Medical Image Analysis using Convolutional Neural Networks: A Review

4 September 2017

Muhammad Khurram Khan

MedIm

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Papers citing "Medical Image Analysis using Convolutional Neural Networks: A Review"

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Title
Pulmonary Tuberculosis Edge Diagnosis System Based on MindSpore Framework: Low-cost and High-precision Implementation with Ascend 310 Chip HaoYu Li 65 0 0 24 Feb 2025
Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Dong Zhang Kwang-Ting Cheng MedIm 22 0 0 03 Jan 2025
A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trends Abolfazl Younesi Mohsen Ansari Mohammadamin Fazli A. Ejlali Muhammad Shafique Joerg Henkel 3DV 52 44 0 23 Feb 2024
Pseudo Label-Guided Data Fusion and Output Consistency for Semi-Supervised Medical Image Segmentation Tao Wang Yuanbin Chen Xinlin Zhang Yuanbo Zhou Junlin Lan Bizhe Bai Tao Tan Min Du Qinquan Gao Tong Tong 24 0 0 17 Nov 2023
Improving Generalization Capability of Deep Learning-Based Nuclei Instance Segmentation by Non-deterministic Train Time and Deterministic Test Time Stain Normalization A. Mahbod Georg Dorffner Isabella Ellinger Ramona Woitek Sepideh Hatamikia 51 5 0 12 Sep 2023
FineEHR: Refine Clinical Note Representations to Improve Mortality Prediction Jun Wu Xuesong Ye Chengjie Mou Weina Dai 64 18 0 24 Apr 2023
Segment Anything Model for Medical Image Analysis: an Experimental Study Maciej Mazurowski Haoyu Dong Han Gu Jichen Yang N. Konz Yixin Zhang MedIm VLM 48 467 0 20 Apr 2023
Complex Mixer for MedMNIST Classification Decathlon Zhuoran Zheng Xiuyi Jia 32 7 0 20 Apr 2023
Siamese Neural Networks for Skin Cancer Classification and New Class Detection using Clinical and Dermoscopic Image Datasets Michael Luke Battle Amir Atapour-Abarghouei A. Mcgough 33 2 0 12 Dec 2022
SB-SSL: Slice-Based Self-Supervised Transformers for Knee Abnormality Classification from MRI Sara Atito Syed Muhammad Anwar Muhammad Awais Josef Kitler ViT MedIm 29 12 0 29 Aug 2022
Patch Selection for Melanoma Classification Guillaume Lachaud Patricia Conde Céspedes M. Trocan 16 0 0 27 Jun 2022
SeATrans: Learning Segmentation-Assisted diagnosis model via Transformer Junde Wu Huihui Fang Fangxin Shang Dalu Yang Zhao-Yang Wang Jing Gao Yehui Yang Yanwu Xu MedIm ViT 32 19 0 12 Jun 2022
Visualizing CoAtNet Predictions for Aiding Melanoma Detection Daniel Kvak MedIm 30 2 0 21 May 2022
Deep Learning and Computer Vision Techniques for Microcirculation Analysis: A Review Maged Abdalla Helmy Abdou T. Truong E. Jul Paulo Ferreira 26 8 0 11 May 2022
Efficient Test-Time Model Adaptation without Forgetting Shuaicheng Niu Jiaxiang Wu Yifan Zhang Yaofo Chen S. Zheng P. Zhao Mingkui Tan OOD VLM TTA 39 317 0 06 Apr 2022
Modern Views of Machine Learning for Precision Psychiatry Z. Chen Prathamesh Kulkarni Kulkarni I. Galatzer-Levy Benedetta Bigio C. Nasca Yu Zhang 57 90 0 04 Apr 2022
Histogram of Oriented Gradients Meet Deep Learning: A Novel Multi-task Deep Network for Medical Image Semantic Segmentation Binod Bhattarai Ronast Subedi Rebati Gaire E. Vazquez Danail Stoyanov OOD 16 43 0 02 Apr 2022
A Survey of Deep Learning Techniques for the Analysis of COVID-19 and their usability for Detecting Omicron Asifullah Khan Dr. Saddam Hussain Khan Mahrukh Saif Asiya Batool A. Sohail Muhammad Waleed Khan 43 48 0 13 Feb 2022
Early Disease Stage Characterization in Parkinson's Disease from Resting-state fMRI Data Using a Long Short-term Memory Network Xueqi Guo S. Tinaz Nicha Dvornek 6 13 0 11 Feb 2022
