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
X-TRA: Improving Chest X-ray Tasks with Cross-Modal Retrieval Augmentation Tom van Sonsbeek M. Worring 23 12 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 32 5 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 16 1 0 17 Feb 2023
Learning to Forecast Aleatoric and Epistemic Uncertainties over Long Horizon Trajectories Aastha Acharya Rebecca L. Russell Nisar R. Ahmed 34 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 14 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 40 7 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 35 6 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 35 0 0 07 Feb 2023
Transfer Learning and Class Decomposition for Detecting the Cognitive Decline of Alzheimer Disease Maha M Alwuthaynani Z. Abdallah Raúl Santos-Rodríguez 17 2 0 31 Jan 2023
Parkinson gait modelling from an anomaly deep representation Edgar Rangel F. Martínez 17 2 0 26 Jan 2023
Learning to Linearize Deep Neural Networks for Secure and Efficient Private Inference Souvik Kundu Shun Lu Yuke Zhang Jacqueline Liu P. Beerel 8 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 19 42 0 20 Jan 2023
Safety Verification of Neural Network Control Systems Using Guaranteed Neural Network Model Reduction Weiming Xiang Zhongzhu Shao 23 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 16 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 39 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 61 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 50 2 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 52 0 0 01 Jan 2023
Source-Free Unsupervised Domain Adaptation: A Survey Yuqi Fang P. Yap W. Lin Hongtu Zhu Mingxia Liu 134 90 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 13 2 0 30 Dec 2022
Explainable and Lightweight Model for COVID-19 Detection Using Chest Radiology Images S. Suba N. Parekh MedIm 30 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 36 2 0 19 Dec 2022
A Survey on Password Guessing Lam C. Tran Thuc Nguyen Changho Seo Hyunil Kim Deokjai Choi 13 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 27 25 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 13 31 0 14 Dec 2022
Adversarial Attacks and Defences for Skin Cancer Classification Vinay Jogani J. Purohit Ishaan Shivhare Samina Attari S. Shrawne AAML MedIm 33 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 24 3 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 27 7 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 19 18 0 07 Dec 2022
Refiner: Data Refining against Gradient Leakage Attacks in Federated Learning Mingyuan Fan Cen Chen Chengyu Wang Ximeng Liu Wenmeng Zhou Jun Huang AAML FedML 34 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 27 5 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 38 6 0 27 Nov 2022
Mediastinal Lymph Node Detection and Segmentation Using Deep Learning Al-Akhir Nayan B. Kijsirikul Y. Iwahori 17 8 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 28 21 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 11 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 35 25 0 15 Nov 2022
Auto-outlier Fusion Technique for Chest X-ray classification with Multi-head Attention Mechanism Yu Jing Zixuan Li 21 0 0 15 Nov 2022
Feedback Chain Network For Hippocampus Segmentation Heyu Huang Runmin Cong Lianhe Yang Ling Du C. Wang Sam Kwong 33 2 0 15 Nov 2022
Disentangled Uncertainty and Out of Distribution Detection in Medical Generative Models Kumud Lakara Matias Valdenegro-Toro UQCV OOD 30 1 0 11 Nov 2022
Framework Construction of an Adversarial Federated Transfer Learning Classifier Han Yi Tongxuan Bie Tongjiang Yan FedML MedIm 25 0 0 09 Nov 2022
Combination of multiple neural networks using transfer learning and extensive geometric data augmentation for assessing cellularity scores in histopathology images Jacob Beckmann Kosta Popovic 24 0 0 09 Nov 2022
Gradient-enhanced deep neural network approximations Xiaodong Feng Li Zeng UQCV 31 5 0 08 Nov 2022
Interpreting deep learning output for out-of-distribution detection Damian J. Matuszewski I. Sintorn OODD 32 1 0 07 Nov 2022
A Sequence Agnostic Multimodal Preprocessing for Clogged Blood Vessel Detection in Alzheimer's Diagnosis Partho Ghosh Md. Abrar Istiak Mir Sayeed Mohammad Swapnil Saha Uday Kamal 21 0 0 06 Nov 2022
Fighting the scanner effect in brain MRI segmentation with a progressive level-of-detail network trained on multi-site data M. Svanera Mattia Savardi A. Signoroni Sergio Benini L. Muckli 21 3 0 04 Nov 2022
Verifying And Interpreting Neural Networks using Finite Automata Marco Sälzer Eric Alsmann Florian Bruse M. Lange AAML 27 3 0 02 Nov 2022
Self-Supervised Learning with Limited Labeled Data for Prostate Cancer Detection in High Frequency Ultrasound P. Wilson Mahdi Gilany A. Jamzad Fahimeh Fooladgar Minh Nguyen Nhat To Brian Wodlinger Purang Abolmaesumi P. Mousavi 42 12 0 01 Nov 2022
SEMPAI: a Self-Enhancing Multi-Photon Artificial Intelligence for prior-informed assessment of muscle function and pathology Alexander Muhlberg P. Ritter S. Langer C. Goossens Stefanie Nübler ... Michael Haug W. H. Goldmann Andreas Maier O. Friedrich Lucas Kreiss 16 1 0 28 Oct 2022
IB-U-Nets: Improving medical image segmentation tasks with 3D Inductive Biased kernels Shrajan Bhandary Z. Babaiee D. Kostyszyn T. Fechter C. Zamboglou Anca-Ligia Grosu Radu Grosu 40 1 0 28 Oct 2022
FAS-UNet: A Novel FAS-driven Unet to Learn Variational Image Segmentation Hui Zhu Shi Shu Jianping Zhang SSeg 22 6 0 27 Oct 2022