Images - Science topic

How do we evaluate the importance of individual features for a specific property using ML algorithms (say using GBR) and construct an optimal features set for our problem.

image taken from: 10.1038/s41467-018-05761-w

Please ask if you need additional information.

The reference in ResearchGate of our paper is wrong (see joined image). This wrong reference is also visible in the Google website.

The correct reference (Doi number 10.3390/land13050592) is in the Google scholar website, hal-cnrs website (hal-04566042, version 1), and in my ORCID site (https://orcid.org/0000-0002-3411-2647)

Please correct this wrong reference in ResearchGate. I tried to correct it yesterday, but it remains wrong

Best regards

Marianne Cohen

Which patching method is suitable and practical for training and testing deep learning networks when it comes to patching input data? Is it small patches with overlap, such as 50x50 on individual pixels, or large non-overlapping patches like 256x256?

Please tell the steps to find threshold of NDWI image in Qgis

The image attached is a streak plate for DH5a cells on a non-antibiotic plate. I have white colonies visible at the start of my streaking [ I drew an initial deposit]. I also see these white colonies in the transformed plate with carbenicillin [image not attached]. In addition, when non-antibiotic fresh plates were incubated without inoculation, 3-4 colonies were found. Do my incubator needs cleaning?

Hello esteemed researcher, May I direct your attention to the image? I am curious to understand why there is only a minimal drop in pressure once the elution begins.

thank you.

The lanes contain the same sample and concentration (15ug). The image contains GluN2A, PSD95, and Beta Actin (Top, middle, bottom respectively). Due to this being the same sample every lane should theoretically be the same but the only one close to being the same is Beta Actin. GluN2A and PSD95 seem to be following the same pattern.

In this image, d orbital splitting at fermi energy of (a) Mn atoms in bulk (b) Mn atoms at the interface of MgO (c) Mn atoms above the interface of thin film. CF (SOC) denotes Crystal field (Spin orbit coupling). I'm little confused about the eg and t2g as in this image, there are group of three in (a). Whats the explainantion for this?

I hope this message finds you well.

I'm writing to seek your expertise regarding image editing tools that can add scale bars to photos. I'm working on a research project that involves analyzing microscopic images of specimens, and accurately representing the scale is crucial for our analysis.

I've tried searching for online tools that can perform this task, but I'm having difficulty finding reliable and user-friendly options. I'm hoping you might be able to recommend a specific website or software that can effectively edit photos and add scale bars.

Hello, when I use a reflective light microscope (with light entering at approximately 45 degrees), I can see a lot of details and textures. I suspect the image may contain some sub-annual lines. However, when I use a transmissive light microscope or a reflective light microscope (with light entering vertically), I can see the main growth lines more clearly, and many micro-growth lines and textures are not visible under oblique light. I am conducting cross-dating and am unsure which perspective of images to use for cross-dating.

What Canadian university teams are doing medical image processing or gastrointestinal endoscopic image processing based on deep learning technology?

I propose a discussion on my text "India and Ancient Greece: Similar Allegories, Analogies, and Differences". The text has been published in the volume "Discourses in Greek Studies", edited by Professor Anil Kumar Singh (Indo-Hellenic Research Centre, New Delhi). In our inquiry, we aim to investigate the analogies, correspondences, and similarities between Indian Cultural Heritage and Ancient Greek philosophy. Our study deals with the Kaṭha Upaniṣad and Bṛhadāraṇyaka Upaniṣad as regards Indian Cultural Heritage and with Plato’s Phaedrus as regards Ancient Greek philosophy. We will concentrate our attention on the image of the individual soul as a charioteer leading a chariot with two horses exposed in Plato’s Phaedrus. This image has strong analogies with the image of the individual contained in the Kaṭha Upaniṣad I, 3. Within this part of our analysis, we investigate the figure of the charioteer and the two horses of the chariot. We point out the difference between the souls of the human beings, on the one hand, and the souls of the gods, on the other hand. The allegory of the soul as the chariot in Plato’s Phaedrus proves to be a description of the human condition; the dimension of the earthen existence turns out to be the consequence of the imperfection of the human soul. This imperfection is connected to the absence of an adequate level of knowledge. Knowledge is, within Plato’s image of the chariot, a factor which hinders the fall of the human being in the earthen dimension. Knowledge is necessary to avoid the decadence of the human soul. Furthermore, knowledge is necessary for the soul in order that the soul can return to its original dimension. The earthen dimension is not the original dimension of the human soul; it is not a dimension in which the human soul ought to remain. The earthen dimension is a dimension which should be abandoned. The nostalgia for the authentic dimension of reality is one of the characteristics of the soul enslaved in the earthen dimension. The image of the chariot of Phaedrus has analogies with the Kaṭha Upaniṣad 1.3.3–1.3.9. Through the analysis of the Kaṭha Upaniṣad, we can observe that understanding is necessary for the human being to reach a dimension of reality which is different from the average life dimension; understanding is necessary for the individual to be free from the chain of rebirths. Constitutively, there can be a contrast between elements composing the human being, i.e. between the intellect and the senses. If the senses are not subdued to a discipline, they hinder the journey of the human being to the authentic dimension of reality. Only the development of understanding can enable the human being to train the senses in an adequate way. In this context, too, the idea is present that the human being should reach a different dimension if the human being wishes to be free from the chain of rebirths; the initial condition of the human being is a condition which should be abandoned. The average dimension in which the human being lives is not the authentic dimension of the human being. The image of the chariot introduces us, therefore, to a frame of correspondences between Plato’s Phaedrus and the Kaṭha Upaniṣad which can be listed as follows: - The average life of the human being is not the authentic dimension of the individual. - The human being is, as such, a composed entity. - Any human being has a plurality of factors in himself. - The human being is enslaved in a chain of rebirths. - The enslavement in the average life dimension is not definitive; an alternative dimension can be reached by the human being. - Only through a process of education can the human being reach the correct disposition of the intellect. - Knowledge and understanding are necessary for the human being to be able to lead his life.

