corpus.blog
41554 blogs · [ { "id": "01a0d879-60ba-7210-a77f-f7710b7400fd", "title": "I’m a Novelist and AI PhD. Here’s How to Save Human-Written Fiction from AI", "url": "https://glassboxmedicine.com/2026/09/18/im-a-novelist-and-ai-phd-heres-how-to-save-human-written-fiction-from-ai/", "published_at": "2026-09-18T20:42:51+00:00" }, { "id": "01a0877d-5da0-714e-bbe7-58013e412598", "title": "How We Could Build an AI Doctor by Accident: A Deep Dive Into AI-Native Electronic Health Records", "url": "https://glassboxmedicine.com/2026/08/14/ai-native-electronic-health-records-ai-doctors-and-the-health-platforms-of-the-future/", "published_at": "2026-08-14T20:39:17+00:00" }, { "id": "01a0877d-5da1-73fa-93b3-2ab6a2ad8324", "title": "The Eight Barriers to Health AI Implementation and How to Overcome Them", "url": "https://glassboxmedicine.com/2026/07/24/why-80-of-health-ai-projects-fail-the-eight-barriers-to-health-ai-implementation-and-how-to-overcome-them/", "published_at": "2026-07-24T21:13:00+00:00" }, { "id": "01a0877d-5da1-73fa-93b3-2ab6a307cc05", "title": "Cyberattacks, AI Intentionality, and the Hard Problem of Consciousness", "url": "https://glassboxmedicine.com/2026/07/22/cyberattacks-ai-intentionality-and-the-hard-problem-of-consciousness/", "published_at": "2026-07-22T21:29:18+00:00" }, { "id": "01a0877d-5da1-73fa-93b3-2ab6a3d104fb", "title": "Medical Diagnosis for AI Engineers", "url": "https://glassboxmedicine.com/2026/06/05/medical-diagnosis-for-ai-engineers/", "published_at": "2026-06-05T18:49:38+00:00" }, { "id": "01a0877d-5da1-73fa-93b3-2ab6a4655d58", "title": "LLMs struggle with triage and answering patient questions. How can we make this safer?", "url": "https://glassboxmedicine.com/2026/02/28/llms-struggle-with-triage-and-answering-patient-questions-how-can-we-make-this-safer/", "published_at": "2026-02-28T19:59:22+00:00" }, { "id": "01a0877d-5da1-73fa-93b3-2ab6a5597f5a", "title": "Why I Shut Down My Bootstrapped Health AI Startup After 7 Years: A Founder’s Postmortem", "url": "https://glassboxmedicine.com/2026/02/21/why-i-shut-down-my-bootstrapped-health-ai-startup-after-7-years-a-founders-postmortem/", "published_at": "2026-02-21T19:14:37+00:00" }, { "id": "01a0877d-5da1-73fa-93b3-2ab6a5febdbd", "title": "Acid-Base Analysis: A Comprehensive Step-by-Step Approach for ABG and BMP Interpretation", "url": "https://glassboxmedicine.com/2025/12/10/acid-base-analysis-a-comprehensive-step-by-step-approach-for-abg-and-bmp-interpretation/", "published_at": "2025-12-10T19:11:31+00:00" }, { "id": "01a0877d-5da1-73fa-93b3-2ab6a67fa69f", "title": "HealthBench Does Not Evaluate Patient Safety", "url": "https://glassboxmedicine.com/2025/05/13/healthbench-does-not-evaluate-patient-safety/", "published_at": "2025-05-13T21:56:32+00:00" }, { "id": "01a0877d-5da1-73fa-93b3-2ab6a6ca1b32", "title": "AI chatbots did not “defeat” doctors at diagnosing illness", "url": "https://glassboxmedicine.com/2024/11/20/ai-chatbots-did-not-defeat-doctors-at-diagnosing-illness/", "published_at": "2024-11-20T20:28:41+00:00" }, { "id": "01a0877d-5da1-73fa-93b3-2ab6a7a5cd69", "title": "Deep Learning in the Cloud Tutorial: Set Up an AWS Deep Learning AMI (DLAMI)", "url": "https://glassboxmedicine.com/2024/06/11/deep-learning-in-the-cloud-tutorial-set-up-an-aws-deep-learning-ami-dlami/", "published_at": "2024-06-11T16:28:50+00:00" }, { "id": "01a0c50f-5f59-730c-8f71-4de26ea205d3", "title": "Human and Artificial General Intelligence Arises from Next Token Prediction", "url": "https://glassboxmedicine.com/2024/04/28/human-and-artificial-general-intelligence-arises-from-next-token-prediction/", "published_at": "2024-04-28T00:57:57+00:00" }, { "id": "01a0c50f-5f59-730c-8f71-4de26ec1ce15", "title": "Is “Good” AI Harder than “Bad” AI?", "url": "https://glassboxmedicine.com/2024/03/29/is-good-ai-harder-than-bad-ai/", "published_at": "2024-03-29T14:24:06+00:00" }, { "id": "01a0c50f-5f59-730c-8f71-4de26fc0c511", "title": "AI Alignment and Moral Philosophy for Artificial General