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Refinado por: Nome da Publicação: Applied Sciences remover assunto: Image Classification remover
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Towards a Better Understanding of Transfer Learning for Medical Imaging: A Case Study
Towards a Better Understanding of Transfer Learning for Medical Imaging: A Case Study
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Towards a Better Understanding of Transfer Learning for Medical Imaging: A Case Study

Alzubaidi, Laith ; Fadhel, Mohammed A. ; Al-Shamma, Omran ; Zhang, Jinglan ; Santamaría, J. ; Duan, Ye ; R. Oleiwi, Sameer

Applied sciences, 2020-07, Vol.10 (13), p.4523 [Periódico revisado por pares]

Basel: MDPI AG

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2
Transfer Learning with Convolutional Neural Networks for Diabetic Retinopathy Image Classification. A Review
Transfer Learning with Convolutional Neural Networks for Diabetic Retinopathy Image Classification. A Review
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Transfer Learning with Convolutional Neural Networks for Diabetic Retinopathy Image Classification. A Review

Kandel, Ibrahem ; Castelli, Mauro

Applied sciences, 2020-03, Vol.10 (6), p.2021 [Periódico revisado por pares]

Basel: MDPI AG

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3
How Deeply to Fine-Tune a Convolutional Neural Network: A Case Study Using a Histopathology Dataset
How Deeply to Fine-Tune a Convolutional Neural Network: A Case Study Using a Histopathology Dataset
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How Deeply to Fine-Tune a Convolutional Neural Network: A Case Study Using a Histopathology Dataset

Kandel, Ibrahem ; Castelli, Mauro

Applied sciences, 2020-05, Vol.10 (10), p.3359 [Periódico revisado por pares]

MDPI AG

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4
Combination of Transfer Learning Methods for Kidney Glomeruli Image Classification
Combination of Transfer Learning Methods for Kidney Glomeruli Image Classification
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Combination of Transfer Learning Methods for Kidney Glomeruli Image Classification

Lee, Hsi-Chieh ; Aqil, Ahmad Fauzan

Applied sciences, 2022-02, Vol.12 (3), p.1040 [Periódico revisado por pares]

Basel: MDPI AG

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5
Hybrid Malware Classification Method Using Segmentation-Based Fractal Texture Analysis and Deep Convolution Neural Network Features
Hybrid Malware Classification Method Using Segmentation-Based Fractal Texture Analysis and Deep Convolution Neural Network Features
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Hybrid Malware Classification Method Using Segmentation-Based Fractal Texture Analysis and Deep Convolution Neural Network Features

Nisa, Maryam ; Shah, Jamal Hussain ; Kanwal, Shansa ; Raza, Mudassar ; Khan, Muhammad Attique ; Damaševičius, Robertas ; Blažauskas, Tomas

Applied sciences, 2020-07, Vol.10 (14), p.4966 [Periódico revisado por pares]

Basel: MDPI AG

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6
An Effective Approach to Detect and Identify Brain Tumors Using Transfer Learning
An Effective Approach to Detect and Identify Brain Tumors Using Transfer Learning
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An Effective Approach to Detect and Identify Brain Tumors Using Transfer Learning

Ullah, Naeem ; Khan, Javed Ali ; Khan, Mohammad Sohail ; Khan, Wahab ; Hassan, Izaz ; Obayya, Marwa ; Negm, Noha ; Salama, Ahmed S.

Applied sciences, 2022-06, Vol.12 (11), p.5645 [Periódico revisado por pares]

Basel: MDPI AG

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7
COVID-19 CXR Classification: Applying Domain Extension Transfer Learning and Deep Learning
COVID-19 CXR Classification: Applying Domain Extension Transfer Learning and Deep Learning
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COVID-19 CXR Classification: Applying Domain Extension Transfer Learning and Deep Learning

Park, KwangJin ; Choi, YoungJin ; Lee, HongChul

Applied sciences, 2022-11, Vol.12 (21), p.10715 [Periódico revisado por pares]

Basel: MDPI AG

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8
Swarm Intelligence with Deep Transfer Learning Driven Aerial Image Classification Model on UAV Networks
Swarm Intelligence with Deep Transfer Learning Driven Aerial Image Classification Model on UAV Networks
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Swarm Intelligence with Deep Transfer Learning Driven Aerial Image Classification Model on UAV Networks

S. Alotaibi, Saud ; Abdullah Mengash, Hanan ; Negm, Noha ; Marzouk, Radwa ; Hilal, Anwer Mustafa ; Shamseldin, Mohamed A. ; Motwakel, Abdelwahed ; Yaseen, Ishfaq ; Rizwanullah, Mohammed ; Zamani, Abu Sarwar

Applied sciences, 2022-07, Vol.12 (13), p.6488 [Periódico revisado por pares]

Basel: MDPI AG

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9
Squirrel Search Optimization with Deep Transfer Learning-Enabled Crop Classification Model on Hyperspectral Remote Sensing Imagery
Squirrel Search Optimization with Deep Transfer Learning-Enabled Crop Classification Model on Hyperspectral Remote Sensing Imagery
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Squirrel Search Optimization with Deep Transfer Learning-Enabled Crop Classification Model on Hyperspectral Remote Sensing Imagery

Hamza, Manar Ahmed ; Alrowais, Fadwa ; Alzahrani, Jaber S. ; Mahgoub, Hany ; Salem, Nermin M. ; Marzouk, Radwa

Applied sciences, 2022-06, Vol.12 (11), p.5650 [Periódico revisado por pares]

Basel: MDPI AG

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10
A Transfer Learning Method for Pneumonia Classification and Visualization
A Transfer Learning Method for Pneumonia Classification and Visualization
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A Transfer Learning Method for Pneumonia Classification and Visualization

Luján-García, Juan ; Yáñez-Márquez, Cornelio ; Villuendas-Rey, Yenny ; Camacho-Nieto, Oscar

Applied sciences, 2020-04, Vol.10 (8), p.2908 [Periódico revisado por pares]

Basel: MDPI AG

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