Radiologist & Developerhttps://aslan.md/en-UShttps://aslan.md/ai-in-radiology-and-radiomics-101-resources-and-roadmap/https://aslan.md/ai-in-radiology-and-radiomics-101-resources-and-roadmap/I have a lot of colleagues who want to learn AI to improve their radiology practice. They frequently ask me how to learn radiomics, machine learning, and deepMon, 13 Jul 2026 08:00:00 GMTRadiologyArtificial IntelligenceAslan, MDhttps://aslan.md/how-i-learned-to-code-before-it-was-cool/https://aslan.md/how-i-learned-to-code-before-it-was-cool/Today is my 30th birthday. I've been developing software since I was 10, so it's been 20 years. I was thinking about how I lived these years, and I noticedMon, 06 Jul 2026 08:21:35 GMTDevelopmentAslan, MDhttps://aslan.md/how-to-vibe-code-on-iphone-with-claude-code/https://aslan.md/how-to-vibe-code-on-iphone-with-claude-code/Use Tailscale, Termius, tmux and Claude Code to turn your iPhone into a remote dev terminal that picks up exactly where you left off.Sun, 03 May 2026 09:00:00 GMTDevelopmentAslan, MDhttps://aslan.md/i-built-a-telegram-bot-that-writes-my-ultrasound-reports-from-voice-notes/https://aslan.md/i-built-a-telegram-bot-that-writes-my-ultrasound-reports-from-voice-notes/How I built a Telegram bot in a weekend that turns voice notes into formatted ultrasound reports, using Whisper, Claude, and a library of my own templates.Sun, 26 Apr 2026 08:02:24 GMTRadiologyToolsAslan, MDhttps://aslan.md/radiology-normal-values-ultrasound-ct-mri/https://aslan.md/radiology-normal-values-ultrasound-ct-mri/A pillar reference for radiology normal values across ultrasound, CT, and MRI — adult and pediatric — with quick-reference tables and clinical caveats.Thu, 23 Apr 2026 09:30:27 GMTRadiologyAppsAslan, MDhttps://aslan.md/the-best-pubmed-app-for-iphone-in-2026-a-clinicians-honest-review/https://aslan.md/the-best-pubmed-app-for-iphone-in-2026-a-clinicians-honest-review/If you're a doctor, keeping up with new research is exhausting. Between clinical work, call shifts, and everything else, the last thing you want is to fightMon, 20 Apr 2026 20:19:46 GMTAppsAslan, MDhttps://aslan.md/ultrasound-anatomy-atlas-images-with-interactive-visuals/https://aslan.md/ultrasound-anatomy-atlas-images-with-interactive-visuals/Interpreting ultrasound images requires a deep understanding of anatomical structures and their sonographic appearance. The challenge many residents, andFri, 29 Aug 2025 21:51:45 GMTRadiologyToolsAslan, MDhttps://aslan.md/radiology-reference-values-for-adults-and-children/https://aslan.md/radiology-reference-values-for-adults-and-children/Determining whether imaging measurements are normal or abnormal is fundamental to radiology, yet memorizing thousands of reference values across allFri, 29 Aug 2025 11:22:54 GMTRadiologyToolsAslan, MDhttps://aslan.md/easy-ti-rads-calculator-with-example-cases/https://aslan.md/easy-ti-rads-calculator-with-example-cases/The TI-RADS Calculator is an essential tool for evaluating thyroid nodules using the Thyroid Imaging Reporting and Data System (TI-RADS). ThisThu, 28 Aug 2025 08:57:02 GMTToolsRadiologyAslan, MDhttps://aslan.md/easy-digital-bone-age-atlas-for-children/https://aslan.md/easy-digital-bone-age-atlas-for-children/Understanding bone age is crucial for pediatric healthcare who need to assess a child's skeletal development and growth patterns. A bone ageTue, 26 Aug 2025 15:15:34 GMTToolsRadiologyAslan, MDhttps://aslan.md/nvidia-maisi-generate-synthetic-ct-images-with-ai/https://aslan.md/nvidia-maisi-generate-synthetic-ct-images-with-ai/NVIDIA MAISIhttps://docs.nvidia.com/nim/medical/maisi/latest/overview.html can generate synthetic 3D CT images up to 512×512×768 voxels that areSat, 26 Jul 2025 23:45:06 GMTArtificial IntelligenceRadiologyAslan, MDhttps://aslan.md/must-have-iphone-apps-every-doctor-should-know/https://aslan.md/must-have-iphone-apps-every-doctor-should-know/The modern clinician’s white coat pocket isn’t stuffed with paper anymore. It’s loaded with apps. Whether you’re racing through morning rounds, digging intoSat, 12 Jul 2025 07:36:21 GMTAppsAslan, MDhttps://aslan.md/radiology-datasets/https://aslan.md/radiology-datasets/This dataset comprises 1,937,450 DICOM images (totaling 980.24 GB) drawn