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
Automated Diagnosis of Cardiovascular Diseases from Cardiac Magnetic Resonance Imaging Using Deep Learning Models: A Review M. Jafari A. Shoeibi Marjane Khodatars Navid Ghassemi Parisa Moridian ... Yu-Dong Zhang Shui-Hua Wang Juan M Gorriz Hamid Alinejad-Rokny U. Acharya 30 0 0 26 Oct 2022
ConnectedUNets++: Mass Segmentation from Whole Mammographic Images Prithul Sarker Sushmita Sarker G. Bebis Alireza Tavakkoli 11 2 0 25 Oct 2022
MISm: A Medical Image Segmentation Metric for Evaluation of weak labeled Data D. Hartmann Verena Schmid Philip Meyer Iñaki Soto Rey Dominik Muller Frank Kramer 38 1 0 24 Oct 2022
Self-Supervised Learning with Masked Image Modeling for Teeth Numbering, Detection of Dental Restorations, and Instance Segmentation in Dental Panoramic Radiographs A. Almalki Longin Jan Latecki MedIm 22 14 0 20 Oct 2022
Standardized Medical Image Classification across Medical Disciplines Simone Mayer Dominik Muller Frank Kramer MedIm LM&MA 27 3 0 20 Oct 2022
SimpleClick: Interactive Image Segmentation with Simple Vision Transformers Qin Liu Zhenlin Xu Gedas Bertasius Marc Niethammer 24 111 0 20 Oct 2022
Non-Iterative Scribble-Supervised Learning with Pacing Pseudo-Masks for Medical Image Segmentation Zefan Yang Di Lin Dong Ni Yi Wang 15 12 0 20 Oct 2022
A Novel Membership Inference Attack against Dynamic Neural Networks by Utilizing Policy Networks Information Pan Li Peizhuo Lv Shenchen Zhu Ruigang Liang Kai Chen AAML MU 32 0 0 17 Oct 2022
Boosting Out-of-distribution Detection with Typical Features Yao Zhu YueFeng Chen Chuanlong Xie Xiaodan Li Rong Zhang Hui Xue Xiang Tian Bolun Zheng Yao-wu Chen OODD 80 50 0 09 Oct 2022
A deep learning network with differentiable dynamic programming for retina OCT surface segmentation Hui Xie Weiyu Xu Xiaodong Wu 35 9 0 08 Oct 2022
Dual-Stage Deeply Supervised Attention-based Convolutional Neural Networks for Mandibular Canal Segmentation in CBCT Scans Azka Rehman Muhammad Usman Rabeea Jawaid Amal Muhammad Saleem Shi-Sub Byon Sung Hyun Kim B. Lee Byung IlLee Y. Shin 24 23 0 06 Oct 2022
Making Your First Choice: To Address Cold Start Problem in Vision Active Learning Liangyu Chen Yutong Bai Siyu Huang Yongyi Lu B. Wen Alan Yuille Zongwei Zhou 14 24 0 05 Oct 2022
Misaligned orientations of 4f optical neural network for image classification accuracy on various datasets Yanbing Liu Wei Li Kun Cheng Xun Liu Wei Yang 24 0 0 05 Oct 2022
Analysis of (sub-)Riemannian PDE-G-CNNs Gijs Bellaard Daan Bon Gautam Pai B. Smets R. Duits AI4CE 32 12 0 03 Oct 2022
Towards Multi-spatiotemporal-scale Generalized PDE Modeling Jayesh K. Gupta Johannes Brandstetter AI4CE 61 119 0 30 Sep 2022
Compressed Gastric Image Generation Based on Soft-Label Dataset Distillation for Medical Data Sharing Guang Li Ren Togo Takahiro Ogawa Miki Haseyama DD 32 40 0 29 Sep 2022
CCTCOVID: COVID-19 Detection from Chest X-Ray Images Using Compact Convolutional Transformers Abdolreza Marefat Mahdieh Marefat Javad Hassannataj Joloudari M. Nematollahi Reza Lashgari ViT MedIm 29 13 0 27 Sep 2022
Towards Fine-Dining Recipe Generation with Generative Pre-trained Transformers Konstantinos Katserelis Konstantinos Skianis 19 3 0 26 Sep 2022
Application of Deep Learning in Generating Structured Radiology Reports: A Transformer-Based Technique Seyed Ali Reza Moezzi Abdolrahman Ghaedi M. Rahmanian Seyedeh Zahra Mousavi A. Sami MedIm 19 7 0 25 Sep 2022
Jensen-Shannon Divergence Based Novel Loss Functions for Bayesian Neural Networks Ponkrshnan Thiagarajan Susanta Ghosh BDL 25 8 0 23 Sep 2022
Simultaneous segmentation and classification of the retinal arteries and veins from color fundus images José Morano Álvaro S. Hervella Jorge Novo J. Rouco 13 33 0 20 Sep 2022
The Ability of Image-Language Explainable Models to Resemble Domain Expertise P. Werner Anna Zapaishchykova Ujjwal Ratan 48 2 0 19 Sep 2022
A Transfer Function Design Using A Knowledge Database based on Deep Image and Primitive Intensity Profile Features Retrieval Y. Jung J. Kong J. Kim 6 1 0 14 Sep 2022
Instance-Dependent Noisy Label Learning via Graphical Modelling Arpit Garg Cuong C. Nguyen Rafael Felix Thanh-Toan Do G. Carneiro NoLa 39 27 0 02 Sep 2022
Multi-Scale Multi-Target Domain Adaptation for Angle Closure Classification Zhen Qiu Yifan Zhang Fei Li Xiulan Zhang Yanwu Xu Mingkui Tan 43 1 0 25 Aug 2022
