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

What is your perception on using visual analysis or quantitative approaches to evaluate data from single-case research designs (n of 1 trials)?

Results of single-case research designs (i.e., n-of-1 trials) are often evaluated by visually inspecting the time-series graph and computing quantitative indices. A question our research team is...

03 March 2021 687 1 View

Resistor definition in Piezoelectric bimorph with ANSYS workbench

Hello, good day! I am trying to simulate similar bimorph piezoelectric harvester with below commands. However, the output power doesn't change with resistor value. Please help to find the reason. ET,10,CIRCU94,0 !SET UP RESISTOR R,1,100000 !RESISTANCE VALUE TYPE,10 !SET ELEMENT TYPE E,1,2 !CREATE RESISTOR BETWEEN NODES 1 AND 2 Thanks in advance Regards,

02 March 2021 0 0 View

How to add missing citation?

Dear colleagues, I have found that many authors have a concern regarding their missing citation in RG because often citation in RG is lower than google scholars. I also missed some citation...

26 February 2021 928 6 View

Centrality measures computation in Biblioshiny/ Vosviewer?

26 February 2021 7,279 2 View

Is there any available free access High Performance Computing (HPC) servers with GROMACS?

I would like to run a Molecular Dynamics (MD) simulation using GROMACS in a high-performance computing server. Is there any freely available one out there? If yes, please do not fail to make...

16 February 2021 2,593 3 View

Can I use the CHARMM GUI input files for Gromacs in HPC?

Good day everyone! I am a Biochemistry undergraduate in the Philippines and to be very honest, we have no background in bioinformatics since we really focused on wet lab techniques + theory. Due...

15 February 2021 3,422 4 View

Which power-to-heat (P2H) devices do you think are likely to play the most crucial role in the European energy transition?

Power-to-heat (P2H) shows how we can use renewables for heating. Power-to-heat technologies have been on the market for quite some time now, with heat pumps being the most important. However, they...

10 February 2021 9,250 2 View

Can explain this diagram to me, is this the average consumption curve for one day or the total consumption of days in a month summed up in specific?

The hourly load curves of the selected household in each season are shown in Fig. 28. Figure 28 shows the demand for electricity in four months on an hourly basis. Can you explain this diagram to...

08 February 2021 657 16 View

Infinite order of Laguerre?

If Lmn(x) is the Laguerre polynomial of order m and degree n Is there a means of computing Lmn(x) for 1) m goes to infinity 2) n goes to infinity

08 February 2021 6,320 4 View

What is the nature of this algorithm?

What is the kind of this algorithm; Input : square matrix Objective function = minimization of total movements cost of matrix based on permutative manner Constrains : Lower and upper bound of the...

04 February 2021 2,050 3 View