from 7,279 training studies, 650 public test studies, and 1,517 private test studiesSat, 12 Jul 2025 06:56:46 GMTArtificial IntelligenceRadiologyAslan, MDhttps://aslan.md/how-to-assess-bone-age-easily-with-easy-bone-age-atlas-app/https://aslan.md/how-to-assess-bone-age-easily-with-easy-bone-age-atlas-app/A radiologist's journey from clinical frustration to creating the Easy Bone Age Atlas app that's transforming pediatric radiology workflows worldwide.Tue, 08 Jul 2025 05:07:11 GMTAppsAslan, MDhttps://aslan.md/how-to-stay-current-with-medical-research/https://aslan.md/how-to-stay-current-with-medical-research/As a radiologist and software developer, I was drowning in medical research. Here's how I built a solution that transformed my practice.Mon, 07 Jul 2025 15:53:58 GMTAppsAslan, MDhttps://aslan.md/how-i-built-radiology-references-app-during-my-residency/https://aslan.md/how-i-built-radiology-references-app-during-my-residency/How a frustrated search for pediatric ultrasound values during my residency led me to develop the Radiology References App I wish I'd had from day one.Wed, 02 Jul 2025 18:29:36 GMTAppsAslan, MDhttps://aslan.md/medipub-follow-medical-journals-stay-updated/https://aslan.md/medipub-follow-medical-journals-stay-updated/During my training and early professional years, I realized I needed a simpler way to manage all the journals I was reading. Following to multipleSun, 06 Apr 2025 09:34:58 GMTAppsAslan, MDhttps://aslan.md/how-to-calculate-ti-rads-score-easily/https://aslan.md/how-to-calculate-ti-rads-score-easily/Accurately evaluating thyroid nodules has never been more essential. With the prevalence of thyroid diseases on the rise, clinicians such as radiologists,Fri, 28 Mar 2025 10:09:39 GMTAppsAslan, MDhttps://aslan.md/what-is-distilled-and-quantized-models/https://aslan.md/what-is-distilled-and-quantized-models/Researchers make advancements in machine learning every day, and I recently explored two of them: distillation and quantization. While I was familiar withTue, 28 Jan 2025 20:37:50 GMTArtificial IntelligenceAslan, MDhttps://aslan.md/vit-vs-cnn-vision-transformers-and-convolutional-neural-networks-in-medical-image-analysis/https://aslan.md/vit-vs-cnn-vision-transformers-and-convolutional-neural-networks-in-medical-image-analysis/I read this article today and took some notes. I want to mention it here for my future work and to look again. The article is titled: Comparison of VisionMon, 27 Jan 2025 14:10:44 GMTArtificial IntelligenceAslan, MDhttps://aslan.md/breast-ultrasound-lesion-classification-with-pyradiomics-and-scikit-learn/https://aslan.md/breast-ultrasound-lesion-classification-with-pyradiomics-and-scikit-learn/In the previous post, we explored Radiomics and its Workflow step-by-step. Radiomics is a powerful tool for quantifying imaging features from medical imagesSat, 25 Jan 2025 10:48:34 GMTArtificial IntelligenceRadiologyAslan, MDhttps://aslan.md/introduction-to-radiomics-with-python/https://aslan.md/introduction-to-radiomics-with-python/Radiomics is a field at the intersection of medical imaging and data science that focuses on extracting large quantities of quantitative features fromThu, 23 Jan 2025 22:56:36 GMTArtificial IntelligenceRadiologyAslan, MDhttps://aslan.md/nvidia-holoscan-and-igx-orin-getting-started/https://aslan.md/nvidia-holoscan-and-igx-orin-getting-started/I recently had the chance to attend a webinar organized by PNY that focused on industrial and medical edge AI, featuring NVIDIA Holoscan and the NVIDIA IGXTue, 10 Dec 2024 19:16:41 GMTArtificial IntelligenceHardwareAslan, MDhttps://aslan.md/predictive-code-completion-examples-in-xcode-16/https://aslan.md/predictive-code-completion-examples-in-xcode-16/Today was an exciting day for me as a developer. I finally had the chance to test Apple’s new Predictive Code Completion feature in Xcode 16. Here’s how itFri, 22 Nov 2024 23:12:11 GMTToolsDevelopmentAslan, MDhttps://aslan.md/social-media-automation-with-make-my-workflow/https://aslan.md/social-media-automation-with-make-my-workflow/Managing social media was becoming a chore. Then I decided to switch a social media automation solution. Between Twitter, LinkedIn, and Instagram, eachMon, 18 Nov 2024 18:55:27 