07 July 2017 2 10K Report

Dear researchers i need some useful resources about deep learning especially in medical image analysis

More Hunar A. Ahmed's questions See All
Doing trasnfer learning for 1 channel images?

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

What is a CT scan slice thickness? and its importancy in medical image processing?

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

Best reliable online english editing services?

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

False positive or false negative is more dangerous in medical image classification??

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

New deep learning techniques for medical image classification?

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

What is the best way to measure accuracy over epochs?

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

Free lung CT scan dataset for cancer/non-cancer classification?

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

Data augmentation techniques for medical image?

what is the best offline augmentation techniques for lung CT scan images to enlarge your dataset?

08 September 2018 1,195 8 View

Lung CT image classification using CNN?

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

Medical image preprocessing steps(techniques)?

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

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Is there any Machine Learning/AI algorithm that lets you predict with incomplete features without missing value imputation process?

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