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Monday Morning Update 12/8/25

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Innovative approach is key for early-stage startups

Innovative approach is key for early-stage startups

December 6, 2025December 6, 2025
Integrate EMS data into hospital systems to enhance ED operations

Integrate EMS data into hospital systems to enhance ED operations

December 5, 2025December 6, 2025
Transparency Trap: Why Commercial Negotiated Hospital Rates Are Up to 32% Higher Than Cash Prices

Transparency Trap: Why Commercial Negotiated Hospital Rates Are Up to 32% Higher Than Cash Prices

December 5, 2025December 6, 2025
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Tag: clinical data

Multimodal machine learning for risk-stratified bundled payments in spinal surgery

Multimodal machine learning for risk-stratified bundled payments in spinal surgery

August 10, 2025August 10, 2025npj Digital Medicine

Accurate prediction of financial metrics in spine surgery is crucial as healthcare transitions to value-based care. While bundled payment models have succeeded in other orthopedic procedures, the heterogeneity of spinal surgery complicates their adoption….

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Multimodal deep learning model for prognostic prediction in cervical cancer receiving definitive radiotherapy: a multi-center study

Multimodal deep learning model for prognostic prediction in cervical cancer receiving definitive radiotherapy: a multi-center study

August 4, 2025August 4, 2025npj Digital Medicine

For patients with locally advanced cervical cancer (LACC), precise survival prediction models could guide personalized treatment. We developed and validated CerviPro, a deep learning-based multimodal prognostic model, to predict disease-free survival (DFS) in 1018…

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Multi-domain rule-based phenotyping algorithms enable improved GWAS signal

Multi-domain rule-based phenotyping algorithms enable improved GWAS signal

August 2, 2025August 2, 2025npj Digital Medicine

Biobanks are a rich source of data for genome-wide association studies (GWAS). They store clinical data from electronic health records, with data domains such as laboratory measurements, conditions, and self-reported diagnoses. Traditionally, biobank GWAS…

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Royal College of Ophthalmologists calls for standardised EHRs

Royal College of Ophthalmologists calls for standardised EHRs

July 30, 2025July 30, 2025Digital Health

Professor Ben Burton, college president (Credit: The Royal College of Ophthalmologists)

The Royal College of Ophthalmologists is leading a call for the national standardisation of electronic health records (EHRs) to improve access to care,…

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Multi-cohort machine learning identifies predictors of cognitive impairment in Parkinson’s disease

Multi-cohort machine learning identifies predictors of cognitive impairment in Parkinson’s disease

July 27, 2025July 27, 2025npj Digital Medicine

Cognitive impairment is a frequent complication of Parkinson’s disease (PD), affecting up to half of newly diagnosed patients. To improve early detection and risk assessment, we developed machine learning models using clinical data from…

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Personalized federated learning for predicting disability progression in multiple sclerosis using real-world routine clinical data

Personalized federated learning for predicting disability progression in multiple sclerosis using real-world routine clinical data

July 24, 2025July 25, 2025npj Digital Medicine

Early prediction of disability progression in multiple sclerosis (MS) remains challenging despite its critical importance for therapeutic decision-making. We present the first systematic evaluation of personalized federated learning (PFL) for 2-year MS disability progression…

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ZeOmega Partners with Massachusetts Health Data Consortium to Launch Nation’s First Statewide FHIR-Based Prior Authorization System

ZeOmega Partners with Massachusetts Health Data Consortium to Launch Nation’s First Statewide FHIR-Based Prior Authorization System

July 16, 2025July 16, 2025HIT Consultant

What You Should Know: 

– ZeOmega®, a population health and interoperability technology company announced it has been selected by the Massachusetts Health Data Consortium (MHDC), a nonprofit advancing health data sharing, to transform prior authorization…

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AI tool for cancer detection to be trialled at seven NHS hospitals

AI tool for cancer detection to be trialled at seven NHS hospitals

July 14, 2025July 14, 2025Digital Health

An AI-powered tool designed for prostate cancer detection, QP-Prostate by Quibim, has been selected for rollout across seven NHS hospitals in England.
This two-year initiative, announced on July 9, 2025, aims to enhance early diagnosis…

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How machine learning on real world clinical data improves adverse event recording for endoscopy

How machine learning on real world clinical data improves adverse event recording for endoscopy

July 10, 2025July 10, 2025npj Digital Medicine

Endoscopic interventions are essential for diagnosing and treating gastrointestinal conditions. Accurate and comprehensive documentation is crucial for enhancing patient safety and optimizing clinical outcomes; however, adverse events remain underreported. This study evaluates a machine…

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Universal Patient Record - Life Sciences Today Podcast Episode 16

Universal Patient Record – Life Sciences Today Podcast Episode 16

July 3, 2025July 4, 2025Healthcare IT Today

We're excited to be back for another episode of the Life Sciences Today Podcast by Healthcare IT Today. My guest today is Troy Astorino, Co-Founder and CTO at PicnicHealth. PicnicAI can collect medical records…

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With respect to healthcare, I see digital transformation as a formula: simplified patient journey + streamlined employee workflow = a memorable experience. The ability to distill the patient touch points down to only what is necessary, make the behind-the-scenes workflow less cumbersome (reducing silos and friction points) and accelerate the entire throughput with carefully selected and complementary technology is the essence of digital transformation. Process is always upstream from technology, and any digital effort should take that into consideration.

Tom Barnett

Recent Posts

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    Monday Morning Update 12/8/25

    December 7, 2025December 7, 2025Comments Off on Monday Morning Update 12/8/25
  • Innovative approach is key for early-stage startups

    Innovative approach is key for early-stage startups

    December 6, 2025December 6, 2025Comments Off on Innovative approach is key for early-stage startups
  • Integrate EMS data into hospital systems to enhance ED operations

    Integrate EMS data into hospital systems to enhance ED operations

    December 5, 2025December 6, 2025Comments Off on Integrate EMS data into hospital systems to enhance ED operations
  • Transparency Trap: Why Commercial Negotiated Hospital Rates Are Up to 32% Higher Than Cash Prices

    Transparency Trap: Why Commercial Negotiated Hospital Rates Are Up to 32% Higher Than Cash Prices

    December 5, 2025December 6, 2025Comments Off on Transparency Trap: Why Commercial Negotiated Hospital Rates Are Up to 32% Higher Than Cash Prices
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