Large-scale clinical databases offer opportunities for medical research, but their complexity creates barriers to effective use. The Medical Information Mart for Intensive Care (MIMIC-IV), one of the world’s largest open-source electronic health record databases, traditionally requires both SQL proficiency and clinical...
Rafi Al Attrach, Pedro Moreira, Rajna Fani et al.· PLOS Digital Health· 0 citations
Cystoscopic assessment is central to bladder cancer diagnosis, yet visual interpretation remains variable. Existing artificial intelligence approaches often depend on data-intensive models that are often difficult to deploy in routine practice. We evaluated whether multimodal large language models (MLLMs), including sm...
Yonatan Prat, Husny Mahmud, A. Tsur et al.· World journal of urology· 0 citations
This paper focuses on the problem of demonstration selection, which involves selecting a subset of examples for prepending to a query to a language model, and builds on state space models (SSMs), which require only linear inference time given the input.
Zi-Niu Zhang, Zhen-Shuo Zhang, Ruo-Xuan Xiong et al.· 0 citations
Online programming learners need timely support while managing heterogeneous prior knowledge and delayed feedback, and a low-stakes adaptive design combining a knowledge-component map, event-history prediction, teacher-authored recommendations, a constrained large language model tutor, and explainable analytics is eval...
Pavel Bartoš· Discover Education· 0 citations
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Ternary (1.58-bit) language models are stored in practice at two bits per weight, 26% above the information content of a ternary symbol. The code that removes that redundancy is not new: five ternary values as the base-3 digits of one byte at 1.600 bits per weight is llama.cpp's TQ1_0 and Spectra 1.1's TQ1; the depth-o...
Justus Theile· Zenodo (CERN European Organi...· 0 citations
This pre-decision research note applies the verified SECM–SEFSC Augmented ACM Model III to the Federal Open Market Committee meeting of September 15–16, 2026. With a 25-basis-point increase in the federal funds target range heavily priced into markets, the analysis argues that the dominant market signal is likely to co...
Daniel Scretching· Zenodo (CERN European Organi...· 0 citations
Preprint, version 1.0 (September 2026) The Transformer of 2017 still sits at the core of every current large language model, yet almost everything around it has been rebuilt, some parts repeatedly. This survey traces the architectural development of text-only LLMs from 2017 to early 2026 as four epochs, each driven by...
Finn Reimann· Zenodo (CERN European Organi...· 0 citations
Authorship, provenance, and verification. The scientific problem, original method, and research direction belong to W. V. Pogosov. This project builds on his published and unpublished work developed before the involvement of an advanced large language model (LLM). During the subsequent LLM-assisted phase, the LLM produ...
W. V. Pogosov· Zenodo (CERN European Organi...· 0 citations
