jun 2023
Interpretable Small Training Set Image Segmentation Network Originated from Multi-Grid Variational Model Junying Meng Weihong Guo Jun Liu Mingrui Yang 26 1 0 25 Jun 2023
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching D. M. Nguyen Hoang Nguyen Nghiem Tuong Diep Tan Ngoc Pham T. Cao ... Nhat Ho Shadi Albarqouni P. Xie Daniel Sonntag Mathias Niepert VLM MedIm 39 49 0 20 Jun 2023
Brain Anatomy Prior Modeling to Forecast Clinical Progression of Cognitive Impairment with Structural MRI Lintao Zhang Jinjian Wu Lihong Wang Li Wang David C. Steffens S. Qiu G. Potter Mingxia Liu MedIm AI4CE 48 0 0 20 Jun 2023
A survey on deep learning approaches for data integration in autonomous driving system Xi Zhu Likang Wang Caifa Zhou Xiya Cao Yue Gong Lei Chen 52 1 0 17 Jun 2023
On the Challenges and Perspectives of Foundation Models for Medical Image Analysis Shaoting Zhang Dimitris N. Metaxas LM&MA VLM MedIm AI4CE 65 130 0 09 Jun 2023
Training Like a Medical Resident: Context-Prior Learning Toward Universal Medical Image Segmentation Yunhe Gao Zhuowei Li Di Liu Mu Zhou Shaoting Zhang Dimitris N. Metaxas MedIm 43 12 0 04 Jun 2023
DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation Yifan Gao W. Xia Dingdu Hu Wenkui Wang Xin Gao OOD VLM MedIm 34 29 0 01 Jun 2023
Conditional Diffusion Models for Semantic 3D Brain MRI Synthesis Zolnamar Dorjsembe H. Pao Sodtavilan Odonchimed Furen Xiao DiffM MedIm 38 41 0 29 May 2023
An Accelerated Pipeline for Multi-label Renal Pathology Image Segmentation at the Whole Slide Image Level Haoju Leng Ruining Deng Zuhayr Asad R. M. Womick Haichun Yang L. Wan Yuankai Huo MedIm 16 1 0 23 May 2023
Neuralizer: General Neuroimage Analysis without Re-Training Steffen Czolbe H. Dickinson OOD 62 13 0 04 May 2023
Unsupervised Discovery of 3D Hierarchical Structure with Generative Diffusion Features Nurislam Tursynbek Marc Niethammer MedIm DiffM 27 5 0 28 Apr 2023
Regional Deep Atrophy: a Self-Supervised Learning Method to Automatically Identify Regions Associated With Alzheimer's Disease Progression From Longitudinal MRI M. Dong L. Xie Sandhitsu R. Das Jiancong Wang L. Wisse Robin DeFlores David A. Wolk Paul Yushkevich 23 1 0 10 Apr 2023
Language-aware Multiple Datasets Detection Pretraining for DETRs Jing Hao Song Chen Xiaodi Wang Shumin Han ObjD 46 3 0 07 Apr 2023
UniSeg: A Prompt-driven Universal Segmentation Model as well as A Strong Representation Learner Yiwen Ye Yutong Xie Jianpeng Zhang Ziyang Chen Yong-quan Xia SSL 43 42 0 07 Apr 2023
Video Pretraining Advances 3D Deep Learning on Chest CT Tasks Alexander Ke Shih-Cheng Huang Chloe P. O'Connell M. Klimont Serena Yeung Pranav Rajpurkar 28 8 0 02 Apr 2023
Towards Foundation Models and Few-Shot Parameter-Efficient Fine-Tuning for Volumetric Organ Segmentation Julio Silva-Rodríguez Jose Dolz Ismail Ben Ayed 72 13 0 29 Mar 2023
MultiTalent: A Multi-Dataset Approach to Medical Image Segmentation Constantin Ulrich Fabian Isensee Tassilo Wald M. Zenk Michael Baumgartner Klaus H. Maier-Hein 37 37 0 25 Mar 2023
Causal Image Synthesis of Brain MR in 3D Yujia Li Jiong Shi S. Kevin Zhou CML 3DV MedIm DiffM 68 2 0 25 Mar 2023
Large AI Models in Health Informatics: Applications, Challenges, and the Future Jianing Qiu Lin Li Jiankai Sun Jiachuan Peng Peilun Shi ... Bo Xiao Wu Yuan Ningli Wang Dong Xu Benny Lo AI4MH LM&MA 47 130 0 21 Mar 2023
A hybrid CNN-RNN approach for survival analysis in a Lung Cancer Screening study Yaozhi Lu S. Aslani A. Zhao Ahmed H. Shahin D. Barber M. Emberton Daniel C. Alexander Joseph Jacob 50 7 0 19 Mar 2023