Nowadays scientific illustration became an integral part of publications. Apart from original research images, graphical abstract is imperative for journal submission. It even receives more attention than the main article. I, as a person with mediocre drawing skills, always fascinated by published graphical abstracts. Recent times, many illustration making softwares came in rescue. Many softwares provide free/ paid services like icon libraries, flow charts, etc., which form the basis for creating illustrations according to one's requirement. Some softwares provide templates, which can be modified by paying subscription. What perplexed me is, Are these templates making us copycats?

For example, a simple google image search resulted in exact matches of nearly more than 50 publications, where a image template was slightly modified. As a person, who used to see the images first, this is really confusing to identify a publication based on its graphical abstract. In essence, these templates will fail to create a hype/curiosity among the audience (as it is initially aimed for) and making all our work similar like "Agent Smith". Is it acceptable?

I believe that text-to-image and image enhancing tools are fascinating. However, we all could recently see how negatively can be the impact of such tools in hand of unprepared people, like the authors that published the paper " Cellular functions of spermatogonial stem cells in relation to JAK/STAT signaling pathway" that was retracted by Frontiers.

While I reckon that, at the moment, the AI tools seem to be limited and often not being scientific accurate, I believe that this can be improved with prompt engineering. Most of users I see using this sort of tools are not educated enough in prompting. However, "AI hallucinations" seem to be more the rule than the exception when real scientific images are needed.

Any comments and ideas on how to improve AI image generation for the scientific context? I would welcome examples of failures and success cases, if any :-)

In my research work, we have included the TEM/EDS image for grade 91 steel. But the reviewer asked," You still need to provide analytical TEM/EDX elemental mapping". How to answer this question?

Greetings to all!!

DNA is isolated from infected cotton leaf.

The image is attached. It looks kind of shearing.

What are possibilities to use it for PCR?

Hello guys

I want to employ FMRI for conducting research.

At first step, I want to know FMRI data is an image like MRI.

Or I should behave with FMRI like time-series when it comes to analyzing data

thank you

For Raman/PL peak position mapping corresponding to a particular peak via wire software we need to do the curve fitting first and after the fitting we do the mapping. For my case after cureve fitting in the fitted PL/Raman spectra i am getting unwanted peaks, means where there should not be any peak after fitting there it arises. For that case the mapping image is not perfect. Can anyone please give his/her suggesstion how to remove this unwanted peak?

Anyone here who wants to research and work with me in image processing and machine learning?

I have been trying to run Autodock Vina for my undergraduate thesis for many months have have been getting the following error. Does anyone have any ideas? I have attached an image but if that cannot be opened here is there error message through Cygwin64:

Reading input...

Parse error on line 1 in file "2jgd_DOCK.pdbqt": Unknown or inappropriate tag

mv: cannot stat 'ligand*.pdbqt': No such file or directory.

Please help!

Line mappping

What is the popular facial image dataset to detect Austisms, and what are the sources?

How do I prepare the sample for an optical microscope in order to calculate droplet size in an emulsion from the image and get a uniform droplet size distribution image?

