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Fully Convolutional Networks for Monocular Retinal Depth Estimation and Optic Disc-Cup Segmentation

IEEE journal of biomedical and health informatics, 2019-07, Vol.23 (4), p.1417-1426

2019

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A high-throughput neurohistological pipeline for brain-wide mesoscale connectivity mapping of the common marmoset

eLife, 2019-02, Vol.8

2019

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Artificial intelligence in detection and segmentation of internal auditory canal and its nerves using deep learning techniques

International journal for computer assisted radiology and surgery, 2020-11, Vol.15 (11), p.1859-1867

2020

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Semantic segmentation of microscopic neuroanatomical data by combining topological priors with encoder–decoder deep networks

Nature machine intelligence, 2020-10, Vol.2 (10), p.585-594

2020

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Antibacterial efficacy of hubballi propolis against aggregatibacter actinomycetemcomitans one of the major causative organisms of perimplantitis: An In vitro study

Journal of pharmacy & bioallied science, 2022-07, Vol.14 (5), p.595-599

2022

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Automatic 3D MRI-Ultrasound Registration for Image Guided Arthroscopy

Applied sciences, 2022-06, Vol.12 (11), p.5488

2022

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Attention adaptive instance normalization style transfer for vascular segmentation using deep learning

Applied intelligence (Dordrecht, Netherlands), 2023-12, Vol.53 (24), p.29638-29655

2023

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Generalizing supervised deep learning MRI reconstruction to multiple and unseen contrasts using meta-learning hypernetworks

Applied soft computing, 2023-10, Vol.146, p.110633, Article 110633

2023

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Brain-wide Maps Reveal Stereotyped Cell-Type-Based Cortical Architecture and Subcortical Sexual Dimorphism

Cell, 2017-10, Vol.171 (2), p.456-469.e22

2017

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Efficacy of an Automated Algorithm for Screening Diabetic Retinopathy in Gradable and Ungradable Images in Real-Time Conditions

Telemedicine journal and e-health, 2023-06, Vol.29 (6), p.896-902

2023

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Generalizable Deep Learning Method for Suppressing Unseen and Multiple MRI Artifacts Using Meta-learning

2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2023, Vol.2023, p.1-5

2023

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MCI-HyperNet: A multiple contextual information-based adaptive weight learning network for controllable image reconstruction

Neurocomputing (Amsterdam), 2023-10, Vol.554, p.126606, Article 126606

2023

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OCUCFormer: An Over-Complete Under-Complete Transformer Network for accelerated MRI reconstruction

Image and vision computing, 2024-10, Vol.150, p.105228, Article 105228

2024

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DC-WCNN: A Deep Cascade of Wavelet Based Convolutional Neural Networks for MR Image Reconstruction

2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 2020, p.1069-1073

2020

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Predictive modeling of Alzheimer's disease progression: Integrating temporal clinical factors and outcomes in time series forecasting

Intelligence-based medicine, 2024, Vol.10, p.100159, Article 100159

2024

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A Successive Clutter-Rejection-Based Approach for Early Detection of Diabetic Retinopathy

IEEE transactions on biomedical engineering, 2011-03, Vol.58 (3), p.664-673

2011

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Joint Optic Disc and Cup Segmentation Using Fully Convolutional and Adversarial Networks

Fetal, Infant and Ophthalmic Medical Image Analysis, 2017, Vol.10554, p.168-176

2017

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A deep cascade of ensemble of dual domain networks with gradient-based T1 assistance and perceptual refinement for fast MRI reconstruction

Computerized medical imaging and graphics, 2021-07, Vol.91, p.101942-101942, Article 101942

2021

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A Hybrid-Layered System for Image-Guided Navigation and Robot-Assisted Spine Surgeries

2024 IEEE/SICE International Symposium on System Integration (SII), 2024, p.1452-1457

2024

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HyperCoil-Recon: A Hypernetwork-based Adaptive Coil Configuration Task Switching Network for MRI Reconstruction

2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2023, p.2384-2393

2023

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Local characterization of neovascularization and identification of proliferative diabetic retinopathy in retinal fundus images

Computerized medical imaging and graphics, 2017-01, Vol.55, p.124-132

2017

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Style Transfer based Coronary Artery Segmentation in X-ray Angiogram

2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2021, p.3386-3394

2021

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Dual-Encoder-Unet For Fast Mri Reconstruction

2020 IEEE 17th International Symposium on Biomedical Imaging Workshops (ISBI Workshops), 2020, p.1-4

2020

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Automated Knowledge Modeling for Cancer Clinical Practice Guidelines

2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2023, Vol.2023, p.1-4

2023

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DCE-former: A Transformer-Based Model with Mutual Information and Frequency-Based Loss Functions for Early and Late Response Prediction in Prostate DCE-MRI

2024 IEEE International Symposium on Biomedical Imaging (ISBI), 2024, p.1-5

2024

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Fully Convolutional Networks for Monocular Retinal Depth Estimation and Optic Disc-Cup Segmentation

A high-throughput neurohistological pipeline for brain-wide mesoscale connectivity mapping of the common marmoset

Artificial intelligence in detection and segmentation of internal auditory canal and its nerves using deep learning techniques

Semantic segmentation of microscopic neuroanatomical data by combining topological priors with encoder–decoder deep networks

Antibacterial efficacy of hubballi propolis against aggregatibacter actinomycetemcomitans one of the major causative organisms of perimplantitis: An In vitro study

Automatic 3D MRI-Ultrasound Registration for Image Guided Arthroscopy

Attention adaptive instance normalization style transfer for vascular segmentation using deep learning

Generalizing supervised deep learning MRI reconstruction to multiple and unseen contrasts using meta-learning hypernetworks

Brain-wide Maps Reveal Stereotyped Cell-Type-Based Cortical Architecture and Subcortical Sexual Dimorphism

Efficacy of an Automated Algorithm for Screening Diabetic Retinopathy in Gradable and Ungradable Images in Real-Time Conditions

Generalizable Deep Learning Method for Suppressing Unseen and Multiple MRI Artifacts Using Meta-learning

MCI-HyperNet: A multiple contextual information-based adaptive weight learning network for controllable image reconstruction

OCUCFormer: An Over-Complete Under-Complete Transformer Network for accelerated MRI reconstruction

DC-WCNN: A Deep Cascade of Wavelet Based Convolutional Neural Networks for MR Image Reconstruction

Predictive modeling of Alzheimer's disease progression: Integrating temporal clinical factors and outcomes in time series forecasting

A Successive Clutter-Rejection-Based Approach for Early Detection of Diabetic Retinopathy

Joint Optic Disc and Cup Segmentation Using Fully Convolutional and Adversarial Networks

A deep cascade of ensemble of dual domain networks with gradient-based T1 assistance and perceptual refinement for fast MRI reconstruction

A Hybrid-Layered System for Image-Guided Navigation and Robot-Assisted Spine Surgeries

HyperCoil-Recon: A Hypernetwork-based Adaptive Coil Configuration Task Switching Network for MRI Reconstruction

Local characterization of neovascularization and identification of proliferative diabetic retinopathy in retinal fundus images

Style Transfer based Coronary Artery Segmentation in X-ray Angiogram

Dual-Encoder-Unet For Fast Mri Reconstruction

Automated Knowledge Modeling for Cancer Clinical Practice Guidelines

DCE-former: A Transformer-Based Model with Mutual Information and Frequency-Based Loss Functions for Early and Late Response Prediction in Prostate DCE-MRI

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