Intelligence", "url": "https://glassboxmedicine.com/2024/03/19/ai-alignment-and-moral-philosophy-for-artificial-general-intelligence/", "published_at": "2024-03-19T15:13:08+00:00" }, { "id": "01a0c50f-5f59-730c-8f71-4de26fe05a91", "title": "ChatGPT is Not a Doctor: Hidden Dangers in Seeking Medical Advice from LLMs", "url": "https://glassboxmedicine.com/2024/02/23/chatgpt-is-not-a-doctor-hidden-dangers-in-seeking-medical-advice-from-llms/", "published_at": "2024-02-23T21:33:15+00:00" }, { "id": "01a0c50f-5f59-730c-8f71-4de270466ba3", "title": "Hands in Human Dreams Look AI-Generated", "url": "https://glassboxmedicine.com/2024/02/06/different-numbers-of-fingers-in-dreams-and-generative-models/", "published_at": "2024-02-06T04:34:40+00:00" }, { "id": "01a0c50f-5f59-730c-8f71-4de270768cc3", "title": "Job Loss from AI: Labor Market Impact of Large Language Models", "url": "https://glassboxmedicine.com/2024/01/29/job-loss-from-ai-labor-market-impact-of-large-language-models/", "published_at": "2024-01-29T19:52:07+00:00" }, { "id": "01a0c50f-5f59-730c-8f71-4de2716e6a80", "title": "Just for Fun: Llama2 Chats with ChatGPT3.5", "url": "https://glassboxmedicine.com/2023/11/29/just-for-fun-llama2-chats-with-chatgpt3-5/", "published_at": "2023-11-29T22:31:15+00:00" }, { "id": "01a0c50f-5f59-730c-8f71-4de2723765a2", "title": "Bias, Toxicity, and Jailbreaking Large Language Models (LLMs)", "url": "https://glassboxmedicine.com/2023/11/28/bias-toxicity-and-jailbreaking-large-language-models-llms/", "published_at": "2023-11-28T22:39:56+00:00" }, { "id": "01a0c50f-5f59-730c-8f71-4de272980be1", "title": "Sparks of Artificial General Intelligence: Highlights from 95 Pages", "url": "https://glassboxmedicine.com/2023/11/26/sparks-of-artificial-general-intelligence-highlights-from-95-pages/", "published_at": "2023-11-26T03:08:54+00:00" }, { "id": "01a0c51d-b233-704d-987a-8b395507f10f", "title": "Earning an M.D. and a Ph.D. in Computer Science: Becoming a Physician Scientist", "url": "https://glassboxmedicine.com/2023/07/08/earning-an-m-d-and-a-ph-d-in-computer-science-becoming-a-physician-scientist/", "published_at": "2023-07-08T01:41:59+00:00" }, { "id": "01a0c51d-b233-704d-987a-8b3955ced2d2", "title": "Debiasing ChatGPT: Creating an LLM that isn’t racist or sexist", "url": "https://glassboxmedicine.com/2023/05/13/from-chatgpt-to-puregpt-creating-an-llm-that-isnt-racist-or-sexist/", "published_at": "2023-05-13T15:47:30+00:00" }, { "id": "01a0c51d-b233-704d-987a-8b3955d1399a", "title": "Numpy and Pandas Quick Reference", "url": "https://glassboxmedicine.com/2023/05/11/numpy-and-pandas-quick-reference/", "published_at": "2023-05-11T02:48:09+00:00" }, { "id": "01a0c51d-b233-704d-987a-8b3956c6b09d", "title": "Terminology and Anatomy of the Nervous System", "url": "https://glassboxmedicine.com/2023/03/02/terminology-and-anatomy-of-the-nervous-system/", "published_at": "2023-03-02T15:51:06+00:00" }, { "id": "01a0c51d-b233-704d-987a-8b39572f2666", "title": "Terminology and Anatomy of the Musculoskeletal System", "url": "https://glassboxmedicine.com/2023/02/25/terminology-and-anatomy-of-the-musculoskeletal-system/", "published_at": "2023-02-25T16:57:47+00:00" }, { "id": "01a0c51d-b233-704d-987a-8b3957cf08d6", "title": "Terminology and Anatomy of the Head, Eyes, Ears, Nose, and Throat (HEENT)", "url": "https://glassboxmedicine.com/2023/02/25/terminology-and-anatomy-of-the-head-eyes-ears-nose-and-throat-heent/", "published_at": "2023-02-25T16:47:25+00:00" }, { "id": "01a0c51d-b233-704d-987a-8b395882b5e0", "title": "Terminology and Anatomy of the Gastrointestinal System", "url": "https://glassboxmedicine.com/2023/02/10/terminology-and-anatomy-of-the-gastrointestinal-system/", "published_at": "2023-02-10T18:43:20+00:00" }, { "id": "01a0c51d-b233-704d-987a-8b3958f41e8c", "title": "Terminology and Hormones of the Endocrine System", "url": "https://glassboxmedicine.com/2023/02/10/terminology-and-hormones-of-the-endocrine-system/", "published_at": "2023-02-10T18:33:12+00:00" }, { "id": "01a0c51d-b233-704d-987a-8b39592a1228", "title": "Terminology and Anatomy of the Cardiovascular