Precise MRI Image Classification Using improvised ResNet 50 Framework for the Automated Detection of Anterior Cruciate Ligament Injury

Name: Precise MRI Image Classification Using improvised ResNet 50 Framework for the Automated Detection of Anterior Cruciate Ligament Injury
Creator: Sayantan Dutta
License: https://creativecommons.org/licenses/by/4.0/

Citation Author(s):: SAYANTAN DUTTA
Submitted by:: Sayantan Dutta
Last updated:: Mon, 07/08/2024 - 19:59
DOI:: 10.21227/34ff-v973

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Categories:

Artificial Intelligence
Machine Learning
Medical Imaging
Computer Vision

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Abstract

This folder consists of codes, dataset, and models.

Instructions:

All codes contain python codes. Dataset files consist of augmented processed data. All models folder have models with extension .h5. Short python code is needed to generate the models from the file.

Dataset Files

Python code for Precise MRI Image Classification Using improvised ResNet 50 Framework for the Automated Detection of Anterior Cr (Size: 936.28 KB)
Dataset for Precise MRI Image Classification Using improvised ResNet 50 Framework for the Automated Detection of Anterior Crucia (Size: 15.93 MB)
roi_classified_gan_uint8.rar (Size: 88.61 MB)
dataset for Precise MRI Image Classification Using improvised ResNet 50 Framework for the Automated Detection of Anterior Crucia (Size: 22.59 MB)
roi_data_classified.rar (Size: 22.67 MB)
roi_data_classified_augmented.rar (Size: 167.17 MB)
Datset Precise MRI Image Classification Using improvised ResNet 50 Framework for the Automated Detection of Anterior Cruciate Li (Size: 29.28 MB)
roi_data_classified_GAN_balanced.rar (Size: 38.19 MB)
roi_data_classified_uint8.rar (Size: 14.79 MB)
roi_data_classified_uncropped.rar (Size: 21.34 MB)
Models for Precise MRI Image Classification Using improvised ResNet 50 Framework for the Automated Detection of Anterior Crucia (Size: 89.6 MB)
Models for Precise MRI Image Classification Using improvised ResNet 50 Framework for the Automated Detection of Anterior Cruciat (Size: 393.81 MB)
gan_0_1388_1704_saved_model.rar (Size: 606.42 MB)
gan_2_2k_aug_2p5k_saved_model.rar (Size: 29.93 MB)
gan_2k_2p5k_2p5k_saved_model.rar (Size: 3.29 MB)
gan_before_split_saved_model.rar (Size: 60.87 MB)
mirb_2x3_relu_bn_saved_model.rar (Size: 2.4 MB)

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DATASET TYPE: data
USERID: 1353045
DATASETID: 14627

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Dataset Citation

SAYANTAN DUTTA, "Precise MRI Image Classification Using improvised ResNet 50 Framework for the Automated Detection of Anterior Cruciate Ligament Injury", IEEE Dataport, March 3, 2023, doi:10.21227/34ff-v973

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doi = {10.21227/34ff-v973},
url = {https://dx.doi.org/10.21227/34ff-v973},
author = {SAYANTAN DUTTA},
publisher = {IEEE Dataport},
title = {Precise MRI Image Classification Using improvised ResNet 50 Framework for the Automated Detection of Anterior Cruciate Ligament Injury},
year = {2023} }

TY - DATA
T1 - Precise MRI Image Classification Using improvised ResNet 50 Framework for the Automated Detection of Anterior Cruciate Ligament Injury
AU - SAYANTAN DUTTA
PY - 2023
PB - IEEE Dataport
UR - 10.21227/34ff-v973
ER -

SAYANTAN DUTTA (2023). Precise MRI Image Classification Using improvised ResNet 50 Framework for the Automated Detection of Anterior Cruciate Ligament Injury. IEEE Dataport. https://dx.doi.org/10.21227/34ff-v973

SAYANTAN DUTTA 2023 Precise MRI Image Classification Using improvised ResNet 50 Framework for the Automated Detection of Anterior Cruciate Ligament Injury. Available at: https://dx.doi.org/10.21227/34ff-v973

SAYANTAN DUTTA.(2023). "Precise MRI Image Classification Using improvised ResNet 50 Framework for the Automated Detection of Anterior Cruciate Ligament Injury." Web,

1. SAYANTAN DUTTA. Precise MRI Image Classification Using improvised ResNet 50 Framework for the Automated Detection of Anterior Cruciate Ligament Injury [Internet]. IEEE Dataport; 2023. Available from: https://dx.doi.org/10.21227/34ff-v973

SAYANTAN DUTTA, "Precise MRI Image Classification Using improvised ResNet 50 Framework for the Automated Detection of Anterior Cruciate Ligament Injury,", doi: 10.21227/34ff-v973.