GMTToolsAslan, MDhttps://aslan.md/apple-vision-pro-review-my-hands-on-experience/https://aslan.md/apple-vision-pro-review-my-hands-on-experience/As an indie iOS developer, I recently had an unexpected but fascinating encounter with Apple Vision Pro during my trip to Edinburgh. While I initially plannedTue, 12 Nov 2024 07:05:08 GMTAppsAslan, MDhttps://aslan.md/edinburgh-travelogue-places-to-visit-in-edingburgh/https://aslan.md/edinburgh-travelogue-places-to-visit-in-edingburgh/Edinburgh was the second city we visited in the UK, after London, as you may remember from my London Travelogue. We explored this charming city over four daysMon, 11 Nov 2024 19:26:01 GMTTravelAslan, MDhttps://aslan.md/dr-esad-feyzi-a-pioneer-of-turkish-radiology/https://aslan.md/dr-esad-feyzi-a-pioneer-of-turkish-radiology/As a radiologist in Türkiye, the story of Dr. Esad Feyzi Bey profoundly influences me. His life’s work, which brought the revolutionary power of X-rays to theWed, 06 Nov 2024 20:10:09 GMTRadiologyAslan, MDhttps://aslan.md/book-review-the-almanack-of-naval-ravikant/https://aslan.md/book-review-the-almanack-of-naval-ravikant/After completing my residency exams, I started reading the books on my booklist. I ordered all of them from Amazon and started reading. The Almanack of NavalSat, 02 Nov 2024 08:25:05 GMTBooksAslan, MDhttps://aslan.md/the-14-features-of-a-successful-side-project-my-personal-principles/https://aslan.md/the-14-features-of-a-successful-side-project-my-personal-principles/As I consider embarking on a side project, often referred to as a side hustle, I realize that this can be a transformative journey for me. It offers anSat, 26 Oct 2024 17:25:25 GMTBusinessAslan, MDhttps://aslan.md/what-is-vector-store-optimization/https://aslan.md/what-is-vector-store-optimization/In the rapidly advancing world of AI, especially with the growth of Large Language Models (LLMs), a new term has emerged for optimizing digitalFri, 25 Oct 2024 09:29:20 GMTArtificial IntelligenceAslan, MDhttps://aslan.md/how-to-issue-an-invoice-to-apple-for-appstore-revenues/https://aslan.md/how-to-issue-an-invoice-to-apple-for-appstore-revenues/One of the perks of mobile development is the ability to earn revenue through subscriptions, in-app purchases, or ads—arguably the most rewarding part! ButThu, 24 Oct 2024 18:11:47 GMTAppsBusinessAslan, MDhttps://aslan.md/cloudflare-tunnel-ngrok-alternative-for-serving-local-apis/https://aslan.md/cloudflare-tunnel-ngrok-alternative-for-serving-local-apis/After some research, I discovered Cloudflare Tunnel, a service that not only meets my needs but does so at no cost. With Cloudflare Tunnel, you can useTue, 22 Oct 2024 09:52:51 GMTToolsAslan, MDhttps://aslan.md/top-6-useful-ios-apps-for-researchers-and-scientists/https://aslan.md/top-6-useful-ios-apps-for-researchers-and-scientists/In the fast-paced world of research and science, staying organized, managing references, creating compelling presentations, and writing flawless papers areWed, 24 Jul 2024 07:11:08 GMTAppsAslan, MDhttps://aslan.md/london-travelogue-my-favorite-places-in-london/https://aslan.md/london-travelogue-my-favorite-places-in-london/We have wanted to visit London for years. Finally, this June, my wife and I took a five-day trip. It was quite a hard decision because the visa approval wasSat, 06 Jul 2024 23:01:34 GMTTravelAslan, MDhttps://aslan.md/nvidia-holoscan-and-igx-orin-for-industrial-medical-edge-ai/https://aslan.md/nvidia-holoscan-and-igx-orin-for-industrial-medical-edge-ai/PNY organized an event focusing on industrial and medical edge AI, featuring a webinar on NVIDIA Holoscan and NVIDIA IGX platforms. We attended thisWed, 26 Jun 2024 16:18:00 GMTArtificial IntelligenceHardwareAslan, MDhttps://aslan.md/how-to-calculate-drug-dose-for-children-a-comprehensive-guide/https://aslan.md/how-to-calculate-drug-dose-for-children-a-comprehensive-guide/Accurately calculating drug doses for children is crucial in ensuring their safety and effectiveness during treatment. Children are not simply small adults;Thu, 13 Jun 2024 00:13:45 GMTAppsAslan, MDhttps://aslan.md/how-to-use-monai-toolkit-docker-container/https://aslan.md/how-to-use-monai-toolkit-docker-container/The MONAI Toolkit leverages NVIDIA's cutting-edge