An Overview of Healthcare Data Analytics With Applications to the COVID-19 Pandemic Z. Fei Y. Ryeznik O. Sverdlov C. Tan Weng Kee Wong 27 20 0 25 Nov 2021
TnT Attacks! Universal Naturalistic Adversarial Patches Against Deep Neural Network Systems Bao Gia Doan Minhui Xue Shiqing Ma Ehsan Abbasnejad Damith C. Ranasinghe AAML 41 53 0 19 Nov 2021
SCALP -- Supervised Contrastive Learning for Cardiopulmonary Disease Classification and Localization in Chest X-rays using Patient Metadata Ajay Jaiswal Tianhao Li Cyprian Zander Yan Han Justin F. Rousseau Yifan Peng Ying Ding 36 14 0 27 Oct 2021
Generalized Multi-Task Learning from Substantially Unlabeled Multi-Source Medical Image Data Ayaan Haque A. Imran Adam S. Wang D. Terzopoulos 15 9 0 25 Oct 2021
3N-GAN: Semi-Supervised Classification of X-Ray Images with a 3-Player Adversarial Framework Shafinul Haque Ayaan Haque GAN MedIm 21 1 0 22 Sep 2021
Self-supervised learning methods and applications in medical imaging analysis: A survey Saeed Shurrab R. Duwairi OOD 37 177 0 17 Sep 2021
Uncertainty-Based Dynamic Graph Neighborhoods For Medical Segmentation U. Demir Atahan Ozer Y. Sahin Gözde B. Ünal 22 3 0 06 Aug 2021
A Machine Learning Model for Early Detection of Diabetic Foot using Thermogram Images Amith Khandakar M. Chowdhury M. Reaz S. Ali Md. Anwarul Hasan S. Kiranyaz Tawsifur Rahman R. Alfkey A. Bakar R. Malik 29 96 0 27 Jun 2021
Recent advances and clinical applications of deep learning in medical image analysis Xuxin Chen Ximing Wang Kecheng Zhang K. Fung T. Thai K. Moore Robert S. Mannel Hong Liu B. Zheng Y. Qiu OOD 18 574 0 27 May 2021
Deep Convolutional Neural Network based Classification of Alzheimer's Disease using MRI data Ali Nawaz Syed Muhammad Anwar Rehan Liaqat J. Iqbal Ulas Bagci Muhammad Majid 28 40 0 08 Jan 2021
Advances in Electron Microscopy with Deep Learning Jeffrey M. Ede 35 2 0 04 Jan 2021
On the application of Physically-Guided Neural Networks with Internal Variables to Continuum Problems J. Ayensa-Jiménez M. H. Doweidar J. A. Sanz-Herrera Manuel Doblaré 24 1 0 23 Nov 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 36 79 0 17 Sep 2020
Brain Tumor Survival Prediction using Radiomics Features Sobia Yousaf Syed Muhammad Anwar Harish RaviPrakash Ulas Bagci 28 7 0 07 Sep 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
Stacked Convolutional Neural Network for Diagnosis of COVID-19 Disease from X-ray Images Mahesh Gour Sweta Jain 8 37 0 22 Jun 2020
Synthetic Observational Health Data with GANs: from slow adoption to a boom in medical research and ultimately digital twins? Jeremy Georges-Filteau Elisa Cirillo SyDa AI4CE 36 17 0 27 May 2020
Classification of Arrhythmia by Using Deep Learning with 2-D ECG Spectral Image Representation Amin Ullah Syed Muhammad Anwar Muhammad Bilal Raja Majid Mehmood 18 166 0 14 May 2020
MIScnn: A Framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning Dominik Muller Frank Kramer 22 117 0 21 Oct 2019
DeepMRSeg: A convolutional deep neural network for anatomy and abnormality segmentation on MR images J. Doshi G. Erus Mohamad Habes Christos Davatzikos MedIm 30 27 0 03 Jul 2019
Deep Learning in Cardiology Paschalis A. Bizopoulos D. Koutsouris MedIm 27 135 0 22 Feb 2019
Learning to diagnose from scratch by exploiting dependencies among labels L. Yao Eric Poblenz Dmitry Dagunts Ben Covington D. Bernard Kevin Lyman 30 332 0 28 Oct 2017
Deep Multi-scale Location-aware 3D Convolutional Neural Networks for Automated Detection of Lacunes of Presumed Vascular Origin Mohsen Ghafoorian N. Karssemeijer Tom Heskes M. Bergkamp Joost Wissink ... K. Keizer F.‐E. Leeuw Bram van Ginneken E. Marchiori B. Platel MedIm 212 123 0 24 Oct 2016