Hello dear researchers, can you tell me what deep learning algorithms (architectures) can be used for medical image classification except CNN?
Following GitHub link suggests different deep learning techniques for different types of medical images. Check it once:
https://github.com/albarqouni/Deep-Learning-for-Medical-Applications
I am working lung CT images and I did a classification for these images using build from scratch model and the results are very good, now for a comparison purpose I want to do a transfer learning...
04 May 2019 199 1 View
I am working on a project to classify lung CT images using CNN, and as I understand, the pixel spacing is distance between the center of each pixel, specified by a numeric pair - adjacent row...
03 April 2019 8,078 1 View
To review the English of my master thesis, I need an online reliable English proofreading and editing tool, what do you recommend for me?
03 April 2019 7,121 8 View
In lung cancer classification in CT scan images, is false positive or false negative is more important to care about? in most paper they try to reduce false positives, but in some articles they...
11 December 2018 9,609 6 View
Now I am working on a project to classify Lung CT images using CNN and I am looking for new deep learning techniques for same purpose to make a comparison with CNN, what do you suggest?
09 October 2018 8,204 0 View
If a deep learning model has more than one epoch while training and the accuracy is increasing and decreasing over epochs, what is the best way to calculate the accuracy? is it possible to choose...
09 October 2018 5,022 7 View
I am working on a project to classify lung CT images (cancer/non-cancer) using CNN model, for that I need free dataset with annotation file. I know there is LIDC-IDRI and Luna16 dataset both are...
08 September 2018 6,408 6 View
what is the best offline augmentation techniques for lung CT scan images to enlarge your dataset?
08 September 2018 1,195 8 View
Hello dear researchers: I am working on project to classify lung ct image using CNN and LIDC dataset, i have three questions: 1- each scan in the dataset contains a large number of slices(images)...
05 June 2018 5,573 6 View
Iam working on cancer detection and classification in lung ct images using convolutional neural network(CNN), my question is what steps(preprocessing steps) do i need before classification step?...
04 May 2018 851 4 View
What Characteristics makes CNN work better?
03 March 2021 1,458 4 View
i would to know some of the research gaps in the artificial intelligence field in most african countries.
03 March 2021 6,145 3 View
I have selected brain tumor images ...but now found that already lots of research done n this topic.
03 March 2021 5,774 3 View
i am try to classify the x-ray images. During classification , can i block unwanted images (except x-ray image).
03 March 2021 7,100 1 View
dear community, my model is based feature extraction from non stationary signals using discrete Wavelet Transform and then using statistical features then machine learning classifiers in order to...
03 March 2021 6,994 5 View
Need to image mesoporous silica nanoparticles using the TEM. Also, need high resolution TEM images to see the mesoporous structure. Kindly suggest what kind of grids to use. Thanks, Shatadru
02 March 2021 1,787 2 View
The range of forms and sizes of cavities in rock is very big. Is there a classification scheme for rock cavities regarding their size and shape?
02 March 2021 4,511 3 View
Dear Colleagues, After running Western blot on PVDF membrane and detection using ECL, I would like to stain my PVDF with colloidal gold to be able to allign the ECL image with total proteins on...
02 March 2021 7,829 3 View
Do you have some recommendations approaches on Image processing and classification of plant diseases using TensorFlow/Keras?
02 March 2021 1,493 4 View
I feel that the practice in teacher education in my country is below the expected performance level due to very poor management system. Hope I will learn something from your experiences.
02 March 2021 1,516 4 View