NAS-Unet: Neural Architecture Search for Medical Image Segmentation
Weng, Yu, Zhou, Tianbao, Li, Yujie, Qiu, Xiaoyu·2019·IEEE Access
Cited by (487)
Items 101–200 of 487
- AdaptorNAS: A New Perturbation-Based Neural Architecture Search for Hyperspectral Image SegmentationSui Paul Ang, Son Lam Phung, Ly Bui · 2023 · IEEE Transactions on Circuits and Systems for Video Technology
- T-AutoML: Automated Machine Learning for Lesion Segmentation using Transformers in 3D Medical ImagingDong Yang, Andriy Myronenko, Xiaosong Wang, Ziyue Xu, Holger R. Roth, Daguang Xu · 2021 · IEEE/CVF International Conference on Computer Vision (ICCV)
- Lightweight network learning with Zero-Shot Neural Architecture Search for UAV imagesFengqin Yao, Shengke Wang, Laihui Ding, Guoqiang Zhong, Leon Bevan Bullock, Zhiwei Xu, Junyu Dong · 2022 · Knowledge-Based Systems
- Adaptive Linear Span Network for Object Skeleton DetectionChang Liu, Yunjie Tian, Zhiwen Chen · 2021 · IEEE Transactions on Image Processing
- Automatic normalized digital color staining in the recognition of abnormal blood cells using generative adversarial networksKevin Barrera, José Rodellar, Santiago Alférez, Anna Merino · 2023 · Computer Methods and Programs in Biomedicine
- Graph isomorphism U-NetAlireza Amouzad, Zahra Dehghanian, Saeed Saravani, Maryam Amirmazlaghani, Behnam Roshanfekr · 2023 · Expert Systems with Applications
- EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation Using Accelerated Neuroevolution With Weight TransferWilliam McNally, Kanav Vats, Alexander K.C. Wong, John McPhee · 2021 · IEEE Access
- Feature-enhanced fusion of U-NET-based improved brain tumor images segmentationAbdul Haseeb Nizamani, Abdul Haseeb Nizamani, Zhigang Chen · 2023 · Journal of Cloud Computing Advances Systems and Applications
- An Evolutionary DenseRes Deep Convolutional Neural Network for Medical Image SegmentationTahereh Hassanzadeh, Daryl Essam, Ruhul Amin Sarker · 2020 · IEEE Access
- Evolutionary Deep Attention Convolutional Neural Networks for 2D and 3D Medical Image SegmentationTahereh Hassanzadeh, Daryl Essam, Ruhul Amin Sarker · 2021 · Journal of Imaging Informatics in Medicine
- GNAS-U2Net: A New Optic Cup and Optic Disc Segmentation Architecture With Genetic Neural Architecture SearchJunding Sun, Chong Yao, Jie Liu · 2022 · IEEE Signal Processing Letters
- Differential evolution-based neural architecture search for brain vessel segmentationZeki Kuş, Berna Kıraz, Tuğçe Göksu · 2023 · Engineering Science and Technology an International Journal
- An evolutionary Chameleon Swarm Algorithm based network for 3D medical image segmentationChilukamari Rajesh, Ravichandra Sadam, Sushil Kumar · 2023 · Expert Systems with Applications
- M-Net: A Novel U-Net With Multi-Stream Feature Fusion and Multi-Scale Dilated Convolutions for Bile Ducts and Hepatolith SegmentationXiaorui Fu, Nian Cai, Kemin Huang, Huiheng Wang, Ping Wang, Chengcheng Liu, Han Wang · 2019 · IEEE Access
- Towards bi-directional skip connections in encoder-decoder architectures and beyondTiange Xiang, Chaoyi Zhang, Xinyi Wang · 2022 · Medical Image Analysis
- Mixed-Sized Biomedical Image Segmentation Based on U-Net ArchitecturesPriscilla Benedetti, Mauro Femminella, Gianluca Reali · 2022 · Applied Sciences
