A Survey on Deep Learning in Medical Image Analysis

19 February 2017

Bram van Ginneken

Papers citing "A Survey on Deep Learning in Medical Image Analysis"

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Title
A Prototype Unit for Image De-raining using Time-Lapse Data Jaehoon Cho Minjung Yoo Jini Yang Sunok Kim 47 4 0 27 Dec 2024
Pretraining with random noise for uncertainty calibration Jeonghwan Cheon Se-Bum Paik OnRL 46 0 0 23 Dec 2024
Read Like a Radiologist: Efficient Vision-Language Model for 3D Medical Imaging Interpretation Changsun Lee Sangjoon Park Cheong-Il Shin Woo Hee Choi Hyun Jeong Park J. Lee Jong Chul Ye 69 0 0 18 Dec 2024
S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging Yimu Pan Sitao Zhang Alison D. Gernand Jeffery A. Goldstein J. Z. Wang 72 1 0 17 Dec 2024
ITP: Instance-Aware Test Pruning for Out-of-Distribution Detection Haonan Xu Yang Yang OODD 86 1 0 17 Dec 2024
Mask Enhanced Deeply Supervised Prostate Cancer Detection on B-mode Micro-Ultrasound Lichun Zhang Steve Zhou Moon Hyung Choi Jeong Hoon Lee Shengtian Sang ... Wei Shao Ahmed N. El Kaffas Richard E. Fan G. Sonn M. Rusu MedIm 71 0 0 14 Dec 2024
A Decade of Deep Learning: A Survey on The Magnificent Seven Dilshod Azizov Muhammad Arslan Manzoor Velibor Bojkovic Yingxu Wang Zhilin Wang ... Liang Li Siwei Liu Yu Zhong Wei Liu Shangsong Liang OOD AI4TS MedIm 120 0 0 13 Dec 2024
Embeddings are all you need! Achieving High Performance Medical Image Classification through Training-Free Embedding Analysis Raj Hansini Khoiwal Alan B. McMillan MedIm 67 0 0 12 Dec 2024
LDM-Morph: Latent diffusion model guided deformable image registration Jiong Wu Kuang Gong MedIm 74 4 0 23 Nov 2024
SP ${ }^3$ : Superpixel-propagated pseudo-label learning for weakly semi-supervised medical image segmentation Shiman Li Jiayue Zhao Shaolei Liu Xiaokun Dai Chenxi Zhang Zhijian Song 86 0 0 18 Nov 2024
Lung Disease Detection with Vision Transformers: A Comparative Study of Machine Learning Methods Baljinnyam Dayan LM&MA ViT MedIm 66 0 0 18 Nov 2024
D-Cube: Exploiting Hyper-Features of Diffusion Model for Robust Medical Classification Minhee Jang Juheon Son Thanaporn Viriyasaranon Junho Kim Jang-Hwan Choi MedIm 34 0 0 17 Nov 2024
FedCL-Ensemble Learning: A Framework of Federated Continual Learning with Ensemble Transfer Learning Enhanced for Alzheimer's MRI Classifications while Preserving Privacy Rishit Kapoor Jesher Joshua Muralidharan Vijayarangan Natarajan B FedML OOD 76 0 0 15 Nov 2024
Gaussian Process Emulators for Few-Shot Segmentation in Cardiac MRI Bruno Viti Franz Thaler Kathrin Lisa Kapper M. Urschler Martin Holler Elias Karabelas 37 0 0 11 Nov 2024
Lost in Context: The Influence of Context on Feature Attribution Methods for Object Recognition Sayanta Adhikari Rishav Kumar Konda Reddy Mopuri Rajalakshmi Pachamuthu 33 0 0 05 Nov 2024
