Deep Learning for Medical Image Analysis

17 August 2017

Papers citing "Deep Learning for Medical Image Analysis"

50 / 150 papers shown

Title
Domain Adaptation for Medical Image Analysis: A Survey Hao Guan Mingxia Liu OOD 48 529 0 18 Feb 2021
Machine learning approach for biopsy-based identification of eosinophilic esophagitis reveals importance of global features Tomer Czyzewski Nati Daniel M. Rochman J. Caldwell Garrett A. Osswald M. Collins M. Rothenberg Y. Savir 19 22 0 13 Jan 2021
Multiple Instance Segmentation in Brachial Plexus Ultrasound Image Using BPMSegNet Yi Ding Qiqi Yang Guozheng Wu Jian Zhang Zhiguang Qin 31 5 0 22 Dec 2020
Color Channel Perturbation Attacks for Fooling Convolutional Neural Networks and A Defense Against Such Attacks Jayendra Kantipudi S. Dubey Soumendu Chakraborty AAML 42 19 0 20 Dec 2020
Deep Learning Segmentation of Complex Features in Atomic-Resolution Phase Contrast Transmission Electron Microscopy Images R. Sadre C. Ophus A. Butko G. Weber 22 17 0 09 Dec 2020
An ensemble-based approach by fine-tuning the deep transfer learning models to classify pneumonia from chest X-ray images Sagar Kora Venu LM&MA 19 20 0 11 Nov 2020
MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image Analysis Jiancheng Yang Rui Shi Bingbing Ni VLM 23 294 0 28 Oct 2020
Exploring Intensity Invariance in Deep Neural Networks for Brain Image Registration Hassan Mahmood Asim Iqbal S. Islam 16 3 0 21 Sep 2020
Deep Learning Methods for Lung Cancer Segmentation in Whole-slide Histopathology Images -- the ACDC@LungHP Challenge 2019 Zhang Li Jiehua Zhang T. Tan Xichao Teng Xiaoliang Sun ... P. Schüffler Qifeng Yu Hui Chen Yuling Tang G. Litjens 41 86 0 21 Aug 2020
A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus (COVID-19) Md. Milon Islam Fakhri Karray R. Alhajj Jia Zeng 27 216 0 09 Aug 2020
A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises S. Kevin Zhou H. Greenspan Christos Davatzikos James S. Duncan Bram van Ginneken A. Madabhushi Jerry L. Prince Daniel Rueckert Ronald M. Summers 55 624 0 02 Aug 2020
CVR-Net: A deep convolutional neural network for coronavirus recognition from chest radiography images Md. Kamrul Hasan Md. Ashraful Alam M. E. Elahi Shidhartho Roy Sifat Redwan Wahid OOD 29 22 0 21 Jul 2020
Globally Optimal Segmentation of Mutually Interacting Surfaces using Deep Learning Hui Xie Zhe Pan Leixin Zhou F. Zaman Danny Chen J. Jonas Yaxing Wang Xiaodong Wu OOD 12 3 0 02 Jul 2020
Multifunctional Meta-Optic Systems: Inversely Designed with Artificial Intelligence Dayu Zhu Zhaocheng Liu L. Raju Andrew S. Kim W. Cai 8 5 0 30 Jun 2020
Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-Net Dominik Muller Iñaki Soto Rey Frank Kramer 31 70 0 24 Jun 2020
Stacked Convolutional Neural Network for Diagnosis of COVID-19 Disease from X-ray Images Mahesh Gour Sweta Jain 8 37 0 22 Jun 2020
70 years of machine learning in geoscience in review Jesper Sören Dramsch VLM AI4CE 32 160 0 16 Jun 2020
Learning the geometry of wave-based imaging K. Kothari Maarten V. de Hoop Ivan Dokmanić AI4CE 27 8 0 10 Jun 2020
3D deformable registration of longitudinal abdominopelvic CT images using unsupervised deep learning Maureen van Eijnatten L. Rundo K. Batenburg F. Lucka E. Beddowes C. Caldas F. Gallagher Evis Sala Carola-Bibiane Schönlieb Ramona Woitek 37 14 0 15 May 2020
Residual Attention U-Net for Automated Multi-Class Segmentation of COVID-19 Chest CT Images Xiaocong Chen Lina Yao Yu Zhang 31 197 0 12 Apr 2020
Automatic detection and counting of retina cell nuclei using deep learning S. Hosseini Hao Chen M. Jablonski 31 11 0 10 Feb 2020
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation Zongwei Zhou M. R. Siddiquee Nima Tajbakhsh Jianming Liang SSeg 36 2,568 0 11 Dec 2019
Modelling of Sickle Cell Anemia Patients Response to Hydroxyurea using Artificial Neural Networks Brendan E. Odigwe Jesuloluwa S. Eyitayo Celestine I. Odigwe H. Valafar 12 6 0 25 Nov 2019
Adversarial Examples in Modern Machine Learning: A Review R. Wiyatno Anqi Xu Ousmane Amadou Dia A. D. Berker AAML 18 104 0 13 Nov 2019
