(Updated: February 6, 2025)| Electrospaces.net
(Updated: July 21, 2023)| Electrospaces.net
Background Clustering of patients to find new “phenotypes” is now a fad. For example, repeating the false assertion that diabetes was ever a binary diagnosis, Ahlqvist et al claimed to have found 5 diabetes subtypes using a purely statistical analysis not driven by clinical knowledge. What they found is likely just inefficient prognostic stratification that could be improved upon by directly relating patient characteristics to outcomes. Maarten van Smeden showed that clustering algorithms...| Statistical Thinking
1 Key Research Directions| The Dan MacKinlay stable of variably-well-consider’d enterprises
Figure 1 Placeholder. Notes on how to implement alignment in AI systems. This is necessarily a fuzzy concept, because Alignment is fuzzy and AI is fuzzy. We need to make peace with the frustrations of this fuzziness and move on. 1 Fine tuning to do nice stuff Think RLHF, Constitutional AI etc. I’m not greatly persuaded that these are the right way to go, but they are interesting. 2 Classifying models as unaligned I’m familiar only with mechanistic interpretability at the moment; I’m su...| The Dan MacKinlay stable of variably-well-consider’d enterprises
Tussilago farfara is a European herb found in the western Himalayas, northern China, and Persia. Herbs are used to treat severe disorders.| Planet Ayurveda
Learn how to train a ResNet-50 model for image classification.| Roboflow Blog
Background In clinical and epidemiologic studies one is frequently tasked with maximizing accuracy when assessing the presence of clinical conditions (symptoms, diagnoses, syndromes, etc.) or verifying outcome events such as stroke, myocardial infarction, or death from a specific cause. Prospective studies have the advantage of standardizing definitions of clinical conditions, minimizing bias, and being honest about disagreements about clinical designations. Many studies have clinical endpoin...| Statistical Thinking
In this post, we will discuss how to build a Prompt Injection detector using a simple classification task with Scikit-learn’s Logistic Regression. Logistic Regression is a statistical method …| Shekhar Gulati
It has been a while since I sifted through the chaff in| Real Psychiatry Technical Blog
Akhuparni is a medicinal herb described in Ayurveda known for its diuretic, rejuvenative, anthelmintic, laxative and cures skin disorders property.| Planet Ayurveda
Typically, sockets are classified along two orthogonal dimensions: domain and type. This is reflected in the system call used to create a socket int socket(int domain, int type, int protocol) In ty…| Binary Debt