- Global landslide susceptibility prediction based on the automated machine learning (AutoML) frameworkGuixi Tang, Zhice Fang, Yi Wang · 2023 · Geocarto International
- NAS-ASDet: An adaptive design method for surface defect detection network using neural architecture searchZhenrong Wang, Bin Li, Weifeng Li, Shuanlong Niu, Miao Wang, Tongzhi Niu · 2024 · Advanced Engineering Informatics
- Transfer Learning U-Net Deep Learning for Lung Ultrasound SegmentationDorothy J. Cheng, Edmund Y. M. Lam · 2021 · arXiv (Cornell University)
- Brain tumour cell segmentation and detection using deep learning networksS. Bagyaraj, Rajendran Tamilselvi, Parisa Beham Mohamed Gani · 2021 · IET Image Processing
- ECT-NAS: Searching Efficient CNN-Transformers Architecture for Medical Image SegmentationShuying Xu, Hongyan Quan · 2021 · IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
- Mixed-UNet: Refined class activation mapping for weakly-supervised semantic segmentation with multi-scale inferenceYang Liu, Lijin Lian, Ersi Zhang et al. · 2022 · Frontiers in Computer Science
- Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization GapLingxi Xie, Xin Chen, Kaifeng Bi, Longhui Wei, Yuhui Xu, Zhengsu Chen, Lanfei Wang, An Xiao, Jianlong Chang, Xiaopeng Zhang et al. · 2020 · arXiv (Cornell University)
- The Deep‐Learning‐Based Fast Efficient Nighttime Retrieval of Thermodynamic Phase From Himawari‐8 AHI MeasurementsXuan Tong, Jingwei Li, Feng Zhang, Wenwen Li, Baoxiang Pan, Jun Li, Husi Letu · 2023 · Geophysical Research Letters
- A Deep Learning-Based Automatic Segmentation and 3D Visualization Technique for Intracranial Hemorrhage Detection Using Computed Tomography ImagesMuntakim Mahmud Khan, Muhammad E. H. Chowdhury, A. S. M. Shamsul Arefin, Kanchon Kanti Podder, Md. Sakib Abrar Hossain, Abdulrahman Alqahtani, M. Murugappan, Amith Abdullah Khandakar, Adam Mushtak, Md. Nahiduzzaman · 2023 · Diagnostics
- UXNet: Searching Multi-level Feature Aggregation for 3D Medical Image SegmentationYuanfeng Ji, Ruimao Zhang, Zhen Li · 2020 · Lecture notes in computer science
- Robust Engineering-based Unified Biomedical Imaging Framework for Liver Tumor SegmentationHien D. Nguyen, Hien Nguyen, Vuong T. Pham · 2021 · Current Medical Imaging Formerly Current Medical Imaging Reviews
- U-NetCTS: U-Net deep neural network for fully automatic segmentation of 3D CT DICOM volumeOsama M. Dorgham, M. Abu Naser, Mohammad Hashem Ryalat, A. Hyari, Nijad A. Al-Najdawi, Seyedali Mirjalili · 2022 · Smart Health
- BIoMT-ISeg: Blockchain internet of medical things for intelligent segmentationAsma Belhadi, Jon-Olav Holland, Anis Yazidi, Gautam Srivastava, Jerry Chun‐Wei Lin, Youcef Djenouri · 2023 · Frontiers in Physiology
- An evolutionary U-shaped network for Retinal Vessel Segmentation using Binary Teaching–Learning-Based OptimizationChilukamari Rajesh, Ravichandra Sadam, Sushil Kumar · 2023 · Biomedical Signal Processing and Control
- EEvoU-Net: An ensemble of evolutionary deep fully convolutional neural networks for medical image segmentationTahereh Hassanzadeh, Daryl Essam, Ruhul Amin Sarker · 2023 · Applied Soft Computing
- Tree-Based Codification in Neural Architecture Search for Medical Image SegmentationJosé-Antonio Fuentes-Tomás, Efrén Mezura‐Montes, Héctor‐Gabriel Acosta‐Mesa, Aldo Márquez-Grajales · 2024 · IEEE Transactions on Evolutionary Computation
