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
The Role of Explainable AI in Revolutionizing Human Health Monitoring: A Review Abdullah Alharthi Ahmed Alqurashi Turki Alharbi Mohammed Alammar Nasser Aldosari Houssem Bouchekara Yusuf Shaaban Mohammad Shoaib Shahriar Abdulrahman Al Ayidh 78 0 0 11 Sep 2024
Using machine learning for fault detection in lighthouse light sensors Michael Kampouridis Nikolaos Vastardis George Rayment 37 0 0 09 Sep 2024
Few-shot Adaptation of Medical Vision-Language Models Fereshteh Shakeri Yunshi Huang Julio Silva-Rodríguez Houda Bahig An Tang Jose Dolz Ismail Ben Ayed VLM 95 7 0 05 Sep 2024
Coalitions of AI-based Methods Predict 15-Year Risks of Breast Cancer Metastasis Using Real-World Clinical Data with AUC up to 0.9 Xia Jiang Yijun Zhou Alan Wells A. Brufsky OOD AI4CE 65 0 0 29 Aug 2024
Unleashing the Potential of SAM2 for Biomedical Images and Videos: A Survey Yichi Zhang Zhenrong Shen VLM 140 15 0 23 Aug 2024
SAM-SP: Self-Prompting Makes SAM Great Again Chunpeng Zhou Kangjie Ning Qianqian Shen Sheng Zhou Zhi Yu Haishuai Wang VLM 82 3 0 22 Aug 2024
MakeupAttack: Feature Space Black-box Backdoor Attack on Face Recognition via Makeup Transfer Ming Sun Lihua Jing Zixuan Zhu Rui Wang AAML 65 1 0 22 Aug 2024
CT-AGRG: Automated Abnormality-Guided Report Generation from 3D Chest CT Volumes Theo Di Piazza 131 1 0 21 Aug 2024
Aligning Object Detector Bounding Boxes with Human Preference Ombretta Strafforello O. Kayhan Oana Inel Klamer Schutte Jan van Gemert ObjD 97 0 0 20 Aug 2024
Comparative Performance Analysis of Transformer-Based Pre-Trained Models for Detecting Keratoconus Disease Nayeem Ahmed Md Maruf Rahman Md Fatin Ishrak Md Imran Kabir Joy Md Sanowar Hossain Sabuj Md. Sadekur Rahman 43 0 0 16 Aug 2024
HistoGym: A Reinforcement Learning Environment for Histopathological Image Analysis Zhi-Bo Liu Xiaobo Pang Jizhao Wang Shuai Liu Chen Li 96 1 0 16 Aug 2024
DFT-Based Adversarial Attack Detection in MRI Brain Imaging: Enhancing Diagnostic Accuracy in Alzheimer's Case Studies Mohammad Hossein Najafi Mohammad Morsali Mohammadmahdi Vahediahmar Saeed Bagheri Shouraki AAML MedIm 103 0 0 16 Aug 2024
Path-SAM2: Transfer SAM2 for digital pathology semantic segmentation Mingya Zhang Liang Wang Zhihao Chen Yiyuan Ge Xianping Tao VLM MedIm 83 3 0 07 Aug 2024
More Than Positive and Negative: Communicating Fine Granularity in Medical Diagnosis Xiangyu Peng Kai Wang Jianfei Yang Yingying Zhu Yang You MedIm 71 0 0 05 Aug 2024
MedUHIP: Towards Human-In-the-Loop Medical Segmentation Jiayuan Zhu A. Billard 52 0 0 03 Aug 2024
PINNs for Medical Image Analysis: A Survey C. Banerjee Kien Nguyen Olivier Salvado Truyen Tran Clinton Fookes AI4CE 98 1 0 02 Aug 2024
A Simple Background Augmentation Method for Object Detection with Diffusion Model Yuhang Li Jun Gao Chen Chen Yue Zhang Jielei Zhang DiffM 82 5 0 01 Aug 2024
Channel Boosted CNN-Transformer-based Multi-Level and Multi-Scale Nuclei Segmentation Zunaira Rauf Abdul Rehman Khan Asifullah Khan MedIm ViT 63 0 0 27 Jul 2024
