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#healthtech

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Nuovo studio supportato da Apple rivela: i dati comportamentali raccolti dai wearable (movimento, sonno, esercizio) possono essere indicatori di salute più affidabili delle misurazioni biometriche tradizionali. Il modello WBM lo dimostra. #HealthTech #AI #WearableTech

kiro.it/nXlMD

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arXiv.orgBeyond Sensor Data: Foundation Models of Behavioral Data from Wearables Improve Health PredictionsWearable devices record physiological and behavioral signals that can improve health predictions. While foundation models are increasingly used for such predictions, they have been primarily applied to low-level sensor data, despite behavioral data often being more informative due to their alignment with physiologically relevant timescales and quantities. We develop foundation models of such behavioral signals using over 2.5B hours of wearable data from 162K individuals, systematically optimizing architectures and tokenization strategies for this unique dataset. Evaluated on 57 health-related tasks, our model shows strong performance across diverse real-world applications including individual-level classification and time-varying health state prediction. The model excels in behavior-driven tasks like sleep prediction, and improves further when combined with representations of raw sensor data. These results underscore the importance of tailoring foundation model design to wearables and demonstrate the potential to enable new health applications.

DATE: July 11, 2025 at 08:30AM
SOURCE: DIGITALHEALTH.NET

TITLE: United Lincolnshire Teaching Hospitals selects EPR provider

URL: digitalhealth.net/2025/07/unit

United Lincolnshire Teaching Hospitals has signed a contract with Nervecentre for an EPR, moving closer to digitised patient health records.

URL: digitalhealth.net/2025/07/unit

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Digital Health · United Lincolnshire Teaching Hospitals selects EPR providerUnited Lincolnshire Teaching Hospitals has signed a contract with Nervecentre for an EPR, moving closer to digitised patient health records.

DATE: July 11, 2025 at 06:30AM
SOURCE: DIGITALHEALTH.NET

TITLE: Digital housing care project highlights benefits of smart tech

URL: digitalhealth.net/2025/07/digi

A six-month housing project involving the use of smart sensors has demonstrated benefits for both tenants and housing providers.

URL: digitalhealth.net/2025/07/digi

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DATE: July 11, 2025 at 03:30AM
SOURCE: DIGITALHEALTH.NET

TITLE: Digital Health’s monthly roundup of contracts and go lives

URL: digitalhealth.net/2025/07/digi

This contracts and go lives roundup features an EPR rollout at Herefordshire and Worcestershire Health and Care NHS Trust.

URL: digitalhealth.net/2025/07/digi

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DATE: July 10, 2025 at 08:30AM
SOURCE: DIGITALHEALTH.NET

TITLE: NHS SE London uses data to plan women’s and girls’ health hubs

URL: digitalhealth.net/2025/07/nhs-

NHS South East London has identified the best sites for its first two women’s and girls’ health hubs using spatial analysis.

URL: digitalhealth.net/2025/07/nhs-

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Digital Health · NHS SE London uses data to plan women’s and girls’ health hubsNHS South East London has identified the best sites for its first two women’s and girls’ health hubs using spatial analysis

DATE: July 10, 2025 at 06:35AM
SOURCE: DIGITALHEALTH.NET

TITLE: Digital leaders ‘invigorated’ by 10 year plan ask for workforce support to make it reality

URL: digitalhealth.net/2025/07/digi

Senior digital leaders in NHS trusts have hailed “patient-centric” 10  year plan for putting digital and data “front and centre” of the government’s drive to transform the health service. But they warn that a huge piece of work on delivery is required to fill in the missing detail, unpick “contradictions” and support the digital workforce.

URL: digitalhealth.net/2025/07/digi

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DATE: July 10, 2025 at 06:30AM
SOURCE: DIGITALHEALTH.NET

TITLE: Digital Health Coffee Time Briefing ☕

URL: digitalhealth.net/2025/07/digi

Today's briefing includes a new EPS for Barking, Havering and Redbridge University Hospitals and the government's cybersecurity plans.

URL: digitalhealth.net/2025/07/digi

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DATE: July 10, 2025 at 03:30AM
SOURCE: DIGITALHEALTH.NET

TITLE: Two technologies tackling brain injury awarded £3m NIHR funding

URL: digitalhealth.net/2025/07/two-

Two medical technologies tackling brain injury have received a share of £3m from the National Institute for Health and Care Research (NIHR).

URL: digitalhealth.net/2025/07/two-

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DATE: July 09, 2025 at 08:30AM
SOURCE: DIGITALHEALTH.NET

TITLE: Somerset launches electronic treatment escalation plans

URL: digitalhealth.net/2025/07/some

Somerset has launched a feature which enables patients to record their care preferences within the region's shared care record.

URL: digitalhealth.net/2025/07/some

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Digital Health · Somerset launches electronic treatment escalation plansSomerset has launched a feature which enables patients to record their care preferences within the region's shared care record.