System", "url": "https://glassboxmedicine.com/2023/01/27/terminology-and-anatomy-of-the-cardiovascular-system/", "published_at": "2023-01-27T21:17:38+00:00" }, { "id": "01a0c51d-b233-704d-987a-8b3959b81b02", "title": "Terminology and Anatomy of the Urinary System", "url": "https://glassboxmedicine.com/2023/01/24/terminology-of-the-urinary-system/", "published_at": "2023-01-24T18:34:50+00:00" }, { "id": "01a0c528-bf16-737e-ab48-fd79bc258fad", "title": "Terminology and Anatomy of the Respiratory System", "url": "https://glassboxmedicine.com/2023/01/20/terminology-of-the-respiratory-system/", "published_at": "2023-01-20T17:38:23+00:00" }, { "id": "01a0c528-bf16-737e-ab48-fd79bca0f7fb", "title": "Terminology and Anatomy of the Integumentary System", "url": "https://glassboxmedicine.com/2023/01/14/terminology-of-the-integumentary-system/", "published_at": "2023-01-14T03:28:00+00:00" }, { "id": "01a0c528-bf16-737e-ab48-fd79bccde308", "title": "Intro to Medical Terminology", "url": "https://glassboxmedicine.com/2023/01/11/intro-to-medical-terminology-video/", "published_at": "2023-01-11T17:27:45+00:00" }, { "id": "01a0c528-bf16-737e-ab48-fd79bce24bd5", "title": "Surviving the Wards While Pregnant: Bring a Chair on Rounds and Other Tips", "url": "https://glassboxmedicine.com/2022/09/23/surviving-the-wards-while-pregnant-bring-a-chair-on-rounds-and-other-tips/", "published_at": "2022-09-23T20:56:00+00:00" }, { "id": "01a0c528-bf16-737e-ab48-fd79bd581a34", "title": "How To Ace Your Job Interview: Advice From A Tech CEO", "url": "https://glassboxmedicine.com/2022/07/24/how-to-ace-your-job-interview-advice-from-a-tech-ceo/", "published_at": "2022-07-24T02:31:31+00:00" }, { "id": "01a0c528-bf16-737e-ab48-fd79be54dc11", "title": "RAD-ChestCT: Publicly Available Multi-Abnormality CT Scan Dataset", "url": "https://glassboxmedicine.com/2022/07/21/rad-chestct-publicly-available-multi-abnormality-ct-scan-dataset/", "published_at": "2022-07-21T22:48:15+00:00" }, { "id": "01a0c528-bf16-737e-ab48-fd79be9b57de", "title": "Intro to Sentence Analysis for Radiology Label Extraction (SARLE)", "url": "https://glassboxmedicine.com/2022/07/21/intro-to-sentence-analysis-for-radiology-label-extraction-sarle/", "published_at": "2022-07-21T17:10:41+00:00" }, { "id": "01a0c528-bf16-737e-ab48-fd79bf128156", "title": "Model Explanation is Not Weakly Supervised Segmentation", "url": "https://glassboxmedicine.com/2022/07/02/model-explanation-is-not-weakly-supervised-segmentation/", "published_at": "2022-07-02T16:07:12+00:00" }, { "id": "01a0c528-bf16-737e-ab48-fd79bf3a377e", "title": "Building Custom Image Datasets in PyTorch: Tutorial with Code", "url": "https://glassboxmedicine.com/2022/01/21/building-custom-image-data-sets-in-pytorch-tutorial-with-code/", "published_at": "2022-01-21T01:07:27+00:00" }, { "id": "01a0c528-bf16-737e-ab48-fd79bff98bb1", "title": "Downloading and Preprocessing Medical Images in Bulk: DICOM to NumPy with Python", "url": "https://glassboxmedicine.com/2021/02/16/downloading-and-preprocessing-medical-images-in-bulk-dicom-to-numpy-with-python/", "published_at": "2021-02-16T23:20:16+00:00" }, { "id": "01a0c533-de5e-728f-9eb7-c2101d0d1ef3", "title": "Designing Custom 2D and 3D CNNs in PyTorch: Tutorial with Code", "url": "https://glassboxmedicine.com/2021/02/06/designing-custom-2d-and-3d-cnns-in-pytorch-tutorial-with-code/", "published_at": "2021-02-06T23:27:52+00:00" }, { "id": "01a0c533-de5e-728f-9eb7-c2101d52e602", "title": "Using Predefined and Pretrained CNNs in PyTorch: Tutorial with Code", "url": "https://glassboxmedicine.com/2020/12/08/using-predefined-and-pretrained-cnns-in-pytorch-tutorial-with-code/", "published_at": "2020-12-08T17:36:10+00:00" }, { "id": "01a0c533-de5e-728f-9eb7-c2101d87964f", "title": "How to Organize Machine Learning Projects: Python, Git, Anaconda, Code, and NO Jupyter Notebooks", "url": "https://glassboxmedicine.com/2020/09/22/how-to-organize-machine-learning-projects-python-git-anaconda-code-and-no-jupyter-notebooks/", "published_at": "2020-09-22T04:41:43+00:00" }, { "id": "01a0c533-de5e-728f-9eb7-c2101dd06ccd", "title": "COVID-19 