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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
Medical Image Analysis using Deep Relational Learning Zhi-Hu Liu MedIm 64 0 0 28 Mar 2023
Influencer Backdoor Attack on Semantic Segmentation Haoheng Lan Jindong Gu Philip Torr Hengshuang Zhao AAML 78 6 0 21 Mar 2023
PASS: Peer-Agreement based Sample Selection for training with Noisy Labels Arpit Garg Cuong C. Nguyen Rafael Felix Thanh-Toan Do G. Carneiro 64 2 0 20 Mar 2023
HybridMIM: A Hybrid Masked Image Modeling Framework for 3D Medical Image Segmentation Zhaohu Xing Lei Zhu Lequan Yu Zhiheng Xing Liang Wan 68 9 0 18 Mar 2023
Diff-UNet: A Diffusion Embedded Network for Volumetric Segmentation Zhaohu Xing Liang Wan Huazhu Fu Guang Yang Lei Zhu MedIm 65 53 0 18 Mar 2023
Exploring contrast generalisation in deep learning-based brain MRI-to-CT synthesis Lotte Nijskens Cornelis C. D. Berg Joost Verhoeff M. Maspero OOD MedIm 55 8 0 17 Mar 2023
MedNeXt: Transformer-driven Scaling of ConvNets for Medical Image Segmentation Saikat Roy Gregor Koehler Constantin Ulrich Michael Baumgartner Jens Petersen Hyunjin Park Paul F. Jaeger Klaus Maier-Hein ViT MedIm 101 159 0 17 Mar 2023
Ins-ATP: Deep Estimation of ATP for Organoid Based on High Throughput Microscopic Images Xuesheng Bian Cheng-Yu Wang Shuting Chen Weiquan Liu Senmin Xu Jin Zhu Rugang Wang Zexin Chen Min Huang Gang Li MedIm LM&MA 32 1 0 13 Mar 2023
Exploring Cycle Consistency Learning in Interactive Volume Segmentation Qin Liu Meng Zheng Benjamin Planche Zhong Gao Terrence Chen Marc Niethammer Ziyan Wu 120 3 0 11 Mar 2023
Multimodal Data Integration for Oncology in the Era of Deep Neural Networks: A Review Asim Waqas Aakash Tripathi Ravichandran Ramachandran Paul Stewart Ghulam Rasool AI4CE 121 37 0 11 Mar 2023
MIXPGD: Hybrid Adversarial Training for Speech Recognition Systems A. Huq Weiyi Zhang Xiaolin Hu AAML 88 3 0 10 Mar 2023
An Evaluation of Non-Contrastive Self-Supervised Learning for Federated Medical Image Analysis Soumitri Chattopadhyay Soham Ganguly Sreejit Chaudhury Sayan Nag S. Chattopadhyay 72 0 0 09 Mar 2023
DeepGD: A Multi-Objective Black-Box Test Selection Approach for Deep Neural Networks Zohreh Aghababaeyan Manel Abdellatif Mahboubeh Dadkhah Lionel C. Briand AAML 65 18 0 08 Mar 2023
FreeEagle: Detecting Complex Neural Trojans in Data-Free Cases Chong Fu Xuhong Zhang S. Ji Ting Wang Peng Lin Yanghe Feng Jianwei Yin AAML 73 11 0 28 Feb 2023
X-TRA: Improving Chest X-ray Tasks with Cross-Modal Retrieval Augmentation Tom van Sonsbeek M. Worring 58 14 0 22 Feb 2023
A residual dense vision transformer for medical image super-resolution with segmentation-based perceptual loss fine-tuning Jin Zhu Guang Yang Pietro Lio ViT MedIm 98 6 0 22 Feb 2023
Risk Classification of Brain Metastases via Radiomics, Delta-Radiomics and Machine Learning P. Sommer Yixing Huang Christoph Bert Andreas Maier Manuel Schmidt Arnd Dörfler R. Fietkau F. Putz AI4CE 26 1 0 17 Feb 2023