I am working on the design of an image encryption algorithm. The algorithm has a sound score of entropy, low correlation, resistance to anti-cropping attacks, and resistance to salt and pepper noise. The only issue with the algorithm is its resistance to counter gaussian noise.

I noticed a meta-analysis that included a forest plot with a line of no effect equal to 0.62, as indicated in the attached image. Could it be?

Given a feature vector is it possible to reconstruct the original face image? I read about the reconstruction of MNIST, but what about face images?

Agri-SAR image database?

I have several cell in one picture, all of them contains vesicles. The cells labelled with red marker. the vesicles labelled with green marker. I would like to know each cell how many vesicles located inside. I would like to count all cells which are located in my image at once. How it is possible to do it?

Are synthetic thermal images useful in bio-medical image processing for diagnostic purposes? Please share some resources of such data sets.

I need something like the image given below however with greater number of words and their associated works

In pre-processing, when transforming hyperspectral data to a Minimum Noise Function(MNF) data, the dimensionality will reduce and at the same time the wavelength information will loose. B'z MNF is one dimensionality reduction technique and will give the best bands only. Then how we will compare the MNF spectral curve with USGS spectral library using ENVI software. Any Tutorial video available?

I have applied the SHA-256 hash function to the plain image to generate the initial values of the chaotic map in the image encryption algorithm and include it in key space analysis. So, when the receiver wants to decrypt the received image from the transmission, he needs the key, which is the SHA-256 output. Now, someone has asked me, "SHA-256 hash function is applied, how to transmit the hash values but with no extra transmission"?

Anyone can give me some hints on how to transmit the SHA-256 function output without no extra transmission?

Dear all,

I treated wild-type cells and knockout cells with two drugs X and Y for 24 hours. Then I measured the Gene A expression. Drug Y significantly increased Gene A expression around 500-fold only in WT cells. Also, Gene A expression is really low (~10%) in KO cells compared to WT cells. Please see the image.

My very basic understanding of statistical methods for this is a two-way ANOVA since I have two independent variables, the cell type and drug treatments. However, the issue is that these huge changes make the data fail to pass Levene's test for homogeneity as well as Shapiro's test for normality. A two-way ANOVA returns weird results and seems not suitable.

What overall tests should I perform, and what post hoc analysis should I follow?

Thank you in advance!

I'm seeking advice on how to effectively mosaic four Landsat tiles for analysis. Three of these tiles are from Landsat 5, with pixel depth at 16-bit unsigned, while the remaining one is from Landsat 7, with 8-bit unsigned pixel depth. Is it appropriate to directly mosaic these tiles, considering the potential discrepancy in pixel values? Should I convert the Landsat 7 tile from 8-bit to 16-bit before mosaic? If conversion is necessary, how can I accomplish it using raster calculator tools?

Thank you.

Kind regards,

Sohel

Hello,

We used Zeiss LSM880 & Zen software for tiling images, scanning approximately 32 areas in one tile image. How can I save these 32 images individually, not as a tile image? Attached is an example for the DAPI channel.

Thank you.

This image was taken for my research project. It will be a great help if someone helps me with its identification

Thank you!

I have a transparent pipe which takes water from a tank.

The flow happens thru a pump. Pump takes water from tank and makes it flow thru the pipe.

The water stored in tank is open to atmosphere.

When I see the flow through the transparent pipe, i observe very huge bubbles. I have attached an image for your review.

I am interested to learn: from where is this air coming in the flow?

I've always used abd as load control for western blot normalization, and use Ponceau S stain as a transference control (along with keeping an image - a picture taken by my cellphone - for supplementary paper material submission). My question is:

Can I use this picture to quantify total protein? Or there is a specific way/equipment to image the membrane stained with Ponceau S to quantify total protein?

Hello everyone, I want to create the geometry of a wind turbine blade using a CAD system, in fact to determine the length of the profile along the blade, I use the chord of the airfoil , but what about the root of the blade where there is a circular foil ? How to determine the radius of the those circular airfoil that form the root of any horizontal axis wind turbine?

below you will find an image of the wind turbine ple where the circular profiles are clear.

Can anybody provide me with Matlab code for a chaos based image encryption algorithms?

I am doing analysis of chaos based image encryption schemes for a project and want to analyze the cryptographic security of different image encryption schemes. It would be helpful for me if I can get Matlab codes for some of the popular schemes.

I obtained .txrm, .exm file formats from micro ct scan in xradia context. I want to do the post processing in dragonfly but when I import the files, it asks about pixels and image spacing. Can anyone suggest how can I know these attributes to fill in the window. I am new to dragonfly, I have seen the lessons but the raw files used in them had some attributes. I am lost regarding which file format i should load as well. Any help is appreciated.