Chest CT Scan Analysis: Clinical Recommendations and Machine Learning Applications", "url": "https://glassboxmedicine.com/2020/08/20/covid-19-chest-ct-scan-analysis-clinical-recommendations-and-machine-learning-applications/", "published_at": "2020-08-20T02:17:05+00:00" }, { "id": "01a0c533-de5e-728f-9eb7-c2101e7ed27e", "title": "Chest CT Scan Machine Learning in 5 minutes", "url": "https://glassboxmedicine.com/2020/08/04/chest-ct-scan-machine-learning-in-5-minutes/", "published_at": "2020-08-04T18:46:14+00:00" }, { "id": "01a0c533-de5e-728f-9eb7-c2101ed2a669", "title": "Convolutional Neural Networks (CNNs) in 5 minutes", "url": "https://glassboxmedicine.com/2020/08/03/convolutional-neural-networks-cnns-in-5-minutes/", "published_at": "2020-08-03T19:32:38+00:00" }, { "id": "01a0c533-de5e-728f-9eb7-c2101ef72fd3", "title": "The Complete Guide to AUC and Average Precision: Simulations and Visualizations", "url": "https://glassboxmedicine.com/2020/07/14/the-complete-guide-to-auc-and-average-precision-simulations-and-visualizations/", "published_at": "2020-07-14T16:28:06+00:00" }, { "id": "01a0c533-de5e-728f-9eb7-c2101f3aaf24", "title": "Grad-CAM: Visual Explanations from Deep Networks", "url": "https://glassboxmedicine.com/2020/05/29/grad-cam-visual-explanations-from-deep-networks/", "published_at": "2020-05-29T22:44:44+00:00" }, { "id": "01a0c533-de5e-728f-9eb7-c2101f73993c", "title": "Genomics, Transcriptomics, and Proteomics for Data Scientists (DNA, RNA, Protein)", "url": "https://glassboxmedicine.com/2020/04/11/genomics-transcriptomics-and-proteomics-for-data-scientists-dna-rna-protein/", "published_at": "2020-04-11T01:52:33+00:00" }, { "id": "01a0c533-de5e-728f-9eb7-c21020184901", "title": "Squeeze-and-Excitation Networks", "url": "https://glassboxmedicine.com/2020/04/04/squeeze-and-excitation-networks/", "published_at": "2020-04-04T01:37:24+00:00" }, { "id": "01a0c53e-48c9-72be-8f0b-d0607573b8a1", "title": "Automatic Interpretation of Chest CT Scans with Machine Learning", "url": "https://glassboxmedicine.com/2020/03/05/automatic-interpretation-of-chest-ct-scans-with-machine-learning/", "published_at": "2020-03-05T23:59:12+00:00" }, { "id": "01a0c53e-48c9-72be-8f0b-d060761853ab", "title": "Multi-GPU Training in Pytorch: Data and Model Parallelism", "url": "https://glassboxmedicine.com/2020/03/04/multi-gpu-training-in-pytorch-data-and-model-parallelism/", "published_at": "2020-03-04T21:22:30+00:00" }, { "id": "01a0c53e-48c9-72be-8f0b-d06076cf8aff", "title": "Comparing AUCs of Machine Learning Models with DeLong’s Test", "url": "https://glassboxmedicine.com/2020/02/04/comparing-aucs-of-machine-learning-models-with-delongs-test/", "published_at": "2020-02-04T04:57:23+00:00" }, { "id": "01a0c53e-48c9-72be-8f0b-d060774283e0", "title": "Segmentation: U-Net, Mask R-CNN, and Medical Applications", "url": "https://glassboxmedicine.com/2020/01/21/segmentation-u-net-mask-r-cnn-and-medical-applications/", "published_at": "2020-01-21T00:44:01+00:00" }, { "id": "01a0c53e-48c9-72be-8f0b-d06077ad235b", "title": "Connections: Log Likelihood, Cross Entropy, KL Divergence, Logistic Regression, and Neural Networks", "url": "https://glassboxmedicine.com/2019/12/07/connections-log-likelihood-cross-entropy-kl-divergence-logistic-regression-and-neural-networks/", "published_at": "2019-12-07T22:14:05+00:00" }, { "id": "01a0c53e-48c9-72be-8f0b-d06077cc4f88", "title": "Guided Grad-CAM is Broken! Sanity Checks for Saliency Maps", "url": "https://glassboxmedicine.com/2019/10/12/guided-grad-cam-is-broken-sanity-checks-for-saliency-maps/", "published_at": "2019-10-12T22:01:50+00:00" }, { "id": "01a0c53e-48c9-72be-8f0b-d06078917a1b", "title": "CNN Heat Maps: Gradients vs. DeconvNets vs. Guided Backpropagation", "url": "https://glassboxmedicine.com/2019/10/06/cnn-heat-maps-gradients-vs-deconvnets-vs-guided-backpropagation/", "published_at": "2019-10-06T01:34:36+00:00" }, { "id": "01a0c53e-48c9-72be-8f0b-d0607984de7b", "title": "Best Use of Train/Val/Test