Learning to Forecast Aleatoric and Epistemic Uncertainties over Long Horizon Trajectories Aastha Acharya Rebecca L. Russell Nisar R. Ahmed 73 6 0 17 Feb 2023
A Survey of Feature detection methods for localisation of plain sections of Axial Brain Magnetic Resonance Imaging Jiri Martinu Jan Novotný K. Adámek P. Čermák J. Kozel D. Školoudík OOD 24 2 0 08 Feb 2023
Aligning Multi-Sequence CMR Towards Fully Automated Myocardial Pathology Segmentation Wangbin Ding Lei Li Junyi Qiu Sihan Wang Liqin Huang Yinyin Chen Shan Yang Xiahai Zhuang 75 8 0 07 Feb 2023
Multi-organ segmentation: a progressive exploration of learning paradigms under scarce annotation Shiman Li Haoran Wang Yucong Meng Chenxi Zhang Zhijian Song 116 7 0 07 Feb 2023
Climate Intervention Analysis using AI Model Guided by Statistical Physics Principles S. K. Kim Kalai Ramea Salva Rühling Cachay H. Hirasawa Subhashis Hazarika D. Hingmire Peetak Mitra P. Rasch Hansi K. A. Singh AI4CE 56 0 0 07 Feb 2023
Transfer Learning and Class Decomposition for Detecting the Cognitive Decline of Alzheimer Disease Maha M Alwuthaynani Zahraa S Abdallah Raúl Santos-Rodríguez 29 2 0 31 Jan 2023
Parkinson gait modelling from an anomaly deep representation Edgar Rangel F. Martínez 33 4 0 26 Jan 2023
Learning to Linearize Deep Neural Networks for Secure and Efficient Private Inference Souvik Kundu Shun Lu Yuke Zhang Jacqueline Liu Peter A. Beerel 40 29 0 23 Jan 2023
Promises and pitfalls of deep neural networks in neuroimaging-based psychiatric research Fabian Eitel Marc-Andre Schulz Moritz Seiler Henrik Walter K. Ritter AI4CE 89 44 0 20 Jan 2023
Safety Verification of Neural Network Control Systems Using Guaranteed Neural Network Model Reduction Weiming Xiang Zhongzhu Shao 52 3 0 17 Jan 2023
Explicit Temporal Embedding in Deep Generative Latent Models for Longitudinal Medical Image Synthesis Julian Schon Raghavendra Selvan Lotte Nygaard I. Vogelius Jens Petersen MedIm 127 4 0 13 Jan 2023
LSDM: Long-Short Diffeomorphic Motion for Weakly-Supervised Ultrasound Landmark Tracking Zhihua Liu B. Yang Yan Shen Xuejun Ni Huiyu Zhou MedIm 73 0 0 11 Jan 2023
Learning Confident Classifiers in the Presence of Label Noise Asma Ahmed Hashmi Aigerim Zhumabayeva Nikita Kotelevskii A. Agafonov Mohammad Yaqub Maxim Panov Martin Takávc NoLa 180 2 0 02 Jan 2023
NeuroExplainer: Fine-Grained Attention Decoding to Uncover Cortical Development Patterns of Preterm Infants Chen Xue Fan Wang Yuanzhuo Zhu Hui Li Deyu Meng Dinggang Shen C. Lian 123 3 0 01 Jan 2023
Asymmetric Co-teaching with Multi-view Consensus for Noisy Label Learning Fengbei Liu Yuanhong Chen Chong Wang Yu-Ching Tain G. Carneiro NoLa 98 0 0 01 Jan 2023
Source-Free Unsupervised Domain Adaptation: A Survey Yuqi Fang P. Yap W. Lin Hongtu Zhu Mingxia Liu 230 99 0 31 Dec 2022