Benchmarking XAI Explanations with Human-Aligned Evaluations Rémi Kazmierczak Steve Azzolin Eloise Berthier Anna Hedström Patricia Delhomme ... Goran Frehse Massimiliano Mancini Baptiste Caramiaux Andrea Passerini Gianni Franchi 28 1 0 04 Nov 2024
How Good Are We? Evaluating Cell AI Foundation Models in Kidney Pathology with Human-in-the-Loop Enrichment Junlin Guo Siqi Lu Can Cui Ruining Deng Tianyuan Yao ... Catie Chang Mitchell Wilkes Mengmeng Yin Haichun Yang Yuankai Huo MedIm 48 1 0 31 Oct 2024
MLLA-UNet: Mamba-like Linear Attention in an Efficient U-Shape Model for Medical Image Segmentation Yufeng Jiang Zongxi Li Xiangyan Chen Haoran Xie Jing Cai Mamba 42 1 0 31 Oct 2024
Compositional Segmentation of Cardiac Images Leveraging Metadata Abbas Khan Muhammad Asad Martin Benning C. Roney Gregory Slabaugh 36 0 0 30 Oct 2024
Increasing Interpretability of Neural Networks By Approximating Human Visual Saliency Aidan Boyd M. Trabelsi H. Uzunalioglu Dan Kushnir FAtt 26 0 0 21 Oct 2024
Deep Learning Applications in Medical Image Analysis: Advancements, Challenges, and Future Directions Aimina Ali Eli Abida Ali OOD AAML 19 0 0 18 Oct 2024
CONSULT: Contrastive Self-Supervised Learning for Few-shot Tumor Detection Sin Chee Chin Xuzhi Zhang Lee Yeong Khang Wenming Yang MedIm 26 0 0 15 Oct 2024
Selecting the Best Sequential Transfer Path for Medical Image Segmentation with Limited Labeled Data Jingyun Yang Jun Wang Guoqing Zhang Yang Li 26 1 0 09 Oct 2024
Large Scale MRI Collection and Segmentation of Cirrhotic Liver Debesh Jha Onkar Susladkar Vandan Gorade Elif Keles M. Antalek ... Daniela Ladner Amir Borhani A. Medetalibeyoğlu Gorkem Durak Ulas Bagci 49 1 0 06 Oct 2024
Multiscale Latent Diffusion Model for Enhanced Feature Extraction from Medical Images Rabeya Tus Sadia Jie Zhang Jin Chen MedIm 20 0 0 05 Oct 2024
Med-TTT: Vision Test-Time Training model for Medical Image Segmentation Jiashu Xu ViT LM&MA MedIm 33 0 0 03 Oct 2024
Domain Aware Multi-Task Pretraining of 3D Swin Transformer for T1-weighted Brain MRI Jonghun Kim Mansu Kim Hyunjin Park MedIm ViT 23 0 0 01 Oct 2024
LoRKD: Low-Rank Knowledge Decomposition for Medical Foundation Models Haolin Li Yuhang Zhou Ziheng Zhao Siyuan Du Jiangchao Yao Weidi Xie Ya Zhang Yanfeng Wang 31 1 0 29 Sep 2024
Benchmarking Domain Generalization Algorithms in Computational Pathology Neda Zamanitajeddin Mostafa Jahanifar Kesi Xu Fouzia Siraj Nasir M. Rajpoot OOD 36 2 0 25 Sep 2024
To Err Is AI! Debugging as an Intervention to Facilitate Appropriate Reliance on AI Systems Gaole He Abri Bharos U. Gadiraju 39 4 0 22 Sep 2024
UU-Mamba: Uncertainty-aware U-Mamba for Cardiovascular Segmentation Ting Yu Tsai Li Lin Shu Hu Connie W. Tsao Xin Li Ming-Ching Chang Hongtu Zhu Xin Wang Mamba 48 1 0 22 Sep 2024
Multi-Domain Data Aggregation for Axon and Myelin Segmentation in Histology Images Armand Collin Arthur Boschet Mathieu Boudreau Julien Cohen-Adad 36 0 0 17 Sep 2024
Genetic Information Analysis of Age-Related Macular Degeneration Fellow Eye Using Multi-Modal Selective ViT Yoichi Furukawa Satoshi Kamiya Yoichi Sakurada Kenji Kashiwagi Kazuhiro Hotta 26 0 0 17 Sep 2024