Splits, with Tips for Medical Data", "url": "https://glassboxmedicine.com/2019/09/15/best-use-of-train-val-test-splits-with-tips-for-medical-data/", "published_at": "2019-09-15T02:41:30+00:00" }, { "id": "01a0c53e-48c9-72be-8f0b-d06079caed61", "title": "Universal Transformers", "url": "https://glassboxmedicine.com/2019/09/07/universal-transformers/", "published_at": "2019-09-07T21:52:32+00:00" }, { "id": "01a0c53e-48c9-72be-8f0b-d0607a39b22c", "title": "The Transformer: Attention Is All You Need", "url": "https://glassboxmedicine.com/2019/08/15/the-transformer-attention-is-all-you-need/", "published_at": "2019-08-15T16:24:55+00:00" }, { "id": "01a0c546-c761-73c8-b793-73d31879a61c", "title": "Learn to Pay Attention! Trainable Visual Attention in CNNs", "url": "https://glassboxmedicine.com/2019/08/10/learn-to-pay-attention-trainable-visual-attention-in-cnns/", "published_at": "2019-08-10T19:43:24+00:00" }, { "id": "01a0c546-c761-73c8-b793-73d319469a22", "title": "Convolution vs. Cross-Correlation", "url": "https://glassboxmedicine.com/2019/07/26/convolution-vs-cross-correlation/", "published_at": "2019-07-26T16:58:03+00:00" }, { "id": "01a0c546-c761-73c8-b793-73d319baf75d", "title": "Class Model Visualization for CNNs", "url": "https://glassboxmedicine.com/2019/07/13/class-model-visualization-for-cnns/", "published_at": "2019-07-13T21:01:48+00:00" }, { "id": "01a0c546-c761-73c8-b793-73d31a4bed5f", "title": "CNN Heat Maps: Saliency/Backpropagation", "url": "https://glassboxmedicine.com/2019/06/21/cnn-heat-maps-saliency-backpropagation/", "published_at": "2019-06-21T16:11:42+00:00" }, { "id": "01a0c546-c761-73c8-b793-73d31ac404c7", "title": "CNN Heat Maps: Class Activation Mapping (CAM)", "url": "https://glassboxmedicine.com/2019/06/11/cnn-heat-maps-class-activation-mapping-cam/", "published_at": "2019-06-11T18:20:19+00:00" }, { "id": "01a0c546-c761-73c8-b793-73d31af40faa", "title": "Regularization for Neural Networks with Framingham Case Study", "url": "https://glassboxmedicine.com/2019/06/08/regularization-for-neural-networks-with-framingham-case-study/", "published_at": "2019-06-08T23:50:02+00:00" }, { "id": "01a0c546-c761-73c8-b793-73d31afc83ac", "title": "Preparing EHR & Tabular Data for Neural Networks (Code Included!)", "url": "https://glassboxmedicine.com/2019/06/01/everything-you-need-to-know-about-preparing-tabular-data-for-machine-learning-code-included/", "published_at": "2019-06-01T21:16:42+00:00" }, { "id": "01a0c546-c761-73c8-b793-73d31b25c76e", "title": "Multi-label vs. Multi-class Classification: Sigmoid vs. Softmax", "url": "https://glassboxmedicine.com/2019/05/26/classification-sigmoid-vs-softmax/", "published_at": "2019-05-26T02:37:04+00:00" }, { "id": "01a0c546-c761-73c8-b793-73d31b6cf8c7", "title": "All About Drugs: Intro to Pharmacology", "url": "https://glassboxmedicine.com/2019/05/18/drugs-for-data-scientists-intro-to-pharmacology/", "published_at": "2019-05-18T04:04:29+00:00" }, { "id": "01a0c546-c761-73c8-b793-73d31bc51908", "title": "Automated Chest X-Ray Interpretation", "url": "https://glassboxmedicine.com/2019/05/11/automated-chest-x-ray-interpretation/", "published_at": "2019-05-11T23:52:56+00:00" }, { "id": "01a0c54f-8f1e-70cd-b963-5477b6be4ea0", "title": "How Computers See: Intro to Convolutional Neural Networks", "url": "https://glassboxmedicine.com/2019/05/05/how-computers-see-intro-to-convolutional-neural-networks/", "published_at": "2019-05-05T04:00:55+00:00" }, { "id": "01a0c54f-8f1e-70cd-b963-5477b73df0ce", "title": "What’s the difference between AI, machine learning, and deep learning?", "url": "https://glassboxmedicine.com/2019/04/19/whats-the-difference-between-ai-machine-learning-and-deep-learning/", "published_at": "2019-04-19T21:58:52+00:00" }, { "id": "01a0c54f-8f1e-70cd-b963-5477b7498f2f", "title": "The History of Convolutional Neural Networks", "url": "https://glassboxmedicine.com/2019/04/13/a-short-history-of-convolutional-neural-networks/", "published_at": "2019-04-13T20:48:23+00:00" }, { "id": "01a0c54f-8f1e-70cd-b963-5477b774386a", "title": "Machine