“Concerns about data privacy and hallucination aren't slowing the healthcare industry's embrace of automation.”

“The money and products are pouring into health and voice AI...”

“Clients are asking therapists to assess their AI chats.”

“AI healthcare is evolving from 'information indexing' to 'service delivery,' and a handover of the human health baton is quietly underway.”

“We exploit existing ICD-9 codes for prediction on admissions, which achieved an 89% F1.”

“SALP-CG reliably helps classify categories and grading sensitivity in online conversational health data across LLMs, offering a practical method for health data governance.”

“One doctor claims it's 98 percent accurate.”

“The article highlights the potential of AI to address the common issue of 'having information but lacking understanding' in healthcare.”

“A key takeaway from the discussion would highlight the importance of balancing AI's capabilities with human expertise and ethical considerations within the healthcare context. (This is a predicted quote based on the title)”

“AI personas are increasingly being used in the mental health field, such as for training and research.”

“Yet none of the releases are cleared as medical devices, approved for clinical use, or available for direct patient diagnosis—despite marketing language emphasising healthcare transformation.”

“OmadaSpark, an AI agent trained with robust clinical input that delivers real-time motivational interviewing and nutrition education.”

“Bianca Reichard, a researcher at the Institute for Applied Informatics in Leipzig, Germany, notes that camera-based pain monitoring sidesteps the need for patients to wear sensors with wires, such as ECG electrodes and blood pressure cuffs, which could interfere with the delivery of medical care.”

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“AI misses nearly one-third of breast cancers, study finds”

““Chat was there for me, calm and rational, helping me strategize, always planning.” and “I see Chat like a last-year medical student: doesn't have a license, isn't…”,”

“In one case described by experts as "really dangerous," Google advised people with pancreatic cancer to avoid high-fat foods, which is the exact opposite of what should be recommended and could jeopardize a patient's chances of tolerating chemotherapy or surgery.”

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“As one of the most productive and patient dealmakers in the American business world, Buffett adhered to his investment principles in his final year at the helm of Berkshire Hathaway.”

“Model-derived metrics such as arterial stiffness, pulse wave velocity, resistance, and compliance were found to align with clinical indicators of disease severity and progression.”

“ProDM significantly improves CAC scoring accuracy, spatial lesion fidelity, and risk stratification performance compared with several baselines.”

“The Dermatology Assessment Schema (DAS) is a novel expert-developed framework that systematically captures clinically meaningful dermatological features in a structured and standardized form.”

“Virtual-Eyes improves RAD-DINO slice-level AUC from 0.576 to 0.610 and patient-level AUC from 0.646 to 0.683 (mean pooling) and from 0.619 to 0.735 (max pooling), with improved calibration (Brier score 0.188 to 0.112).”

“The study suggests the potential for wearable technology to facilitate early sepsis detection outside ICU and ward environments.”

“McCoy orchestrates an LLM to translate medical literature into ASP code, combines it with patient data, and processes it using an ASP solver to arrive at the final diagnosis.”

“sCTs achieved 99% structural similarity and a Frechet inception distance of 1.01 relative to real CTs. Skull segmentation attained an average Dice coefficient of 85% across seven cranial bones, and sutures achieved 80% Dice.”

“The Bayesian joint model consistently outperforms conventional two-stage approaches in terms of parameter estimation accuracy and predictive performance.”

“The model reaching 96.23% accuracy, 95.58% F1-score and 94.83% specificity.”

“ClinDEF effectively exposes critical clinical reasoning gaps in state-of-the-art LLMs, offering a more nuanced and clinically meaningful evaluation paradigm.”

“The accuracy rate, F1 score, recall rate and AUC of PFed-Signal are 0.887, 0.890, 0.913 and 0.957 respectively, which are higher than the baselines.”

“PathoSyn provides a mathematically principled pipeline for generating high-fidelity patient-specific synthetic datasets, facilitating the development of robust diagnostic algorithms in low-data regimes.”

“GRPO recovers in-distribution performance but degrades cross-dataset transferability.”

“These experts have treated or consulted on dozens of patients who developed related symptoms after prolonged, delusional conversations with AI tools.”

“USF-MAE outperformed the DenseNet-169 baseline on all evaluation metrics.”

“The goal is not to prescribe medications or suggest alternatives, but to identify anomalies or suspicious patterns that could indicate fraud or misuse, helping improve patient safety and healthcare system integrity.”

“The simulation results demonstrate that the proposed Starlink-enabled IOMT system outperforms existing solutions in terms of throughput, latency, and reliability.”

“The paper introduces a multi-view latent representation learning framework based on variational autoencoders (VAE) to integrate complementary radiomic features derived from post-contrast T1-weighted (T1Gd) and Fluid-Attenuated Inversion Recovery (FLAIR) magnetic resonance imaging (MRI).”

“CrownGen surpasses state-of-the-art models in geometric fidelity and significantly reduces active design time.”

“The paper proposes a distributed inference framework for data integration in the presence of both distribution heterogeneity and data structural heterogeneity.”

“We introduce MediEval, a benchmark that links MIMIC-IV electronic health records (EHRs) to a unified knowledge base built from UMLS and other biomedical vocabularies.”

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“The study focuses on the application of LLMs in NHS primary care.”

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“The article's context highlights the use of blockchain-enabled zero-knowledge federated learning for medical AI privacy.”

“The article proposes a design study process model.”

“We propose an agentic framework that systematically decomposes complex oncology data extraction into modular, adaptive tasks.”

“The model integrating structured data points had AUROC, AUPRC, and Brier scores of 0.92, 0.53, and 0.19, respectively.”

“MedASR is a speech to text model based on the Conformer architecture and is pre”

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“MediEval is a unified medical benchmark.”