- Automatic improvement of deep learning-based cell segmentation in time-lapse microscopy by neural architecture searchYanming Zhu, Erik H. W. Meijering · 2021 · Bioinformatics
- Hybrid Skip: A Biologically Inspired Skip Connection for the UNet ArchitectureNikolaos Zioulis, Georgios Albanis, Petros Drakoulis, Federico Álvarez, Dimitrios Zarpalas, Petros Daras · 2022 · IEEE Access
- Enhancing the 3D printing fidelity of vat photopolymerization with machine learning-driven boundary predictionYeting Ma, Zhen‐Nan Tian, Bixuan Wang, Yongjie Zhao, Yi Miao Nie, Ricky D. Wildman, Haonan Li, Yinfeng He · 2024 · Materials & Design
- Improvement of Ancient Shui Character Recognition Model Based on Convolutional Neural NetworkHongshuai Zhao, Haozhen Chu, Yuanyuan Zhang, Jia Yu · 2020 · IEEE Access
- Local Style Preservation in Improved GAN-Driven Synthetic Image Generation for Endoscopic Tool SegmentationYun-Hsuan Su, Wenfan Jiang, Digesh Chitrakar, Kevin Huang, Haonan Peng, Blake Hannaford · 2021 · Sensors
- Medikal Görüntü İşlemede Derin Öğrenme UygulamalarıAyşe Gül Eker, N. Jeremi Duru · 2021 · Acta Infologica
- Leveraging image complexity in macro-level neural network design for medical image segmentationTariq Mahmood Khan, Syed S. Naqvi, Erik H. W. Meijering · 2022 · Scientific Reports
- Deep Learning in Medical Ultrasound Image Segmentation: a ReviewZiyang Wang · 2020 · arXiv (Cornell University)
- CDA-Net: A contrastive deep adversarial model for prostate cancer segmentation in MRI imagesZhixun Li, Jiancheng Fang, Ruiyun Qiu · 2023 · Biomedical Signal Processing and Control
- Neural Architecture Search for Dense Prediction Tasks in Computer VisionRohit Mohan, Thomas Elsken, Arber Zela, Jan Hendrik Metzen, Benedikt Staffler, Thomas Brox, Abhinav Valada, Frank Hutter · 2023 · International Journal of Computer Vision
- Enhancing detection of volcanic ash clouds from space with convolutional neural networksFederica Torrisi, Claudia Corradino, Simona Cariello · 2024 · Journal of Volcanology and Geothermal Research
- Automated estimation of offshore polymetallic nodule abundance based on seafloor imagery using deep learningArkadiusz Tomczak, Tomasz Kogut, Karol Kabała · 2024 · The Science of The Total Environment
- DFENet: A Novel Dimension Fusion Edge Guided Network for Brain MRI SegmentationHritam Basak, Rukhshanda Hussain, A. Rana · 2021 · SN Computer Science
- Flood Image Segmentation of UAV Aerial Images using Deep LearningRajesh Kumar Sinha, Mohit Kushwaha, Jaytrilok Choudhary · 2024 · IEEE International Students' Conference on Electrical, Electronics and Computer Science (SCEECS)
- BraNet: a mobil application for breast image classification based on deep learning algorithmsYuliana Jiménez-Gaona, María José Rodríguez-Álvarez, Darwin Castillo, Santiago García-Jaen, Diana Carrión-Figueroa, Patricio Edmundo Corral Domínguez, Vasudevan Lakshminarayanan · 2024 · Medical & Biological Engineering & Computing
- Efficient Oct Image Segmentation Using Neural Architecture SearchSaba Heidari Gheshlaghi, Omid Dehzangi, Ali Dabouei, Annahita Amireskandari, Ali R. Rezai, Nasser M. Nasrabadi · 2020 · Proceedings - International Conference on Image Processing
- Learning Melanocytic Proliferation Segmentation in Histopathology Images from Imperfect AnnotationsKechun Liu, Mojgan Mokhtari, Beibin Li · 2021 · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