Lite-FBCN: Lightweight Fast Bilinear Convolutional Network for Brain Disease Classification from MRI Image Dewinda Julianensi Rumala R. F. Rachmadi A. Sensusiati I Ketut Eddy Purnama 16 0 0 17 Sep 2024
The Role of Explainable AI in Revolutionizing Human Health Monitoring: A Review Abdullah Alharthi Ahmed Alqurashi Turki Alharbi Mohammed Alammar Nasser Aldosari Houssem Bouchekara Yusuf Shaaban Mohammad Shoaib Shahriar Abdulrahman Al Ayidh 39 0 0 11 Sep 2024
Using machine learning for fault detection in lighthouse light sensors Michael Kampouridis Nikolaos Vastardis George Rayment 19 0 0 09 Sep 2024
Few-shot Adaptation of Medical Vision-Language Models Fereshteh Shakeri Yunshi Huang Julio Silva-Rodríguez Houda Bahig An Tang Jose Dolz Ismail Ben Ayed VLM 36 2 0 05 Sep 2024
Coalitions of AI-based Methods Predict 15-Year Risks of Breast Cancer Metastasis Using Real-World Clinical Data with AUC up to 0.9 Xia Jiang Yijun Zhou Alan Wells A. Brufsky OOD AI4CE 33 0 0 29 Aug 2024
Unleashing the Potential of SAM2 for Biomedical Images and Videos: A Survey Yichi Zhang Zhenrong Shen VLM 30 12 0 23 Aug 2024
SAM-SP: Self-Prompting Makes SAM Great Again Chunpeng Zhou Kangjie Ning Qianqian Shen Sheng Zhou Zhi Yu Haishuai Wang VLM 41 1 0 22 Aug 2024
MakeupAttack: Feature Space Black-box Backdoor Attack on Face Recognition via Makeup Transfer Ming Sun Lihua Jing Zixuan Zhu Rui Wang AAML 27 1 0 22 Aug 2024
CT-AGRG: Automated Abnormality-Guided Report Generation from 3D Chest CT Volumes Theo Di Piazza 32 0 0 21 Aug 2024
Aligning Object Detector Bounding Boxes with Human Preference Ombretta Strafforello O. Kayhan Oana Inel Klamer Schutte J. C. V. Gemert ObjD 30 0 0 20 Aug 2024
Comparative Performance Analysis of Transformer-Based Pre-Trained Models for Detecting Keratoconus Disease Nayeem Ahmed Md Maruf Rahman Md Fatin Ishrak Md Imran Kabir Joy Md Sanowar Hossain Sabuj Md. Sadekur Rahman 17 0 0 16 Aug 2024
HistoGym: A Reinforcement Learning Environment for Histopathological Image Analysis Zhi-Bo Liu Xiaobo Pang Jizhao Wang Shuai Liu Chen Li 39 1 0 16 Aug 2024
DFT-Based Adversarial Attack Detection in MRI Brain Imaging: Enhancing Diagnostic Accuracy in Alzheimer's Case Studies Mohammad Hossein Najafi Mohammad Morsali Mohammadmahdi Vahediahmar Saeed Bagheri Shouraki AAML MedIm 39 0 0 16 Aug 2024
Path-SAM2: Transfer SAM2 for digital pathology semantic segmentation Mingya Zhang Liang Wang Zhihao Chen Yiyuan Ge Xianping Tao VLM MedIm 42 3 0 07 Aug 2024
More Than Positive and Negative: Communicating Fine Granularity in Medical Diagnosis Xiangyu Peng Kai Wang Jianfei Yang Yingying Zhu Yang You MedIm 40 0 0 05 Aug 2024
MedUHIP: Towards Human-In-the-Loop Medical Segmentation Jiayuan Zhu A. Billard 29 0 0 03 Aug 2024
PINNs for Medical Image Analysis: A Survey C. Banerjee Kien Nguyen Olivier Salvado Truyen Tran Clinton Fookes AI4CE 31 1 0 02 Aug 2024