Needle Segmentation Using GAN: Restoring Thin Instrument Visibility in Robotic Ultrasound Zhongliang Jiang Xuesong Li Xiangyu Chu A. Karlas Yuanwei Bi Yingsheng Cheng K. W. S. Au Nassir Navab 75 6 0 25 Jul 2024
Revising the Problem of Partial Labels from the Perspective of CNNs' Robustness Xin Zhang Yuqi Song Wyatt McCurdy Xiang Wang Fei Zuo AAML 84 0 0 24 Jul 2024
Differentiable Voxelization and Mesh Morphing Yihao Luo Yikai Wang Zhengrui Xiang Yuliang Xiu Guang Yang ChoonHwai Yap 3DH 344 1 0 15 Jul 2024
Segmentation of Prostate Tumour Volumes from PET Images is a Different Ball Game Shrajan Bhandary Dejan Kuhn Z. Babaiee T. Fechter S. Spohn C. Zamboglou Anca-Ligia Grosu Radu Grosu 94 1 0 15 Jul 2024
Let Me DeCode You: Decoder Conditioning with Tabular Data Tomasz Szczepañski Michal K. Grzeszczyk Szymon Płotka Arleta Adamowicz Piotr Fudalej Przemysław Korzeniowski Tomasz Trzciñski Arkadiusz Sitek AI4CE 101 1 0 12 Jul 2024
Swin SMT: Global Sequential Modeling in 3D Medical Image Segmentation Szymon Płotka Maciej Chrabaszcz Przemyslaw Biecek 62 2 0 10 Jul 2024
Ensembled Cold-Diffusion Restorations for Unsupervised Anomaly Detection Sergio Naval Marimont Vasilis Siomos Matthew Baugh Christos Tzelepis Bernhard Kainz G. Tarroni MedIm 74 4 0 09 Jul 2024
A Domain Adaptation Model for Carotid Ultrasound: Image Harmonization, Noise Reduction, and Impact on Cardiovascular Risk Markers Mohd Usama E. Nyman Ulf Naslund Christer Grönlund MedIm 74 2 0 06 Jul 2024
Segmenting Medical Images: From UNet to Res-UNet and nnUNet Lina Huang A. Miron Kate Hone Yongmin Li SSeg 104 8 0 05 Jul 2024
MHNet: Multi-view High-order Network for Diagnosing Neurodevelopmental Disorders Using Resting-state fMRI Yueyang Li Weiming Zeng Wenhao Dong Luhui Cai Lei Wang Hongyu Chen Hongjie Yan Lingbin Bian Nizhuan Wang 105 3 0 03 Jul 2024
Explaining Chest X-ray Pathology Models using Textual Concepts Vijay Sadashivaiah Mannudeep K. Kalra Pingkun Yan James A. Hendler 77 0 0 30 Jun 2024
Malaria Cell Detection Using Deep Neural Networks Saurabh Sawant Anurag Singh 37 4 0 28 Jun 2024
μ-Net: A Deep Learning-Based Architecture for μ-CT Segmentation Pierangela Bruno Edoardo De Rose Carlo Adornetto Francesco Calimeri Sandro Donato ... Mariacristina Filice R. Filosa Gianluigi Greco S. Imbrogno Vincenzo Formoso 60 0 0 24 Jun 2024
Demystifying the Effect of Receptive Field Size in U-Net Models for Medical Image Segmentation Vincent Loos Rohit Pardasani Navchetan Awasthi SSeg 97 3 0 24 Jun 2024
Data-driven Modeling in Metrology -- A Short Introduction, Current Developments and Future Perspectives Linda-Sophie Schneider Patrick Krauss N. Schiering Christopher Syben Richard Schielein Andreas Maier AI4CE 90 3 0 24 Jun 2024
Self-Supervised Pretext Tasks for Alzheimer's Disease Classification using 3D Convolutional Neural Networks on Large-Scale Synthetic Neuroimaging Dataset Chen Zheng MedIm 45 0 0 20 Jun 2024