technology to accelerate AI in healthcare imaging. Before diving into the specifics, you can get a generalWed, 15 May 2024 16:13:00 GMTArtificial IntelligenceDevelopmentRadiologyAslan, MDhttps://aslan.md/how-to-install-nvidia-container-toolkit-on-ubuntu/https://aslan.md/how-to-install-nvidia-container-toolkit-on-ubuntu/In this tutorial, we will guide you through the process of installing the NVIDIA Container Toolkit on Ubuntu. This toolkit allows you to build and runWed, 08 May 2024 16:10:00 GMTArtificial IntelligenceHardwareAslan, MDhttps://aslan.md/brain-tumor-classification-with-nvidia-tao-toolkit/https://aslan.md/brain-tumor-classification-with-nvidia-tao-toolkit/In this tutorial, we will walk through the process of brain tumor classification using the NVIDIA TAO Toolkit. Previously, we mentioned No-Code AI ModelSat, 06 Apr 2024 16:26:00 GMTArtificial IntelligenceRadiologyToolsAslan, MDhttps://aslan.md/how-to-install-nvidia-tao-toolkit/https://aslan.md/how-to-install-nvidia-tao-toolkit/In the previous No-Code AI Model Training with TAO Toolkit post, we mentioned that you can develop faster, easier ways to create highly accurate, customized,Thu, 21 Mar 2024 16:25:00 GMTArtificial IntelligenceToolsAslan, MDhttps://aslan.md/no-code-ai-model-training-with-tao-toolkit/https://aslan.md/no-code-ai-model-training-with-tao-toolkit/In the traditional paradigm, developing AI models necessitated vast amounts of data and a dedicated team of data scientists. However, with transfer learningThu, 14 Mar 2024 16:23:00 GMTArtificial IntelligenceToolsAslan, MDhttps://aslan.md/train-your-first-medical-ai-model-with-monai/https://aslan.md/train-your-first-medical-ai-model-with-monai/We briefly introduced MONAI in the previous Getting Started AI in Healthcare with MONAI post. Now, we will train our very first and simple medical AI modelSat, 23 Dec 2023 16:05:00 GMTArtificial IntelligenceToolsAslan, MDhttps://aslan.md/getting-started-ai-in-healthcare-with-monai/https://aslan.md/getting-started-ai-in-healthcare-with-monai/Project development in AI in the healthcare domain can be exhausting without MONAI because computer vision and image processing methods in healthcare areMon, 18 Dec 2023 16:01:00 GMTArtificial IntelligenceToolsAslan, MDhttps://aslan.md/nvidia-gpu-architectures-and-product-families/https://aslan.md/nvidia-gpu-architectures-and-product-families/NVIDIA GPUs stands as one of the paramount semiconductor companies in the world, consistently pushing the boundaries of technology and innovation. Not onlyWed, 16 Aug 2023 12:37:00 GMTHardwareAslan, MDhttps://aslan.md/what-are-the-fp16-fp32-and-fp64/https://aslan.md/what-are-the-fp16-fp32-and-fp64/Handling numerical data efficiently and accurately is a cornerstone of modern computing, particularly in scientific simulations, machine learning, andWed, 22 Mar 2023 15:40:00 GMTHardwareAslan, MDhttps://aslan.md/top-ai-research-papers-milestones-in-ai-development/https://aslan.md/top-ai-research-papers-milestones-in-ai-development/These 29 papers span decades of discoveries and innovations, with each one marking a milestone in AI’s development. From the early days of machine learningWed, 03 Aug 2022 09:33:00 GMTArtificial IntelligenceAslan, MDhttps://aslan.md/accelerating-numpy-pandas-and-scikit-learn-with-gpu/https://aslan.md/accelerating-numpy-pandas-and-scikit-learn-with-gpu/In the world of machine learning (ML) and data analytics, speed and scalability are key. GPU-accelerated data analytics is a powerful way to boostSat, 16 Jul 2022 11:26:00 GMTArtificial IntelligenceAslan, MDhttps://aslan.md/opencv-vs-vpi-comparison-of-computer-vision-libraries/https://aslan.md/opencv-vs-vpi-comparison-of-computer-vision-libraries/Computer vision (CV) has become an indispensable component of numerous applications, including robotics, autonomous vehicles, medical imaging, and smartWed, 22 Jun 2022 15:16:00 GMTArtificial IntelligenceToolsAslan, MDhttps://aslan.md/blood-cell-detection-dataset/https://aslan.md/blood-cell-detection-dataset/During my internship, I noticed a lack of small, educational, medical datasets for object detection and classification tasks. So, I decided to create one.Tue, 22 Sep 2020 23:09:00 GMTArtificial IntelligenceAslan, MD