- Evolutionary Neural Architecture Search for Retinal Vessel SegmentationZhun Fan, Jiahong Wei, Guijie Zhu · 2020 · arXiv (Cornell University)
- Esophagus Segmentation in Computed Tomography Images Using a U-Net Neural Network With a Semiautomatic Labeling MethodXiao Ping Lou, Youzhe Zhu, Kumaradevan Punithakumar, Lawrence H. Le, Baosheng Li · 2020 · IEEE Access
- Attention Mechanism Trained with Small Datasets for Biomedical Image SegmentationWeihao Weng, Xin Zhu, Lei Jing, Mianxiong Dong · 2023 · Electronics
- Fused deep neural networks for sustainable and computational management of heat-transfer pipeline diagnosisHonggeun Ji, ChaeHee An, Minyoung Lee, Jufeng Yang, Eunil Park · 2023 · Developments in the Built Environment
- Prediction of MYCN Gene Amplification in Pediatric Neuroblastomas: Development of a Deep Learning–Based Tool for Automatic Tumor Segmentation and Comparative Analysis of Computed Tomography–Based Radiomics Features HarmonizationLing Yun Yeow, Yu Xuan Teh, Xinyu Lu, Arvind Channarayapatna Srinivasa, Eelin Tan, Timothy Shao Ern Tan, Phua Hwee Tang, Bhanu Prakash · 2023 · Journal of Computer Assisted Tomography
- LENAS: Learning-Based Neural Architecture Search and Ensemble for 3-D Radiotherapy Dose PredictionYi Lin, Yanfei Liu, Hao Chen · 2024 · IEEE Transactions on Cybernetics
- A review of AutoML optimization techniques for medical image applicationsMuhammad Junaid Ali, Mokhtar Essaid, Laurent Moalic · 2024 · Computerized Medical Imaging and Graphics
- Automated Machine Learning for High-Throughput Image-Based Plant PhenotypingJoshua C.O. Koh, GERMAN C. SPANGENBERG, Surya Kant · 2021 · Remote Sensing
- A neural network architecture optimizer based on DARTS and generative adversarial learningTing Zhang, Muhammad Mohsin Waqas, Hao Shen, Zhaoying Liu, Xiangyu Zhang, Yujian Li, Zahid Halim, Sheng Chen · 2021 · Information Sciences
- Constrained multi-scale dense connections for biomedical image segmentationJiawei Zhang, Yanchun Zhang, Hailong Qiu, Tianchen Wang, Xiaomeng Li, Shanfeng Zhu, Meiping Huang, Jian Zhuang, Yiyu Shi, Xiaowei Xu · 2024 · Pattern Recognition
- P 2 SAM: Probabilistically Prompted SAMs Are Efficient Segmentator for Ambiguous Medical ImagesYuzhi Huang, Chenxin Li, Zixu Lin · 2024 · ACM International Conference on Multimedia (ACM MM)
- A relic sketch extraction framework based on detail-aware hierarchical deep networkJinye Peng, Jiaxin Wang, Jun Wang, Erlei Zhang, Qunxi Zhang, Yongqin Zhang, Xianlin Peng, Kai Yu · 2021 · Signal Processing
- AutoML-Based Neural Architecture Search for Object Recognition in Satellite ImageryPovilas Gudžius, Olga Kurasova, Vytenis Darulis · 2022 · Remote Sensing
- Boundary Aware U-Net for Medical Image SegmentationMohammad D. Alahmadi · 2022 · Arabian Journal for Science and Engineering
- Walk as you feel: Privacy preserving emotion recognition from gait patternsCarmen Bisogni, Lucia Cimmino, Michele Nappi, Toni Pannese, Chiara Pero · 2023 · Engineering Applications of Artificial Intelligence
- Coronary artery segmentation from intravascular optical coherence tomography using deep capsulesArjun Balaji, Lachlan J. Kelsey, Kamran Majeed · 2021 · Artificial Intelligence in Medicine