Hello everyone !

I am a master student with a specialization in export management and I really need your help regarding the finalization of my research question.

I read a couple of articles and found the interesting subject of country image (which can be dangerous because I might slide into a marketing subject)

But, I read some articles an find it very interesting to talk about the importer / exporter point of view and how can country image create opportunities and at the same time entry barrier for the exporter and what different variable to take into account ?

I really need an external point of view as I believe my question is quite complete but i do not know if it is relevant for an export manager ?

Thank you for your feedbacks,

Have a very nice day !

Best,

Jade

Atmospheric imaging especially ionospheric irregularity imaging with radar interferometry.

Asking for my practical work.

A person published an article, but the Journal eventually identified the manipulation of images in the published article. What are the further actions?

Could you describe in some steps shortly.

I have taken electron diffraction images of my sample (nanowire) as well as of a standard (Al) at the same condition. The problem is none of these images have any scale bar (reciprocal). How can I put the reciprocal scalebar in these images? I want to analyze the Al standard and then using the information of the standard I would like to measure d values of the sample.

Dear scientists,

I have encountered a problem where my bacteria (Staphylococcus Epidermidis) grow perfectly fine in liquid media (Tryptic soy broth) but not on agar plates (freshly prepared TSB plates). For the TSB plates that did grow bacteria, often only one small corner grew but not other parts although I streaked all over the plate using a glycerol stock (image1). I also plated the diluted bacteria solution from a liquid culture (OD was about 0.06) on the plates yet nothing grew (image 2). When I used the bacteria that did grow on the plates to streak another agar plate (TSB), they did grow but the middle of the plate didn’t grow anything (image 5). However, when I used a 6 month old LB agar plate for streaking, the bacteria grew perfectly fine (image 3). In addition, I also used an E. Coli liquid culture to streak a TSB plate, and they grew perfectly fine (image 4). I don't understand why my bacteria have problem growing on TSB agar plates but can grow in liquid TSB media. TSB media is recommended by ATCC for the growth of S. Epidermidis. This problem has halted all of my CFU experiments as the bacteria don't grow on agar plates. Would you be able to give me any suggestions why this is happening? Your time and help are strongly appreciated!

I am going to utilize the Image J software to count a mixture of cells at the same time. Does anyone know how I can count them using image J? I know how to count just one type of cell but do not know if I have a mixture of cells with different fluorescent proteins.

I have purified overexpressed protein from BL21 (DE3) cells using Ni-NTA column. When we run purified protein through native PAGE and SDS PAGE both which showed different result. In SDS page showed only one band of purified protein whereas two band in native PAGE. I have proceed whole experiment three times and found same results. What is the possibility to find two band in native page whereas it one in sds page. I have attached native PAGE image.

Hello, the image below is my cyclic voltammogram for a redox reaction with a metal and a ligand. Can you help me explain why I see two reductions and two oxidation cycles, respectively? What can it imply?

Hello everyone,

I recently encountered a noise problem in my patch clamp experiments. I happened to observe a small current and a noise when the electrode holder was in the open circuit. The observed current was 20 pA in the open circuit and 8 pA when the reference electrode was immersed in bath. The observed noise was at 50 Hz in both instances. (Image 1: open circuit without bath) (Image 4; when both the reference and recording electrodes are immersed in bath)

All the devices are grounded in a common earth/ground line, in which all the equipment and cage around the system are grounded to the grounding bus, which is then connected to the Axopatch 200B signal ground.

My RMS (pA) values are around 9 during the membrane test, and they are between 2-6 pA during the episodic scope run. (Image 2: Episodic scope)

I use a microperfusion system without a vacuum suction unit to aspirate the perfusion out of the bath. And I use the help of gravitation to make the solutions flow.

I’ve tried grounding the microscope to the rear gold connector of the head stage, but unfortunately, it wasn’t helpful.

I checked to locate the source of noise by turning it off and unplugging them one by one, but the RMS value remained around 9 all the time. I’ve covered the light source on the roof with copper mesh that’s used to make Faraday cages. I’ve attached two more images for your kind reference of noise when only the reference electrode is in the bath (Image 3; Reference electrode only in bath) and when both the reference and recording electrodes are in the bath (Image 4; when both Reference and recording electrodes are immersed in bath)

.

I’m currently focused on endogenous currents of ligand-gated and voltage-gated ion channels using a whole-cell voltage clamp configuration.

Please help me figure out the problem, and I’m grateful for your kind responses.

Thank you very much.

