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Deep Neural Networks for Medical Image Segmentation

Journal of healthcare engineering, 2022-03, Vol.2022, p.9580991-15

2022

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Modified U-NET Architecture for Segmentation of Skin Lesion

Sensors (Basel, Switzerland), 2022-01, Vol.22 (3), p.867

2022

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UMobileNetV2 model for semantic segmentation of gastrointestinal tract in MRI scans

PloS one, 2024-05, Vol.19 (5), p.e0302880-e0302880

2024

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An Enhanced Transfer Learning Based Classification for Diagnosis of Skin Cancer

Diagnostics (Basel), 2022-07, Vol.12 (7), p.1628

2022

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Comparative Analysis and Implication of Hyperion Hyperspectral and Landsat-8 Multispectral Dataset in Land Classification

Journal of the Indian Society of Remote Sensing, 2023-11, Vol.51 (11), p.2201-2213

2023

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Weighted Average Ensemble Deep Learning Model for Stratification of Brain Tumor in MRI Images

Diagnostics (Basel), 2023-04, Vol.13 (7), p.1320

2023

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Diabetes screening using machine learning algorithm

AIP Conference Proceedings, 2022, Vol.2357 (1)

2022

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An intelligent LinkNet-34 model with EfficientNetB7 encoder for semantic segmentation of brain tumor

Scientific reports, 2024-01, Vol.14 (1), p.1345-1345, Article 1345

2024

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Deep Learning-Based Computer-Aided Pneumothorax Detection Using Chest X-ray Images

Sensors (Basel, Switzerland), 2022-03, Vol.22 (6), p.2278

2022

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U-Net Model with Transfer Learning Model as a Backbone for Segmentation of Gastrointestinal Tract

Bioengineering (Basel), 2023-01, Vol.10 (1), p.119

2023

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Visualization of Customized Convolutional Neural Network for Natural Language Recognition

Sensors (Basel, Switzerland), 2022-04, Vol.22 (8), p.2881

2022

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Topographically derived subpixel-based change detection for monitoring changes over rugged terrain Himalayas using AWiFS data

Journal of mountain science, 2021, Vol.18 (1), p.126-140

2021

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Protein Subcellular Localization Prediction by Concatenation of Convolutional Blocks for Deep Features Extraction From Microscopic Images

IEEE access, 2023, Vol.11, p.1057-1073

2023

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A Deep Learning-Based Intelligent Garbage Detection System Using an Unmanned Aerial Vehicle

Symmetry (Basel), 2022-05, Vol.14 (5), p.960

2022

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Transfer learning-based modified inception model for the diagnosis of Alzheimer's disease

Frontiers in computational neuroscience, 2022-11, Vol.16, p.1000435-1000435

2022

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A Convolutional Neural Network-Based Framework for Classification of Protein Localization Using Confocal Microscopy Images

IEEE access, 2022, Vol.10, p.83591-83611

2022

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HTLML: Hybrid AI Based Model for Detection of Alzheimer’s Disease

Diagnostics (Basel), 2022-07, Vol.12 (8), p.1833

2022

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Performance Evaluation of the Deep Learning Based Convolutional Neural Network Approach for the Recognition of Chest X-Ray Images

Frontiers in oncology, 2022-06, Vol.12, p.932496-932496

2022

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Blockchain Enabled Transparent and Anti-Counterfeiting Supply of COVID-19 Vaccine Vials

Vaccines (Basel), 2021-10, Vol.9 (11), p.1239

2021

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Deep learning-based image annotation for leukocyte segmentation and classification of blood cell morphology

BMC medical imaging, 2024-04, Vol.24 (1), p.83-83, Article 83

2024

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Detection of Multitemporal Changes with Artificial Neural Network-Based Change Detection Algorithm Using Hyperspectral Dataset

Remote sensing (Basel, Switzerland), 2023-03, Vol.15 (5), p.1326

2023

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A Convolutional Neural Network Architecture for Segmentation of Lung Diseases Using Chest X-ray Images

Diagnostics (Basel), 2023-05, Vol.13 (9), p.1651

2023

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Semantic Segmentation of Gastrointestinal Tract in MRI Scans Using PSPNet Model With ResNet34 Feature Encoding Network

IEEE access, 2023, Vol.11, p.132532-132543

2023

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An Intelligent Attention-Based Transfer Learning Model for Accurate Differentiation of Bone Marrow Stains to Diagnose Hematological Disorder

Life (Basel, Switzerland), 2023-10, Vol.13 (10), p.2091

2023

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EfficientNetB0 cum FPN Based Semantic Segmentation of Gastrointestinal Tract Organs in MRI Scans

Diagnostics (Basel), 2023-07, Vol.13 (14), p.2399

2023

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Deep Neural Networks for Medical Image Segmentation

Modified U-NET Architecture for Segmentation of Skin Lesion

UMobileNetV2 model for semantic segmentation of gastrointestinal tract in MRI scans

An Enhanced Transfer Learning Based Classification for Diagnosis of Skin Cancer

Comparative Analysis and Implication of Hyperion Hyperspectral and Landsat-8 Multispectral Dataset in Land Classification

Weighted Average Ensemble Deep Learning Model for Stratification of Brain Tumor in MRI Images

Diabetes screening using machine learning algorithm

An intelligent LinkNet-34 model with EfficientNetB7 encoder for semantic segmentation of brain tumor

Deep Learning-Based Computer-Aided Pneumothorax Detection Using Chest X-ray Images

U-Net Model with Transfer Learning Model as a Backbone for Segmentation of Gastrointestinal Tract

Visualization of Customized Convolutional Neural Network for Natural Language Recognition

Topographically derived subpixel-based change detection for monitoring changes over rugged terrain Himalayas using AWiFS data

Protein Subcellular Localization Prediction by Concatenation of Convolutional Blocks for Deep Features Extraction From Microscopic Images

A Deep Learning-Based Intelligent Garbage Detection System Using an Unmanned Aerial Vehicle

Transfer learning-based modified inception model for the diagnosis of Alzheimer's disease

A Convolutional Neural Network-Based Framework for Classification of Protein Localization Using Confocal Microscopy Images

HTLML: Hybrid AI Based Model for Detection of Alzheimer’s Disease

Performance Evaluation of the Deep Learning Based Convolutional Neural Network Approach for the Recognition of Chest X-Ray Images

Blockchain Enabled Transparent and Anti-Counterfeiting Supply of COVID-19 Vaccine Vials

Deep learning-based image annotation for leukocyte segmentation and classification of blood cell morphology

Detection of Multitemporal Changes with Artificial Neural Network-Based Change Detection Algorithm Using Hyperspectral Dataset

A Convolutional Neural Network Architecture for Segmentation of Lung Diseases Using Chest X-ray Images

Semantic Segmentation of Gastrointestinal Tract in MRI Scans Using PSPNet Model With ResNet34 Feature Encoding Network

An Intelligent Attention-Based Transfer Learning Model for Accurate Differentiation of Bone Marrow Stains to Diagnose Hematological Disorder

EfficientNetB0 cum FPN Based Semantic Segmentation of Gastrointestinal Tract Organs in MRI Scans

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