Probabilistic Temporal Prediction of Continuous Disease Trajectories and Treatment Effects Using Neural SDEs J. Durso-Finley Berardino Barile Jean-Pierre Falet Douglas L. Arnold Nick Pawlowski Tal Arbel AI4CE 71 2 0 18 Jun 2024
MDA: An Interpretable Multi-Modal Fusion with Missing Modalities and Intrinsic Noise Lin Fan Yafei Ou Cenyang Zheng Pengyu Dai Tamotsu Kamishima Masayuki Ikebe Kenji Suzuki Xun Gong 82 0 0 15 Jun 2024
Comparison of fine-tuning strategies for transfer learning in medical image classification Ana Davila Jacinto Colan Yasuhisa Hasegawa 82 24 0 14 Jun 2024
Deep Learning Domain Adaptation to Understand Physico-Chemical Processes from Fluorescence Spectroscopy Small Datasets: Application to Ageing of Olive Oil Umberto Michelucci F. Venturini 55 0 0 14 Jun 2024
Tilt and Average : Geometric Adjustment of the Last Layer for Recalibration Gyusang Cho Chan-Hyun Youn 88 0 0 14 Jun 2024
Evolution-aware VAriance (EVA) Coreset Selection for Medical Image Classification Yuxin Hong Xiao Zhang Xin Zhang Joey Tianyi Zhou 99 3 0 09 Jun 2024
Attri-Net: A Globally and Locally Inherently Interpretable Model for Multi-Label Classification Using Class-Specific Counterfactuals Susu Sun S. Woerner Andreas Maier Lisa M. Koch Christian F. Baumgartner FAtt 79 1 0 08 Jun 2024
From Tissue Plane to Organ World: A Benchmark Dataset for Multimodal Biomedical Image Registration using Deep Co-Attention Networks Yifeng Wang Weipeng Li Thomas Pearce Haohan Wang OOD 45 0 0 06 Jun 2024
DS@BioMed at ImageCLEFmedical Caption 2024: Enhanced Attention Mechanisms in Medical Caption Generation through Concept Detection Integration Nhi Ngoc-Yen Nguyen Le-Huy Tu Dieu-Phuong Nguyen Nhat-Tan Do Minh Triet Thai Bao-Thien Nguyen-Tat MedIm 83 2 0 01 Jun 2024
Domain adaptation in small-scale and heterogeneous biological datasets Seyedmehdi Orouji Martin C. Liu T. Korem Megan A. K. Peters 84 9 0 29 May 2024
Deep Positive-Unlabeled Anomaly Detection for Contaminated Unlabeled Data Hiroshi Takahashi Tomoharu Iwata Atsutoshi Kumagai Yuuki Yamanaka 140 1 0 29 May 2024
BiomedParse: a biomedical foundation model for image parsing of everything everywhere all at once Theodore Zhao Yu Gu Jianwei Yang Naoto Usuyama Ho Hin Lee ... B. Piening Carlo Bifulco Mu-Hsin Wei Hoifung Poon Sheng Wang MedIm 103 28 0 21 May 2024
Medical Image Analysis for Detection, Treatment and Planning of Disease using Artificial Intelligence Approaches Nand lal Yadav Satyendra Singh Rajesh Kumar Sudhakar Singh 57 0 0 18 May 2024
3D Shape Augmentation with Content-Aware Shape Resizing Mingxiang Chen Jian Zhang Bo Zhou Yang Song 3DPC 62 0 0 15 May 2024
Towards Clinician-Preferred Segmentation: Leveraging Human-in-the-Loop for Test Time Adaptation in Medical Image Segmentation Shishuai Hu Zehui Liao Zeyou Liu Yong-quan Xia OOD 92 1 0 14 May 2024
CrossCert: A Cross-Checking Detection Approach to Patch Robustness Certification for Deep Learning Models Qili Zhou Zhengyuan Wei Haipeng Wang Bo Jiang William Chan AAML 117 1 0 13 May 2024