- GCNfold: A novel lightweight model with valid extractors for RNA secondary structure predictionEnbin Yang, Hao Zhang, Zinan Zang, Zhiyong Zhou, Shuo Wang, Zhen Liu, Yuanning Liu · 2023 · Computers in Biology and Medicine
- Real-time 3D shape measurement of dynamic scenes using fringe projection profilometry: lightweight NAS-optimized dual frequency deep learning approachYueyang Li, Zhoujie Wu, Junfei Shen, Qican Zhang · 2023 · Optics Express
- MVRA-UNet: Multi-View Residual Attention U-Net for Precise Defect Segmentation on Magnetic Tile SurfaceFang Lin Luo, Yuan Cui, Yong Liao · 2023 · IEEE Access
- Extensible and Efficient Proxy for Neural Architecture SearchYuhong Li, Jiajie Li, Cong Hao, Pan Li, Jinjun Xiong, Deming Chen · 2023 · IEEE/CVF International Conference on Computer Vision (ICCV)
- Multiscale Feature Search-Based Graph Convolutional Network for Hyperspectral Image ClassificationKe Wu, Yanting Zhan, Ying An · 2024 · Remote Sensing
- HiCo: Hierarchical Contrastive Learning for Ultrasound Video Model PretrainingChunhui Zhang, Yixiong Chen, Li Liu, Qiong Liu, Xi Zhou · 2023 · Lecture notes in computer science
- Magnetic Resonance Image Segmentation Based on Multi-Scale Convolutional Neural NetworkJinglong Hao, LI Xiao-xi, Yanxia Hou · 2020 · IEEE Access
- A New Multitask Joint Learning Framework for Expensive Multi-Objective Optimization ProblemsJianping Luo, Yongfei Dong, Qiqi Liu · 2024 · IEEE Transactions on Emerging Topics in Computational Intelligence
- S3AR U-Net: A separable squeezed similarity attention-gated residual U-Net for glottis segmentationFrancis Jesmar P. Montalbo · 2024 · Biomedical Signal Processing and Control
- A new optimization approach based on neural architecture search to enhance deep U-Net for efficient road segmentationNarges Saeedizadeh, Seyed Mohammad Jafar Jalali, Burhan Khan · 2024 · Knowledge-Based Systems
- Retinal disease classification based on optical coherence tomography images using convolutional neural networksMaša Stanojević, Dražen Drašković, Boško Nikolić · 2022 · Journal of Electronic Imaging
- UNet and MobileNet CNN-based model observers for CT protocol optimization: comparative performance evaluation by means of phantom CT imagesFederico Valeri, Maurizio Bartolucci, Elena Cantoni et al. · 2023 · Journal of medical imaging
- Semantic Segmentation of Urinary Bladder Cancer Masses from CT Images: A Transfer Learning ApproachSandi Baressi Šegota, Ivan Lorencin, Klara Smolić, Nikola Anđelić, Dean Markić, Vedran Mrzljak, Daniel Štifanić, Jelena Musulin, Josip Španjol, Zlatan Car · 2021 · Biology
- Dynamic High-Resolution Network for Semantic Segmentation in Remote-Sensing ImagesShichen Guo, Qi Yang, Shiming Xiang, Pengfei Wang, Xuezhi Wang · 2023 · Remote Sensing
- Leveraging paired mammogram views with deep learning for comprehensive breast cancer detectionJae Won Seo, Young‐Jae Kim, Kwang Gi Kim · 2025 · Scientific Reports
- Mixed-GGNAS: Mixed Search-space NAS based on genetic algorithm combined with gradient descent for medical image segmentationMing Hu, Junchi Li, Yongquan Dong, Zichen Zhang, Weifan Liu, Peilin Zhang, Yuchao Ping, Le Jiang, Zekuan Yu · 2025 · Expert Systems with Applications
- Building NAS: Automatic designation of efficient neural architectures for building extraction in high-resolution aerial imagesWeipeng Jing, Jingbo Lin, Huihui Helen Wang · 2020 · Image and Vision Computing