DaTscan SPECT Image Classification for Parkinson's Disease Justin Quan Lin Xu Rene Xu T. Tong Jean Su MedIm 17 11 0 09 Sep 2019
Breast Ultrasound Computer-Aided Diagnosis Using Structure-Aware Triplet Path Networks Erlei Zhang Zi Yang S. Seiler Mingli Chen W. Lu X. Gu MedIm 13 2 0 09 Aug 2019
A-Phase classification using convolutional neural networks E. Arce-Santana A. Alba M. Méndez V. Arce-Guevara 11 10 0 22 Jul 2019
Detecting Adversarial Examples and Other Misclassifications in Neural Networks by Introspection Jonathan Aigrain Marcin Detyniecki AAML 22 30 0 22 May 2019
Task Decomposition and Synchronization for Semantic Biomedical Image Segmentation Xuhua Ren Lichi Zhang Sahar Ahmad Dong Nie Fan Yang L. Xiang Qian Wang D. Shen 19 26 0 21 May 2019
Taking Care of The Discretization Problem: A Comprehensive Study of the Discretization Problem and A Black-Box Adversarial Attack in Discrete Integer Domain Lei Bu Yuchao Duan Fu Song Zhe Zhao AAML 32 18 0 19 May 2019
Relational Reasoning Network (RRN) for Anatomical Landmarking N. Torosdagli Syed Muhammad Anwar P. Verma D. Liberton Janice S. Lee Wade W. Han Ulas Bagci 30 3 0 08 Apr 2019
Transfer Adaptation Learning: A Decade Survey Lei Zhang Xinbo Gao OOD 58 184 0 12 Mar 2019
A Model-Driven Stack-Based Fully Convolutional Network for Pancreas Segmentation Hao Li Jun Yu Li Xiaozhu Lin Xiaohua Qian 30 10 0 03 Mar 2019
U-NetPlus: A Modified Encoder-Decoder U-Net Architecture for Semantic and Instance Segmentation of Surgical Instrument S. Hasan Cristian A. Linte MedIm 25 92 0 24 Feb 2019
Deep Learning on Attributed Graphs: A Journey from Graphs to Their Embeddings and Back M. Simonovsky BDL GNN 26 1 0 24 Jan 2019
A Tour of Unsupervised Deep Learning for Medical Image Analysis Khalid Raza N. Singh OOD MedIm 11 103 0 19 Dec 2018
FALCON: A Fourier Transform Based Approach for Fast and Secure Convolutional Neural Network Predictions Shaohua Li Kaiping Xue Chenkai Ding Xindi Gao David S. L. Wei Tao Wan F. Wu 17 67 0 20 Nov 2018
Deep Geodesic Learning for Segmentation and Anatomical Landmarking N. Torosdagli D. Liberton P. Verma M. Sincan Janice S. Lee Ulas Bagci 20 107 0 06 Oct 2018
Automatic segmentation of prostate zones Germonda Mooij Ines Bagulho Henkjan Huisman MedIm 21 15 0 19 Jun 2018
MILD-Net: Minimal Information Loss Dilated Network for Gland Instance Segmentation in Colon Histology Images S. Graham Hao Chen Jevgenij Gamper Qi Dou Pheng-Ann Heng David R. J. Snead Yee Wah Tsang Nasir M. Rajpoot MedIm 19 301 0 05 Jun 2018
Lightweight Probabilistic Deep Networks Jochen Gast Stefan Roth UQCV OOD BDL 33 180 0 29 May 2018
3D Consistent Biventricular Myocardial Segmentation Using Deep Learning for Mesh Generation Q. Zheng H. Delingette Nicolas Duchateau N. Ayache 14 5 0 29 Mar 2018
Chest X-Ray Analysis of Tuberculosis by Deep Learning with Segmentation and Augmentation S. Stirenko Yuriy Kochura Oleg Alienin Oleksandr Rokovyi Peng Gang Wei Zeng Yuri G. Gordienko 24 115 0 03 Mar 2018
Bioinformatics and Medicine in the Era of Deep Learning D. Bacciu P. Lisboa José D. Martín R. Stoean A. Vellido AI4CE BDL 33 17 0 27 Feb 2018
Learning Neural Markers of Schizophrenia Disorder Using Recurrent Neural Networks J. Dakka P. Bashivan Mina Gheiratmand Irina Rish S. Jha Russell Greiner 19 49 0 01 Dec 2017
Learning to diagnose from scratch by exploiting dependencies among labels L. Yao Eric Poblenz Dmitry Dagunts Ben Covington D. Bernard Kevin Lyman 27 332 0 28 Oct 2017
Image Segmentation and Classification for Sickle Cell Disease using Deformable U-Net Mo Zhang Xiang Li Mengjia Xu Quanzheng Li SSeg 23 27 0 23 Oct 2017
Self-paced Convolutional Neural Network for Computer Aided Detection in Medical Imaging Analysis Xiang Li Aoxiao Zhong Ming Lin Ning Guo Mu Sun Arkadiusz Sitek Jieping Ye J. Thrall Quanzheng Li OOD 16 13 0 19 Jul 2017
MagNet: a Two-Pronged Defense against Adversarial Examples Dongyu Meng Hao Chen AAML 11 1,196 0 25 May 2017
Large scale digital prostate pathology image analysis combining feature extraction and deep neural network Naiyun Zhou Andrey Fedorov F. Fennessy Ron Kikinis Yi Gao MedIm 6 26 0 07 May 2017