Art", "url": "https://glassboxmedicine.com/2019/04/06/machine-art/", "published_at": "2019-04-06T21:40:26+00:00" }, { "id": "01a0c54f-8f1e-70cd-b963-5477b851abc2", "title": "Radiology: Abnormal Chest X-Rays Part III", "url": "https://glassboxmedicine.com/2019/03/30/radiology-abnormal-chest-x-rays-part-iii/", "published_at": "2019-03-30T20:49:28+00:00" }, { "id": "01a0c54f-8f1e-70cd-b963-5477b86ba410", "title": "Radiology: Abnormal Chest X-Rays Part II", "url": "https://glassboxmedicine.com/2019/03/23/radiology-abnormal-chest-x-rays-part-ii/", "published_at": "2019-03-23T22:23:58+00:00" }, { "id": "01a0c54f-8f1e-70cd-b963-5477b8e8a76b", "title": "Radiology: Abnormal Chest X-Rays Part I", "url": "https://glassboxmedicine.com/2019/03/16/radiology-abnormal-chest-x-rays-part-i/", "published_at": "2019-03-16T20:18:26+00:00" }, { "id": "01a0c54f-8f1e-70cd-b963-5477b9679e5c", "title": "Measuring Performance: AUPRC and Average Precision", "url": "https://glassboxmedicine.com/2019/03/02/measuring-performance-auprc/", "published_at": "2019-03-02T20:25:16+00:00" }, { "id": "01a0c54f-8f1e-70cd-b963-5477b96fd54b", "title": "Measuring Performance: AUC (AUROC)", "url": "https://glassboxmedicine.com/2019/02/23/measuring-performance-auc-auroc/", "published_at": "2019-02-23T20:25:42+00:00" }, { "id": "01a0c54f-8f1e-70cd-b963-5477b9abe0df", "title": "Measuring Performance: The Confusion Matrix", "url": "https://glassboxmedicine.com/2019/02/17/measuring-performance-the-confusion-matrix/", "published_at": "2019-02-17T02:40:42+00:00" }, { "id": "01a0c557-cbf5-70cb-a1d6-79ad0161a49d", "title": "Measuring Performance: Accuracy", "url": "https://glassboxmedicine.com/2019/02/16/measuring-performance-accuracy/", "published_at": "2019-02-16T23:30:59+00:00" }, { "id": "01a0c557-cbf5-70cb-a1d6-79ad01f5c256", "title": "Radiology: Normal Chest X-Rays", "url": "https://glassboxmedicine.com/2019/02/10/radiology-normal-chest-x-rays/", "published_at": "2019-02-10T03:12:45+00:00" }, { "id": "01a0c557-cbf5-70cb-a1d6-79ad02aca687", "title": "Anatomy for Radiology: Abdomen", "url": "https://glassboxmedicine.com/2019/02/02/anatomy-for-radiology-abdomen/", "published_at": "2019-02-02T23:18:20+00:00" }, { "id": "01a0c557-cbf5-70cb-a1d6-79ad03441808", "title": "Anatomy for Radiology: Chest", "url": "https://glassboxmedicine.com/2019/01/25/anatomy-for-radiology-chest/", "published_at": "2019-01-25T03:08:29+00:00" }, { "id": "01a0c557-cbf5-70cb-a1d6-79ad036309ba", "title": "Anatomy for Radiology: Terms of Location", "url": "https://glassboxmedicine.com/2019/01/22/anatomy-for-radiology-terms-of-location/", "published_at": "2019-01-22T19:30:19+00:00" }, { "id": "01a0c557-cbf5-70cb-a1d6-79ad04253ee7", "title": "Introduction to Neural Networks", "url": "https://glassboxmedicine.com/2019/01/17/introduction-to-neural-networks/", "published_at": "2019-01-17T19:10:53+00:00" }, { "id": "01a0c557-cbf5-70cb-a1d6-79ad04d6d0f3", "title": "Representing EHR data: ICD codes vs. CCS codes", "url": "https://glassboxmedicine.com/2018/11/13/representing-ehr-data-icd-codes-vs-ccs-codes/", "published_at": "2018-11-13T20:48:50+00:00" }, { "id": "01a0c557-cbf5-70cb-a1d6-79ad05179c9c", "title": "Introduction to Medical Abbreviations", "url": "https://glassboxmedicine.com/2018/10/20/introduction-to-medical-abbreviations/", "published_at": "2018-10-20T14:59:55+00:00" }, { "id": "01a0c557-cbf5-70cb-a1d6-79ad05ed29fe", "title": "Inpatient vs. Outpatient", "url": "https://glassboxmedicine.com/2018/10/20/inpatient-vs-outpatient/", "published_at": "2018-10-20T14:50:55+00:00" }, { "id": "01a0c557-cbf5-70cb-a1d6-79ad065277e7", "title": "The Origins of Medical Data", "url": "https://glassboxmedicine.com/2018/10/18/the-origins-of-medical-data/", "published_at": "2018-10-18T15:04:54+00:00" }, { "id": "01a0c560-28bb-7321-9f4f-9fab5c4a274f", "title": "Welcome!", "url": "https://glassboxmedicine.com/2018/10/08/the-journey-begins/", "published_at": "2018-10-08T19:37:57+00:00" } ] posts Claim your blog
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2026