- A lightweight architecture for hand gesture recognitionTuan Linh Dang, Trung Hieu Pham, Quang Minh Dang · 2023 · Multimedia Tools and Applications
- Applications and Challenges of Machine Learning to Enable Realistic Cellular SimulationsRitvik Vasan, Meagan P. Rowan, Christopher T. Lee, Gregory R. Johnson, Padmini Rangamani, Michael Holst · 2020 · Frontiers in Physics
- Deep Learning based Approach for Bone Diagnosis Classification in Ultrasonic Computed Tomographic ImagesMarwa Fradi, Mouna Afif, Mohsen Machhout · 2020 · International Journal of Advanced Computer Science and Applications
- Self-supervised Neural Architecture SearchSapir Kaplan, Raja Giryes · 2020 · arXiv (Cornell University)
- Multi-Modal Brain Tumor Data Completion Based on Reconstruction Consistency LossYang Jiang, Shuang Zhang, Jianning Chi · 2023 · Journal of Imaging Informatics in Medicine
- Spine MRI image segmentation method based on ASPP and U-Net networkBiao Cai, Qing Xu, Cheng‐Ta Yang, Yi Lu, Cheng Ge, Zhichao Wang, Kai Liu, Xubin Qiu, Shan Chang · 2023 · Mathematical Biosciences & Engineering
- MR Image Harmonization with TransformerDong Han, Rui Hong Yu, Shipeng Li · 2023 · IEEE International Conference on Mechatronics and Automation (ICMA)
- An intellectual caries segmentation and classification using modified optimization-assisted transformer denseUnet++ and ViT-based multiscale residual denseNet with GRUJ. Priya, Subramanian Kanaga Suba Raja, S. Sudha · 2024 · Signal Image and Video Processing
- Reconnection of fragmented parts of coronary arteries using local geometric features in X-ray angiography imagesKyung-Hoon Han, Jaeik Jeon, Yeonggul Jang · 2021 · Computers in Biology and Medicine
- Enhancing level set brain tumor segmentation using fuzzy shape prior information and deep learningAsieh Khosravanian, Mohammad Rahmanimanesh, Parviz Keshavarzi, Saeed Mozaffari · 2022 · International Journal of Imaging Systems and Technology
- Ear Biometrics Using Deep Learning: A SurveyAimee Booysens, Serestina Viriri · 2022 · Applied Computational Intelligence and Soft Computing
- SAR2HEIGHT: Height Estimation from a Single SAR Image in Mountain Areas via Sparse Height and Proxyless Depth-Aware Penalty Neural Architecture Search for UnetMinglong Xue, Jian Li, Zheng Zhao · 2022 · Remote Sensing
- RAFF-Net: An improved tongue segmentation algorithm based on residual attention network and multiscale feature fusionHaibei Song, Zonghai Huang, Li Feng, Yanmei Zhong, Chuanbiao Wen, Jinhong Guo · 2022 · Digital Health
- Guided Depth Map Super-Resolution Using Recumbent Y NetworkTao Li, Xiucheng Dong, Hongwei Lin · 2020 · IEEE Access
- Improved differentiable neural architecture search for single image super-resolutionYu Weng, Zehua Chen, Tianbao Zhou · 2021 · Peer-to-Peer Networking and Applications
- OCT Image Segmentation Using Neural Architecture Search and SRGANOmid Dehzangi, Saba Heidari Gheshlaghi, Annahita Amireskandari, Nasser M. Nasrabadi, Ali R. Rezai · 2021 · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition
- NAS-TasNet: Neural Architecture Search for Time-Domain Speech SeparationJoohyun Lee, Joon‐Hyuk Chang, Jaemo Yang, Han-gil Moon · 2022 · IEEE Access
- GH-DDM: the generalized hybrid denoising diffusion model for medical image generationSicheng Zhang, Jin Liu, Bo Hu, Zhendong Mao · 2023 · Multimedia Systems