I compared a selection of non-GAMSTOP online casinos to see what the experience was actually like after getting past the homepage and welcome promotion. Rather than focusing on the biggest bonus or the appearance of the site, I looked at the parts that matter when using an account day to day.

The comparison covered registration, game selection, mobile performance, payment information, bonus conditions, verification, customer support and account-management features.

What I Tested

My testing covered:

• Registration and account setup
• Slots, table games and live casino
• Mobile usability
• Deposit and withdrawal information
• Bonus terms and wagering requirements
• Verification procedures
• Customer support
• Deposit limits and other account controls

The account journey was one of the first things I checked. I looked at how clearly the registration process was presented and whether important areas such as the cashier, promotions and account settings were easy to locate. A quick signup was useful, but it wasn't much help if finding withdrawal information afterward required unnecessary searching.

Games and Casino Selection

I tested the casino lobby across several game categories, including slots, table games and live casino where available.

A large catalogue only really helped when the games were organised properly. I therefore looked at search functions, categories, filters, loading times and how quickly individual games opened.

For slots, I tested titles with different volatility profiles and checked whether RTP information was readily available. I also noted the software providers represented in the lobby, including familiar names such as Pragmatic Play, Play'n GO and NetEnt.

For live casino, I concentrated on common formats such as blackjack and roulette, along with game-show-style titles where available. Stream quality, loading performance and mobile usability were all part of the test.

I also looked at other game types, including crash games where offered, and checked whether the bonus terms explained how different categories contributed toward wagering requirements.

Mobile Experience

Mobile usability was another important part of the comparison.

I accessed the casinos from a phone and tested the main areas of the account, including the lobby, individual games, cashier and account settings. Some platforms that appeared well organised on a larger screen were noticeably more crowded or slower when used on mobile.

For me, a good mobile experience wasn't simply about having a responsive website. Menus needed to remain easy to navigate, games needed to load reliably and important account information had to remain accessible.

How I Approached Bankroll Management

I kept the testing controlled by using a fixed budget for each casino rather than continually adding funds.

Where deposit limits or other account controls were available, I also checked those features. Once the allocated testing budget was used, I stopped rather than depositing more simply to extend the comparison.

If a bonus produced a withdrawable balance, I withdrew it rather than continuing to play. I also kept stakes relatively small while testing wagering requirements and paid attention to any maximum-bet conditions attached to promotions.

The purpose was consistency: each casino was assessed using the same basic approach instead of allowing one session to influence the next.

Comparing Bonuses Properly

I didn't judge promotions solely by their advertised value. I read the associated terms and compared the practical conditions attached to each offer.

The main points I checked were:

• Minimum deposit requirements
• Wagering requirements
• Eligible games
• Contribution rates for different game types
• Maximum permitted bets
• Bonus expiry periods
• Withdrawal restrictions

A larger headline bonus wasn't automatically the better promotion. In some cases, a smaller offer with straightforward conditions could be easier to understand and use.

I also checked whether the casino clearly explained how slots, table games and live casino contributed toward wagering requirements, since those differences can significantly affect the practical value of a promotion.

Deposits, Withdrawals and Verification

Payment information was another area I reviewed before drawing conclusions about a casino.

I compared the available deposit and withdrawal methods, transaction limits, withdrawal instructions and the processing times stated by each operator.

I also looked at verification requirements. Non-GAMSTOP does not mean that an operator necessarily skips identity checks, and withdrawals may still be subject to verification. I therefore checked whether the casino explained what documentation could be requested and how the verification process worked.

Clear information was preferable to vague promises about fast withdrawals.

Support and Account Controls

Customer support was tested alongside the account-management features.

I looked at how easy it was to find support and whether questions about payments, bonuses and account features received useful answers.

I also checked for responsible-gambling tools such as deposit limits, time-outs and self-exclusion options. These features are important when assessing the overall account experience, regardless of how attractive the casino's promotional material may appear.