I’m a Novelist and AI PhD. Here’s How to Save Human-Written Fiction from AIoriginal ↗
18 Sept 2026
How We Could Build an AI Doctor by Accident: A Deep Dive Into AI-Native Electronic Health Recordsoriginal ↗
14 Aug 2026
The Eight Barriers to Health AI Implementation and How to Overcome Themoriginal ↗
24 Jul 2026
Cyberattacks, AI Intentionality, and the Hard Problem of Consciousnessoriginal ↗
22 Jul 2026
Medical Diagnosis for AI Engineersoriginal ↗
5 Jun 2026
LLMs struggle with triage and answering patient questions. How can we make this safer?original ↗
28 Feb 2026
Why I Shut Down My Bootstrapped Health AI Startup After 7 Years: A Founder’s Postmortemoriginal ↗
21 Feb 2026

2025

Acid-Base Analysis: A Comprehensive Step-by-Step Approach for ABG and BMP Interpretationoriginal ↗
10 Dec 2025
HealthBench Does Not Evaluate Patient Safetyoriginal ↗
13 May 2025

2024

AI chatbots did not “defeat” doctors at diagnosing illnessoriginal ↗
20 Nov 2024
Deep Learning in the Cloud Tutorial: Set Up an AWS Deep Learning AMI (DLAMI)original ↗
11 Jun 2024
Human and Artificial General Intelligence Arises from Next Token Predictionoriginal ↗
28 Apr 2024
Is “Good” AI Harder than “Bad” AI?original ↗
29 Mar 2024
AI Alignment and Moral Philosophy for Artificial General Intelligenceoriginal ↗
19 Mar 2024
ChatGPT is Not a Doctor: Hidden Dangers in Seeking Medical Advice from LLMsoriginal ↗
23 Feb 2024
Hands in Human Dreams Look AI-Generatedoriginal ↗
6 Feb 2024
Job Loss from AI: Labor Market Impact of Large Language Modelsoriginal ↗
29 Jan 2024

2023

Just for Fun: Llama2 Chats with ChatGPT3.5original ↗
29 Nov 2023
Bias, Toxicity, and Jailbreaking Large Language Models (LLMs)original ↗
28 Nov 2023
Sparks of Artificial General Intelligence: Highlights from 95 Pagesoriginal ↗
26 Nov 2023
Earning an M.D. and a Ph.D. in Computer Science: Becoming a Physician Scientistoriginal ↗
8 Jul 2023
Debiasing ChatGPT: Creating an LLM that isn’t racist or sexistoriginal ↗
13 May 2023
Numpy and Pandas Quick Referenceoriginal ↗
11 May 2023
Terminology and Anatomy of the Nervous Systemoriginal ↗
2 Mar 2023
Terminology and Anatomy of the Musculoskeletal Systemoriginal ↗
25 Feb 2023
Terminology and Anatomy of the Head, Eyes, Ears, Nose, and Throat (HEENT)original ↗
25 Feb 2023
Terminology and Anatomy of the Gastrointestinal Systemoriginal ↗
10 Feb 2023
Terminology and Hormones of the Endocrine Systemoriginal ↗
10 Feb 2023
Terminology and Anatomy of the Cardiovascular Systemoriginal ↗
27 Jan 2023
Terminology and Anatomy of the Urinary Systemoriginal ↗
24 Jan 2023
Terminology and Anatomy of the Respiratory Systemoriginal ↗
20 Jan 2023
Terminology and Anatomy of the Integumentary Systemoriginal ↗
14 Jan 2023
Intro to Medical Terminologyoriginal ↗
11 Jan 2023

2022

Surviving the Wards While Pregnant: Bring a Chair on Rounds and Other Tipsoriginal ↗
23 Sept 2022
How To Ace Your Job Interview: Advice From A Tech CEOoriginal ↗
24 Jul 2022
RAD-ChestCT: Publicly Available Multi-Abnormality CT Scan Datasetoriginal ↗
21 Jul 2022
Intro to Sentence Analysis for Radiology Label Extraction (SARLE)original ↗
21 Jul 2022
Model Explanation is Not Weakly Supervised Segmentationoriginal ↗
2 Jul 2022
Building Custom Image Datasets in PyTorch: Tutorial with Codeoriginal ↗
21 Jan 2022

