v1v2 (latest)

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"

50 / 1,597 papers shown

Title
Auto-outlier Fusion Technique for Chest X-ray classification with Multi-head Attention Mechanism Yu Jing Zixuan Li 68 0 0 15 Nov 2022
Feedback Chain Network For Hippocampus Segmentation Heyu Huang Runmin Cong Lianhe Yang Ling Du C. Wang Sam Kwong 67 2 0 15 Nov 2022
Disentangled Uncertainty and Out of Distribution Detection in Medical Generative Models Kumud Lakara Matias Valdenegro-Toro UQCV OOD 79 1 0 11 Nov 2022
Framework Construction of an Adversarial Federated Transfer Learning Classifier Han Yi Tongxuan Bie Tongjiang Yan FedML MedIm 51 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 51 0 0 09 Nov 2022
Gradient-enhanced deep neural network approximations Xiaodong Feng Li Zeng UQCV 71 5 0 08 Nov 2022
Interpreting deep learning output for out-of-distribution detection Damian J. Matuszewski I. Sintorn OODD 65 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 53 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 107 3 0 04 Nov 2022
Verifying And Interpreting Neural Networks using Finite Automata Marco Sälzer Eric Alsmann Florian Bruse M. Lange AAML 103 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-Son To Brian Wodlinger Purang Abolmaesumi P. Mousavi 73 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 25 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 68 1 0 28 Oct 2022
FAS-UNet: A Novel FAS-driven Unet to Learn Variational Image Segmentation Hui Zhu Shi Shu Jianping Zhang SSeg 80 6 0 27 Oct 2022
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 84 0 0 26 Oct 2022
ConnectedUNets++: Mass Segmentation from Whole Mammographic Images Prithul Sarker Sushmita Sarker G. Bebis Alireza Tavakkoli 33 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 75 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 46 16 0 20 Oct 2022
Standardized Medical Image Classification across Medical Disciplines Simone Mayer Dominik Muller Frank Kramer MedIm LM&MA 87 3 0 20 Oct 2022
SimpleClick: Interactive Image Segmentation with Simple Vision Transformers Qin Liu Zhenlin Xu Gedas Bertasius Marc Niethammer 98 117 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 45 14 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 39 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 160 53 0 09 Oct 2022
A deep learning network with differentiable dynamic programming for retina OCT surface segmentation Hui Xie Weiyu Xu Xiaodong Wu 58 10 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 87 27 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 Bihan Wen Alan Yuille Zongwei Zhou 66 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 86 0 0 05 Oct 2022
Analysis of (sub-)Riemannian PDE-G-CNNs Gijs Bellaard Daan Bon Gautam Pai B. Smets R. Duits AI4CE 76 13 0 03 Oct 2022
Towards Multi-spatiotemporal-scale Generalized PDE Modeling Jayesh K. Gupta Johannes Brandstetter AI4CE 139 136 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 98 43 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 82 13 0 27 Sep 2022
Towards Fine-Dining Recipe Generation with Generative Pre-trained Transformers Konstantinos Katserelis Konstantinos Skianis 40 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 40 9 0 25 Sep 2022
Jensen-Shannon Divergence Based Novel Loss Functions for Bayesian Neural Networks Ponkrshnan Thiagarajan Susanta Ghosh BDL 76 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 48 36 0 20 Sep 2022
The Ability of Image-Language Explainable Models to Resemble Domain Expertise P. Werner Anna Zapaishchykova Ujjwal Ratan 89 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 28 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 98 29 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 74 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 52 4 0 24 Aug 2022
An Evolutionary Approach for Creating of Diverse Classifier Ensembles Álvaro R. Ferreira F. Faria G. Carneiro V. V. D. Melo 16 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 39 6 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 78 27 0 11 Aug 2022
Towards Autonomous Atlas-based Ultrasound Acquisitions in Presence of Articulated Motion Zhongliang Jiang Yuan Gao Le Xie Nassir Navab 73 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 113 16 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 85 36 0 03 Aug 2022
A comprehensive survey on computer-aided diagnostic systems in diabetic retinopathy screening M. Tavakoli Patrick Kelley 38 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 35 23 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 76 1 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 14 1 0 01 Aug 2022