Towards an Awareness of Time Series Anomaly Detection Models' Adversarial Vulnerability Shahroz Tariq B. Le Simon S. Woo AAML AI4TS 23 3 0 24 Aug 2022
An Evolutionary Approach for Creating of Diverse Classifier Ensembles Álvaro R. Ferreira F. Faria G. Carneiro V. V. D. Melo 6 0 0 23 Aug 2022
Data-Efficient Vision Transformers for Multi-Label Disease Classification on Chest Radiographs F. Behrendt Debayan Bhattacharya Julia Kruger R. Opfer Alexander Schlaefer ViT MedIm 19 5 0 17 Aug 2022
PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillation Shuwei Zhai Guotai Wang Xiangde Luo Qian Yue Kang Li Shaoting Zhang 3DPC 27 25 0 11 Aug 2022
Towards Autonomous Atlas-based Ultrasound Acquisitions in Presence of Articulated Motion Zhongliang Jiang Yuan Gao Le Xie Nassir Navab 29 26 0 10 Aug 2022
An Accurate and Explainable Deep Learning System Improves Interobserver Agreement in the Interpretation of Chest Radiograph Hieu H. Pham H. Q. Nguyen H. T. Nguyen T. Le M. Dao MedIm 33 14 0 06 Aug 2022
Medical image registration using unsupervised deep neural network: A scoping literature review S. Abbasi M. Tavakoli H. R. Boveiri M. A. M. Shirazi R. Khayami Hedieh Khorasani R. Javidan Alireza Mehdizadeh 28 35 0 03 Aug 2022
A comprehensive survey on computer-aided diagnostic systems in diabetic retinopathy screening M. Tavakoli Patrick Kelley 14 1 0 03 Aug 2022
COMET: Coverage-guided Model Generation For Deep Learning Library Testing Meiziniu Li Jialun Cao Yongqiang Tian T. Li Ming Wen Shing-Chi Cheung VLM 26 19 0 02 Aug 2022
Visual Interpretable and Explainable Deep Learning Models for Brain Tumor MRI and COVID-19 Chest X-ray Images Yusuf Brima M. Atemkeng FAtt MedIm 29 0 0 01 Aug 2022
Software Package for Automated Analysis of Lung Ultrasound Videos Anito Anto Linda Rose Jimson Tanya Rose Mohammed Jafrin Mahesh Raveendranatha Panicker 4 1 0 01 Aug 2022
Learning with Limited Annotations: A Survey on Deep Semi-Supervised Learning for Medical Image Segmentation Rushi Jiao Yichi Zhang Leiting Ding Rong Cai Jicong Zhang 29 152 0 28 Jul 2022
Generalizable multi-task, multi-domain deep segmentation of sparse pediatric imaging datasets via multi-scale contrastive regularization and multi-joint anatomical priors Arnaud Boutillon Pierre-Henri Conze C. Pons Valérie Burdin Bhushan S Borotikar 36 18 0 27 Jul 2022
A Study on the Use of Edge TPUs for Eye Fundus Image Segmentation Javier Civit-Masot Francisco Luna-Perejón José María Rodríguez Corral M. Domínguez-Morales Arturo Morgado-Estévez A. C. Balcells 24 38 0 26 Jul 2022
PCA: Semi-supervised Segmentation with Patch Confidence Adversarial Training Zihang Xu Zhenghua Xu Shuo Zhang Thomas Lukasiewicz 30 3 0 24 Jul 2022
MedFuse: Multi-modal fusion with clinical time-series data and chest X-ray images Nasir Hayat Krzysztof J. Geras Farah E. Shamout MedIm 27 40 0 14 Jul 2022
BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks Uddeshya Upadhyay Shyamgopal Karthik Yanbei Chen Massimiliano Mancini Zeynep Akata UQCV BDL 35 22 0 14 Jul 2022
Tutorial on the development of AI models for medical image analysis Thijs Kooi MedIm 18 0 0 14 Jul 2022
PseudoClick: Interactive Image Segmentation with Click Imitation Qin Liu Meng Zheng Benjamin Planche Srikrishna Karanam Terrence Chen Marc Niethammer Ziyan Wu VLM 43 57 0 12 Jul 2022
Regression Metric Loss: Learning a Semantic Representation Space for Medical Images Hanqing Chao Jiajin Zhang Pingkun Yan 31 2 0 12 Jul 2022
Towards the Use of Saliency Maps for Explaining Low-Quality Electrocardiograms to End Users Ana Lucic Sheeraz Ahmad Amanda Furtado Brinhosa Q. V. Liao Himani Agrawal Umang Bhatt K. Kenthapadi Alice Xiang Maarten de Rijke N. Drabowski 26 2 0 06 Jul 2022
Abstraction and Refinement: Towards Scalable and Exact Verification of Neural Networks Jiaxiang Liu Yunhan Xing Xiaomu Shi Fu Song Zhiwu Xu Zhong Ming 24 10 0 02 Jul 2022
Implicit U-Net for volumetric medical image segmentation Sergio Naval Marimont G. Tarroni SSeg 41 2 0 30 Jun 2022
InsMix: Towards Realistic Generative Data Augmentation for Nuclei Instance Segmentation Yi-Mou Lin Zeyu Wang Kwang-Ting Cheng Hao Chen MedIm 14 27 0 30 Jun 2022
Detecting Schizophrenia with 3D Structural Brain MRI Using Deep Learning Junhao Zhang Vishwanatha M. Rao Ye Tian Yanting Yang Nicolas Acosta ... Pin-Yu Lee Chloe Zhang Lawrence S. Kegeles S. Small Jia Guo 11 24 0 26 Jun 2022