2021

Downloading and Preprocessing Medical Images in Bulk: DICOM to NumPy with Pythonoriginal ↗
16 Feb 2021
Designing Custom 2D and 3D CNNs in PyTorch: Tutorial with Codeoriginal ↗
6 Feb 2021

2020

Using Predefined and Pretrained CNNs in PyTorch: Tutorial with Codeoriginal ↗
8 Dec 2020
How to Organize Machine Learning Projects: Python, Git, Anaconda, Code, and NO Jupyter Notebooksoriginal ↗
22 Sept 2020
COVID-19 Chest CT Scan Analysis: Clinical Recommendations and Machine Learning Applicationsoriginal ↗
20 Aug 2020
Chest CT Scan Machine Learning in 5 minutesoriginal ↗
4 Aug 2020
Convolutional Neural Networks (CNNs) in 5 minutesoriginal ↗
3 Aug 2020
The Complete Guide to AUC and Average Precision: Simulations and Visualizationsoriginal ↗
14 Jul 2020
Grad-CAM: Visual Explanations from Deep Networksoriginal ↗
29 May 2020
Genomics, Transcriptomics, and Proteomics for Data Scientists (DNA, RNA, Protein)original ↗
11 Apr 2020
Squeeze-and-Excitation Networksoriginal ↗
4 Apr 2020
Automatic Interpretation of Chest CT Scans with Machine Learningoriginal ↗
5 Mar 2020
Multi-GPU Training in Pytorch: Data and Model Parallelismoriginal ↗
4 Mar 2020
Comparing AUCs of Machine Learning Models with DeLong’s Testoriginal ↗
4 Feb 2020
Segmentation: U-Net, Mask R-CNN, and Medical Applicationsoriginal ↗
21 Jan 2020

2019

Connections: Log Likelihood, Cross Entropy, KL Divergence, Logistic Regression, and Neural Networksoriginal ↗
7 Dec 2019
Guided Grad-CAM is Broken! Sanity Checks for Saliency Mapsoriginal ↗
12 Oct 2019
CNN Heat Maps: Gradients vs. DeconvNets vs. Guided Backpropagationoriginal ↗
6 Oct 2019
Best Use of Train/Val/Test Splits, with Tips for Medical Dataoriginal ↗
15 Sept 2019
Universal Transformersoriginal ↗
7 Sept 2019
The Transformer: Attention Is All You Needoriginal ↗
15 Aug 2019
Learn to Pay Attention! Trainable Visual Attention in CNNsoriginal ↗
10 Aug 2019
Convolution vs. Cross-Correlationoriginal ↗
26 Jul 2019
Class Model Visualization for CNNsoriginal ↗
13 Jul 2019
CNN Heat Maps: Saliency/Backpropagationoriginal ↗
21 Jun 2019
CNN Heat Maps: Class Activation Mapping (CAM)original ↗
11 Jun 2019
Regularization for Neural Networks with Framingham Case Studyoriginal ↗
8 Jun 2019
Preparing EHR & Tabular Data for Neural Networks (Code Included!)original ↗
1 Jun 2019
Multi-label vs. Multi-class Classification: Sigmoid vs. Softmaxoriginal ↗
26 May 2019
All About Drugs: Intro to Pharmacologyoriginal ↗
18 May 2019
Automated Chest X-Ray Interpretationoriginal ↗
11 May 2019
How Computers See: Intro to Convolutional Neural Networksoriginal ↗
5 May 2019
What’s the difference between AI, machine learning, and deep learning?original ↗
19 Apr 2019
The History of Convolutional Neural Networksoriginal ↗
13 Apr 2019
Machine Artoriginal ↗
6 Apr 2019
Radiology: Abnormal Chest X-Rays Part IIIoriginal ↗
30 Mar 2019
Radiology: Abnormal Chest X-Rays Part IIoriginal ↗
23 Mar 2019
Radiology: Abnormal Chest X-Rays Part Ioriginal ↗
16 Mar 2019
Measuring Performance: AUPRC and Average Precisionoriginal ↗
2 Mar 2019
Measuring Performance: AUC (AUROC)original ↗
23 Feb 2019
Measuring Performance: The Confusion Matrixoriginal ↗
17 Feb 2019
Measuring Performance: Accuracyoriginal ↗
16 Feb 2019
Radiology: Normal Chest X-Raysoriginal ↗
10 Feb 2019
Anatomy for Radiology: Abdomenoriginal ↗
2 Feb 2019
Anatomy for Radiology: Chestoriginal ↗
25 Jan 2019
Anatomy for Radiology: Terms of Locationoriginal ↗
22 Jan 2019
Introduction to Neural Networksoriginal ↗
17 Jan 2019

2018

Representing EHR data: ICD codes vs. CCS codesoriginal ↗
13 Nov 2018
Introduction to Medical Abbreviationsoriginal ↗
20 Oct 2018
Inpatient vs. Outpatientoriginal ↗
20 Oct 2018
The Origins of Medical Dataoriginal ↗
18 Oct 2018
Welcome!original ↗
8 Oct 2018