AI Medical Compendium

HealthFlow: A Self-Evolving AI Agent with Meta Planning for Autonomous Healthcare Research

arXiv Aug 4, 2025

The efficacy of AI agents in healthcare research is hindered by their reliance on static, predefined strategies. This creates a critical limitation: agents can become better tool-users but cannot learn to become better strategic planners, a crucial... read more

Artificial Intelligence Computation and Language Machine Learning Multiagent Systems

Leveraging geographic information system for dengue surveillance: a scoping review.

Tropical medicine and health Aug 4, 2025

BACKGROUND: Vector-borne diseases caused by Aedes mosquitoes remain a major public health concern across tropical and subtropical regions. Geographic Information Systems (GIS) have become integral in surveillance by enabling spatial analysis, risk ma... read more

Digital Twin Technology In Radiology.

Journal of imaging informatics in medicine Aug 4, 2025

A digital twin is a computational model that provides a virtual representation of a specific physical object, system, or process and predicts its behavior at future time points. These simulation models form computational profiles for new diagnosis an... read more

Colorimetric detection of bisphenol A in water: a smartphone-based sensor using inverse opal molecularly imprinted photonic crystal hydrogel.

The Analyst Aug 4, 2025

Molecularly imprinted photonic crystal hydrogel (MIPCH) serves as a highly effective platform for the sensitive and selective detection of various analyte molecules. In this study, we present a smartphone-based inverse opal MIPCH (IOMIPCH) sensor des... read more

varCADD: large sets of standing genetic variation enable genome-wide pathogenicity prediction.

Genome medicine Aug 4, 2025

BACKGROUND: Machine learning and artificial intelligence are increasingly being applied to identify phenotypically causal genetic variation. These data-driven methods require comprehensive training sets to deliver reliable results. However, large unb... read more

Humans Machine Learning Software Genome-Wide Association Study Genomics Computational Biology Databases, Genetic Genetic Variation Genome, Human

ByteGen: A Tokenizer-Free Generative Model for Orderbook Events in Byte Space

arXiv Aug 4, 2025

Generative modeling of high-frequency limit order book (LOB) dynamics is a critical yet unsolved challenge in quantitative finance, essential for robust market simulation and strategy backtesting. Existing approaches are often constrained by simpli... read more

Computational Finance Artificial Intelligence Computational Engineering, Finance, and Science Machine Learning Trading and Market Microstructure

Framework to Select Multi-Cancer Detection Assays in the National Cancer Institute's Vanguard Study.

Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology Aug 4, 2025

BACKGROUND: The Cancer Screening Research Network (CSRN) is a new clinical trials network funded by the National Cancer Institute. The first CSRN study, the Vanguard Study, will assess the feasibility of using multi-cancer detection (MCD) tests in fu... read more

Deep-learning-based gene perturbation effect prediction does not yet outperform simple linear baselines.

Nature methods Aug 4, 2025

Recent research in deep-learning-based foundation models promises to learn representations of single-cell data that enable prediction of the effects of genetic perturbations. Here we compared five foundation models and two other deep learning models ... read more

Novel artificial intelligence algorithm for soft tissue balancing and bone cuts in robotic total knee arthroplasty improves accuracy and surgical duration.

Arthroplasty (London, England) Aug 4, 2025

BACKGROUND: Robotic Total Knee Arthroplasty (rTKA) has become increasingly popular. Intraoperative manual planning of femur and tibia implant positions in all degrees of freedom to achieve surgeon-defined targets and limits of bone cuts, gaps, and al... read more

Use of Artificial Intelligence in Psychiatric Research and Practice - A Qualitative Interview Study with Experts from Psychiatry, Computer Science and Philosophy in Germany.

European psychiatry : the journal of the Association of European Psychiatrists Aug 4, 2025

Artificial Intelligence Medical Compendium