DATE: July 09, 2025 at 06:20AM
SOURCE: DIGITALHEALTH.NET

TITLE: Neighbourhood health services scheme to roll out from September

URL: digitalhealth.net/2025/07/neig

The UK government has initiated the rollout of new neighbourhood health services, aiming to bring NHS care closer to home.

URL: digitalhealth.net/2025/07/neig

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DATE: July 09, 2025 at 03:30AM
SOURCE: DIGITALHEALTH.NET

TITLE: Birmingham Community Healthcare flags cyber security risk

URL: digitalhealth.net/2025/07/birm

Birmingham Community Healthcare NHS Foundation Trust (BCHC) has flagged an exposed vulnerability that could lead to a cyber attack. 

URL: digitalhealth.net/2025/07/birm

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DATE: July 08, 2025 at 08:30AM
SOURCE: DIGITALHEALTH.NET

TITLE: Augmented reality mental health crisis training app developed

URL: digitalhealth.net/2025/07/augm

Tees, Esk and Wear Valleys NHS FT and Teesside Uni have co-developed an augmented reality mental health crisis simulation training app.

URL: digitalhealth.net/2025/07/augm

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DATE: July 08, 2025 at 06:30AM
SOURCE: DIGITALHEALTH.NET

TITLE: Digital Health Coffee Time Briefing ☕

URL: digitalhealth.net/2025/07/digi

Find out more about two new PAS launches and the news that all babies born in the UK could have their DNA mapped within the decade.

URL: digitalhealth.net/2025/07/digi

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Digital Health · Digital Health Coffee Time Briefing ☕Find out more about two new PAS launches and the news that all babies born in the UK could have their DNA mapped within the decade.

DATE: July 08, 2025 at 03:30AM
SOURCE: DIGITALHEALTH.NET

TITLE: NHS spending £230m annually on paper patient records

URL: digitalhealth.net/2025/07/nhs-

New analysis by Future Health Intelligence has found that the majority of NHS trusts still spend large sums to maintain paper medical records. 

URL: digitalhealth.net/2025/07/nhs-

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DATE: July 07, 2025 at 08:30AM
SOURCE: DIGITALHEALTH.NET

TITLE: Barnsley Hospital to implement care coordination centre

URL: digitalhealth.net/2025/07/barn

Barnsley Hospital NHS Foundation Trust has signed a long-term contract with TeleTracking UK to implement a care coordination centre.

URL: digitalhealth.net/2025/07/barn

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DATE: July 07, 2025 at 06:00AM
SOURCE: DIGITALHEALTH.NET

TITLE: Facial recognition app for pain receives more funding

URL: digitalhealth.net/2025/07/faci

PainChek's facial recognition app has received funding to support a further 994 people in Bedfordshire, Luton and Milton Keynes (BLMK).

URL: digitalhealth.net/2025/07/faci

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Digital Health · Facial recognition app for pain receives more fundingPainChek's facial recognition app has received funding to support a further 994 people in Bedfordshire, Luton and Milton Keynes (BLMK).

DATE: July 04, 2025 at 06:00AM
SOURCE: DIGITALHEALTH.NET

TITLE: BMA warns GP online consultation changes may cause waiting lists

URL: digitalhealth.net/2025/07/bma-

BMA leaders have warned that making GP practices keep online tools open all day will risk a spike in workload and could create waiting lists.

URL: digitalhealth.net/2025/07/bma-

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DATE: July 04, 2025 at 03:30AM
SOURCE: DIGITALHEALTH.NET

TITLE: What does the 10 year plan mean for digital?

URL: digitalhealth.net/2025/07/what

Digital Health takes a look at the government’s 10 year health plan for the NHS, which includes new tools for the NHS App, such as My Health.

URL: digitalhealth.net/2025/07/what

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DATE: July 03, 2025 at 06:00AM
SOURCE: DIGITALHEALTH.NET

TITLE: NICE welcomes the equal treatment of health tech with medicines

URL: digitalhealth.net/2025/07/nice

NICE has welcomed the inclusion of a rules-Based pathway for medical technologies in the government's upcoming NHS 10 year health plan.

URL: digitalhealth.net/2025/07/nice

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DATE: July 03, 2025 at 03:30AM
SOURCE: DIGITALHEALTH.NET

TITLE: NHS will be ‘digital by default’ under 10 year health plan

URL: digitalhealth.net/2025/07/nhs-

Keir Starmer will launch the government’s 10 year health plan today by setting out plans for the NHS to be ‘digital by default’.

URL: digitalhealth.net/2025/07/nhs-

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Digital Health · NHS will be ‘digital by default’ under 10 year health planKeir Starmer will launch the government’s 10 year health plan today by setting out plans for the NHS to be ‘digital by default’.