Domain-specific transfer learning in the automated scoring of tumor-stroma ratio from histopathological images of colorectal cancer Liisa Petäinen J. Väyrynen Pekka Ruusuvuori I. Pölönen S. Äyrämö Teijo Kuopio 23 2 0 30 Dec 2022
Explainable and Lightweight Model for COVID-19 Detection Using Chest Radiology Images S. Suba N. Parekh MedIm 64 0 0 28 Dec 2022
Improving Pre-Trained Weights Through Meta-Heuristics Fine-Tuning Gustavo de Rosa Mateus Roder João Paulo Papa C. F. G. Santos 48 2 0 19 Dec 2022
A Survey on Password Guessing Lam C. Tran Thuc Nguyen Changho Seo Hyunil Kim Deokjai Choi 54 1 0 17 Dec 2022
Two-stage Contextual Transformer-based Convolutional Neural Network for Airway Extraction from CT Images Yanan Wu Shuiqing Zhao Shouliang Qi Jie Feng H. Pang ... Long Bai Meng-Yi Li Shuyue Xia W. Qian Hongliang Ren ViT MedIm 81 26 0 15 Dec 2022
Post-hoc Uncertainty Learning using a Dirichlet Meta-Model Maohao Shen Yuheng Bu P. Sattigeri S. Ghosh Subhro Das G. Wornell UQCV OOD BDL 50 34 0 14 Dec 2022
Adversarial Attacks and Defences for Skin Cancer Classification Vinay Jogani J. Purohit Ishaan Shivhare Samina Attari S. Shrawne AAML MedIm 57 2 0 13 Dec 2022
Mixed Supervision of Histopathology Improves Prostate Cancer Classification from MRI Abhejit Rajagopal A. Westphalen Nathan Velarde Tim Ullrich J. Simko Hao Nguyen T. Hope P. Larson Kirti Magudia 67 4 0 13 Dec 2022
Interpretable Diabetic Retinopathy Diagnosis based on Biomarker Activation Map P. Zang T. Hormel Jie Wang Yukun Guo Steven T. Bailey C. Flaxel David Huang T. Hwang Yali Jia MedIm 73 8 0 13 Dec 2022
MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality Microscopy Gihun Lee Sangmook Kim Joonkee Kim Se-Young Yun MedIm 63 20 0 07 Dec 2022
Refiner: Data Refining against Gradient Leakage Attacks in Federated Learning Mingyuan Fan Cen Chen Chengyu Wang Ximeng Liu Wenmeng Zhou AAML FedML 118 0 0 05 Dec 2022
An Empirical Study of Library Usage and Dependency in Deep Learning Frameworks Mohamed Raed El aoun L. Tidjon Ben Rombaut Foutse Khomh Ahmed E. Hassan 37 7 0 28 Nov 2022
Deep representation learning: Fundamentals, Perspectives, Applications, and Open Challenges K. T. Baghaei Amirreza Payandeh Pooya Fayyazsanavi Shahram Rahimi Zhiqian Chen Somayeh Bakhtiari Ramezani FaML AI4TS 71 6 0 27 Nov 2022
Mediastinal Lymph Node Detection and Segmentation Using Deep Learning Al-Akhir Nayan B. Kijsirikul Y. Iwahori 42 10 0 24 Nov 2022
ProSFDA: Prompt Learning based Source-free Domain Adaptation for Medical Image Segmentation Shishuai Hu Zehui Liao Yong-quan Xia OOD MedIm 95 22 0 21 Nov 2022
convoHER2: A Deep Neural Network for Multi-Stage Classification of HER2 Breast Cancer M. F. Mridha Md. Kishor Morol Md. Asraf Ali Md Sakib Hossain Shovon 52 10 0 19 Nov 2022
Deep learning for table detection and structure recognition: A survey M. Kasem Abdelrahman Abdallah Alexander Berendeyev Ebrahem Elkady Mahmoud Abdalla Mohamed Mahmoud Mohamed Hamada D. Nurseitov I. Taj-Eddin LMTD 95 27 0 15 Nov 2022