Nirujan

I have the model as attached. I want to have a simulation box containing water molecules to mimick fluid in the simulation. The other image shows TIP3P water addedd to the system. I am new in MD simulation. Any idea about this is appreciated. Thanks

Image and text encryption

What is quantitative image analysis?

How can the future of the world or the universe be imagined in the image of quantum physics?

In the science of quantum physics, as Einstein imagined and depicted in his general and special relativity theories, it is being realized in a way. And Hubble and Einstein worked hard in the direction of quantum physics. Today, where do we stand in this world and the universe, and specifically where are we now? Where exactly are we in the world and how many years have passed since the Big Bang? And in which world are we located and how far is the end of the world? Does anyone imagine how small we humans are compared to the vastness of the world and how the science of astronomy and cosmology answers the question of where we are? Where is the end of the world? And how far does dark matter exist in this world? ? How far have the stars and galaxies expanded? Will there be planets where intelligent beings like us humans exist? With the help of quantum physics and astronomy, can we help the future of man to better understand the world and our environment and the conditions of climate change, and to understand the opinions of Yugoslavian Melankevich about climate change on earth? Is it the age of drought or the age of frost and cold in the future?

Markov-CA in IDRISI happans second input image not found

I have this image from surface potential how I can get CPD value from this data?

Hi everyone,

My research is exploring how social comparison (comparing yourself to others) influences body image and eating concerns. I am looking for females who are aged 18+ and from the UK. If you are interested and willing to be interviewed, please email [email protected] and we can arrange a time slot. The duration of the interview will be around 30 minutes. However, please do not request to participate if you have an eating disorder.

Thank you.

Are you a dedicated researcher passionate about advancing the field of Radiomics in Nuclear Medicine? An exciting co-authorship opportunity awaits individuals with a keen interest in contributing to cutting-edge research. We are embarking on a research project that delves into the intricate realm of Radiomics within the domain of Nuclear Medicine. This initiative aims to investigate cardiac radiomics and establish a guidline to use them in both; research and clinics. As we navigate the complexities of this field, we invite talented researchers to join us in making meaningful contributions. As a co-author, you will play a pivotal role in image processing/analysis and AI operations. This is a collaborative effort where your expertise will contribute to the advancement of knowledge and innovation in Radiomics within Nuclear Medicine.

which best algorithm can be used for solar panel defect findings, image processing and forecasting using AI in solar power plants ?

please suggest Top algorithm and models in solar PV plant used presently

I am writing an article for Elsevier in two-column format Can one help me find the template? I have the code, but I can't set up the title page and can't add the logos in the proper positions.

Thanks

Hi, our team is currently exploring research opportunities regarding visualization tools for computational materials design of inorganic crystal structures. I am writing to ask what features people would like to have for such an interface?

I image such an interface to be something like we start with a chemical composition and we will see the stable phases and corresponding crystal structures. It would also be good if we can know the predicted properties of interest as well as how the structures can be related to the properties. Any thoughts/comments are welcome and appreciated. Thank you.

I'm a secondary school teacher who is starting a new research in the field of Visual Thinking Strategies (VTS) in Ibi, Spain.

We are a group of 4 teachers that have been working VTS in our school with students between 12 and 14 years old during the last 5 years.

This year we have started a new research related to a two stages VTS activity. The first stage is carried out by one group of students and consists of describing a image. The second stage is developed by a different group of students and consists of drawing a picture after having listened the description done by the first group.

The results of this research can be applied to teaching people with a disability (blind people).

Do any of you have been working in this field?.

How do we change the fluorescence intensity of the confocal microscopy to quantitative result by image J?

This dot appeard instead a visible distinct band. the concentration of the DNA was 30 microgeam/ml

Can you help me please if this is a band or not and why it appears like that ?

I am looking for a new source for filters for mosquito mouth aspirators similar to the attached image. Any suggestions much appreciated

While clipping the image, some pixels are coming out of the shape file. Please suggest the proper way to resolve this problem in the Arc map.

I had a lot of satellite images and I already segmented them after previous step I wanted to calculate the real meter square of buildings which in the image from the images was segmented.

Now, I am stuck at this step please give me instructions or a formula

Thanks & Best Regards

I have conducted a detached leaflet inoculation assay to measure/compare disease severity. I used image analysis software to get the % diseased area. While using these actual numbers is the usual practice, is it acceptable to convert those percentages into a scale, such as 0-15, or 1-12 like the H-B scale used for visual estimation?

Explore the relationship between chroma subsampling and image quality in digital multimedia. Seeking insights into the effects of color information compression on visual fidelity.