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Diverging trajectories of trust in healthcare and on-line information seeking: what’s next with LLMs

Diverging trajectories of trust in healthcare and on-line information seeking: what’s next with LLMs

February 1, 2026February 1, 2026
Weekly Roundup – January 31, 2026

Weekly Roundup – January 31, 2026

January 31, 2026February 1, 2026
Embedding clinical intelligence to help close care gaps

Embedding clinical intelligence to help close care gaps

January 31, 2026January 31, 2026
Impact of Mobilization Facilitated by Wearable Device Enhanced Patient Monitoring/Electrophysiology Pod–Based Feedback on Postoperative Complications Following Colorectal Cancer Surgery: Randomized Controlled Trial

Impact of Mobilization Facilitated by Wearable Device Enhanced Patient Monitoring/Electrophysiology Pod–Based Feedback on Postoperative Complications Following Colorectal Cancer Surgery: Randomized Controlled Trial

January 31, 2026January 31, 2026
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Tag: Benchmarking

Topos Bio Emerges from Stealth to Tackle Disordered Proteins with $10.5M and Frontier AI

Topos Bio Emerges from Stealth to Tackle Disordered Proteins with $10.5M and Frontier AI

January 8, 2026January 9, 2026HIT Consultant

What You Should Know

– Topos Bio has emerged from stealth with $10.5M in seed funding to solve one of the most persistent challenges in medicine: targeting intrinsically disordered proteins (IDPs). The seed funding was led…

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A novel AI-powered radiographic analysis surpasses specialists in stage II–IV periodontitis detection: a multicenter diagnostic study

A novel AI-powered radiographic analysis surpasses specialists in stage II–IV periodontitis detection: a multicenter diagnostic study

November 19, 2025November 19, 2025npj Digital Medicine

Missed periodontitis diagnoses are common, and AI dental radiography systems based on clinical standards can enhance reliable detection. We introduce and evaluate HC-Net+, a deep-learning model that mimics clinical pathways while integrating localized tooth…

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Evaluating clinical AI summaries with large language models as judges

Evaluating clinical AI summaries with large language models as judges

November 6, 2025November 6, 2025npj Digital Medicine

Electronic Health Records (EHRs) contain vast clinical data that are difficult for providers to synthesize. Generative AI with Large Language Models (LLMs) can summarize records to reduce cognitive burden, but ensuring accuracy requires reliable…

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Benchmarking large language models for personalized, biomarker-based health intervention recommendations

Benchmarking large language models for personalized, biomarker-based health intervention recommendations

October 27, 2025October 27, 2025npj Digital Medicine

The use of large language models (LLMs) in clinical diagnostics and intervention planning is expanding, yet their utility for personalized recommendations for longevity interventions remains opaque. We extended the BioChatter framework to benchmark LLMs’…

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Qualtrics Acquires Press Ganey Forsta for $6.75B to Create the Most Comprehensive AI Experience Platform

Qualtrics Acquires Press Ganey Forsta for $6.75B to Create the Most Comprehensive AI Experience Platform

October 7, 2025October 7, 2025HIT Consultant

What You Should Know: 

– Qualtrics, a leader in the experience management (XM) category, has announced a definitive agreement to acquire Press Ganey Forsta for $6.75B, payable in a combination of cash and equity. 

– Press…

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Large language models forecast patient health trajectories enabling digital twins

Large language models forecast patient health trajectories enabling digital twins

October 1, 2025October 1, 2025npj Digital Medicine

Generative artificial intelligence is revolutionizing digital twin development, enabling virtual patient representations that predict health trajectories, with large language models (LLMs) showcasing untapped clinical forecasting potential. We developed the Digital Twin—Generative Pretrained Transformer (DT-GPT),…

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CareCloud Acquires HFMA’s MAP App to Infuse AI into Hospital Benchmarking

CareCloud Acquires HFMA’s MAP App to Infuse AI into Hospital Benchmarking

September 29, 2025September 30, 2025HIT Consultant

What You Should Know: 

– CareCloud, a leader in AI-driven healthcare technology solutions, has announced a definitive agreement to acquire MAP App, an industry-leading hospital benchmarking tool created by the Healthcare Financial Management Association (HFMA). 

–…

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Arbital Health Secures $31M to Accelerate Value-Based Care Contracting

Arbital Health Secures $31M to Accelerate Value-Based Care Contracting

July 29, 2025July 29, 2025HIT Consultant

What You Should Know: 

– Arbital Health, a healthcare technology company providing critical infrastructure for providers and payers to successfully manage risk-based contracts secures $31M in Series B funding round led by Valtruis, with participation…

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KLAS Arch Collaborative Physician Guidebook 2025: EHR Pain Points and Success Strategies

KLAS Arch Collaborative Physician Guidebook 2025: EHR Pain Points and Success Strategies

July 21, 2025July 22, 2025HIT Consultant

What You Should Know: 

– The KLAS Arch Collaborative has released its “Physician Guidebook 2025,” offering comprehensive insights into how healthcare organizations can improve the Electronic Health Record (EHR) experience for physicians. Drawing on feedback…

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Benchmarking vision-language models for diagnostics in emergency and critical care settings

Benchmarking vision-language models for diagnostics in emergency and critical care settings

July 10, 2025July 10, 2025npj Digital Medicine

The applicability of vision-language models (VLMs) for acute care in emergency and intensive care units remains underexplored. Using a multimodal dataset of diagnostic questions involving medical images and clinical context, we benchmarked several small…

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The most promising technology is AI combined with what we call "digital endpoints" for each service we provide. Digital endpoints are technologies like online scheduling, asynchronous video visits, and voice and application programming interfaces. The combination of AI and these endpoints mean that we can enable more sophisticated navigation, new business models, reduce friction and improve care delivery.

Aaron Martin

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