Final Takeaway

When comparing non-GAMSTOP casinos, the welcome offer is only one part of the picture.

The more useful comparison comes from looking at the complete player journey: how easy the account is to manage, what games are available, how well the site works on mobile, how clearly bonuses are explained, what payment information is provided and what verification may be required.

The strongest experiences were not necessarily the casinos with the largest game libraries or biggest promotions. Clear navigation, practical search tools, readable terms, transparent payment information and accessible account controls made a bigger difference to the overall experience.

If you want, I can also make this more SEO-focused, more first-person/review-style, or more editorial and authoritative while keeping the non-GAMSTOP angle.

I tried a couple of Nibabel tuts, but all of them show how to read a single nii file.

Can they be directly fed to a neural network, or do I need to convert them to JPEG first?

Also, can someone recommend me any tutorial or code to look at that works with nii.gz files. I would want an idea on how to use these files for training ML models.

Hello all!

Sorry in advance if this is the wrong subreddit. I have been selected for an interview for a MSc in Biomedical Imaging. Part of the interview is to orally answer questions on an assigned topic in 3 mins. The questions are as follow:

Today's development of nanoparticle-based therapeutics and diagnostics is fast. Give an example of using the nanoparticles in the drug development for novel therapies OR as an imaging agent for diagnostics. What are the advantages of these new technologies?

I’m interested to answer the second part of the first question

I read so many papers and articles yet I find difficult to summarize them into the important stuff only.

Is there anyone that could provide me with some resources that can help me answer them? Or if there’s some sort of outline I should follow to present it?

I recently had a CT scan done because I've been having a burning pain and pressure in the left side of my head along with pain down the left side of my neck. The CT scanned showed "Asymmetric prominence of the left jugular fossa that appears developmental" the ordering physician completely dismissed this finding and said it was irrelevant to my symptoms. So my question is what exactly does it mean and could it actually be playing a part in my symptoms?

I'm interested to see what the third new medical imaging addition will be the recent CT line from Philips. They have been really active in unveiling new AI imaging technology. This is big for radiology!

Hi all,

I am finishing up a manuscript that I intend to submit to a top-tier medical imaging journal. I am thinking of submitting it to Medical Image Analysis.

Does MIA have a page limit to the manuscript? I figured I could ask here while I wait for a response from the MIA editors office.

I'm asking because TPAMI has a page limit which is not clearly mentioned and confusing in it's author's guide. So just want to confirm about MIA.

I would like to share a library I wrote ( cleanX) that can help clean datasets before machine learning algorithms. It began for datasets related to chest X-rays but many parts are generalizable.

There was an interesting article written by AuntMinnie a few days ago. They mentioned how researchers from Radboud University in the Netherlands found that a single-view DBT and AI setup would allow for improved screening and detection of cancers.

Over the past several years, we've seen an increase in discussion surrounding AI throughout almost every industry. Do you think that the future of single-view digital breast tomosynthesis includes AI?

Article: AI plus DBT equals success (auntminnie.com)

You are welcome to submit your paper to the MICCAI BrainLes(s) Workshop 2021 and related challenges ( Brain Tumor Segmentation (BraTS), Federated Tumor Segmentation (FeTS), Cross-Modality Domain Adaptation (CrossMoDA), and Quantification Uncertainty in Biomedical Image Quantification (QUBIQ))
http://www.brainlesion-workshop.org/

Hello folks,

I am new to segmentation on 3DSlicer and I wanted to ask, if you guys know a way to batch export single layers of segmentation to individual nifti files.

Excample:

I have like skull, ribcage, vertebra inside an 3DSlicer package file .mrb, and i want to save each sementation as skull.ntii, vertebra.ntii, etc..

Thanks for your help!

While I have seen various research reporting on applying machine learning to breast ultrasound images and mammography images separately and reporting its sensitivity and specificity. I was wondering how does the sensitivity and specificity of breast ultrasound compares to that of mammography and maybe MRI images?

TIA