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Catharina Ziekenhuis

Full company profile

uuid000es2n

Namestring
Catharina Ziekenhuis
Legal namestring
Stichting Catharina Ziekenhuis
Company typeenum
Private
Founded yearint
1843
Operating statusenum
Operating
Ownership categoryenum
Headcount rangeband
1,001–5,000
akta.pro rankint
HeadquartersEindhoven, Netherlands
HQ citystring
Eindhoven
HQ countrystring
Netherlands
HQ regionstring
Europe
Markets served

Serves global market

Offices1 record

Each record includes

City, Country, Type, Description, Source

Keyword5 values
hospital healthcare services, cardiovascular care, oncology treatment, telemonitoring programs, clinical training hospital
Industry3 codes
1Cardiac & Cardiothoracic Specialty Hospitals
CodeHLAFAHAAPrimaryYes
2General Cardiology (Consultative)
CodeHLAKABAAPrimaryNo
3Cardiovascular / Cath Lab & Electrophysiology Centers
CodeHLAFAIAIPrimaryNo
NAICS code2 codes
  • General Medical and Surgical Hospitals6221
  • Specialty (except Psychiatric and Substance Abuse) Hospitals622310
SIC code1 code
  • Services-General Medical & Surgical Hospitals, Nec8062
Product category
Hospital Healthcare Services
GTM motion1 record

Each record includes

Type, Description, Source

Revenue model1 record
1Healthcare Services Revenue
TypeSubscription Recurring
Description

As a Dutch general hospital, Catharina Ziekenhuis generates revenue through contracted healthcare services reimbursed by Dutch health insurers. Services are billed through the Dutch Diagnosis Treatment Combination (DBC) system.

catharinaziekenhuis.nl
Marketing channels9 records

Each record includes

Title, Type, Stage, Description, Source

Distribution channels5 records

Each record includes

Title, Type, Scope, Target buyer, Description, Source

Cost components6 values
Personnel, Operations, Technology or R&D, Infrastructure, Marketing or Sales, Supply Chain
Pricing details1 tier
1Healthcare services covered by Dutch health insurance
ModelOtherBilling cadenceMulti-year contract
Notes

Hospital care in the Netherlands is covered by mandatory basic health insurance. Patients may have deductibles (eigen risico) and copayments depending on their insurance plan. The hospital has contracts with Dutch health insurers.

catharinaziekenhuis.nl
GTM typeB2C
B2C
Offering typeServices
Services
Brand1 of 4 records shown
1MijnCatharina
Description

Digital patient portal allowing patients to view records, schedule appointments, and communicate with healthcare providers 24/7.

catharinaziekenhuis.nl
+3 more records
Core offering1 text field

Catharina Ziekenhuis is a top clinical (topklinisch) teaching hospital in Eindhoven, Netherlands, providing comprehensive inpatient and outpatient medical services. Its core offerings include the Catharina Hart- en Vaatcentrum (the largest heart and vascular center in the Netherlands), the Catharina Kanker Instituut (Cancer Institute), emergency care, surgical interventions, maternity and pediatric services, and home monitoring/telemonitoring programs for chronic conditions. The hospital also offers clinical training for doctors, nurses, and paramedical professions, and is a member of the Santeon network of seven leading Dutch hospitals.

Differentiator
Functional benefit
Problem solved
Quantifiable outcome1 of 3 values shown
  • 8.7/10 patient satisfaction rating
+2 more records
Product overview1 text field

Catharina Ziekenhuis operates as a top-clinical teaching hospital in Eindhoven, Netherlands, offering a unified digital patient services ecosystem anchored by the MijnCatharina portal (core product). The MijnCatharina portal is supplemented by the HiX Patiënt mobile app (ChipSoft), which links to the portal via DigiD authentication, providing consolidated mobile access to medical records and appointments. For clinical care, the hospital has deployed Qure.ai's qXR AI solution as a dedicated radiology module for chest X-ray lung nodule detection, operating within an opportunistic screening pathway. Secure communication with patients and external parties is handled via Zivver, a secure messaging platform that replaces standard unencrypted email for sensitive correspondence.

Product and service8 records
1Catharina Hart- en Vaatcentrum (Heart and Vascular Center)
CategoryCardiology and cardiac surgery
2Catharina Kanker Instituut (Cancer Institute)
CategoryOncology and cancer treatment
3MijnCatharina Patient Portal
CategoryDigital patient services
4Radiology (Radiologie) Department
CategoryDiagnostic imaging services
5Emergency Department (Spoedeisende Hulp)
CategoryEmergency and acute care services
6Home Monitoring and Telemonitoring Programs
CategoryRemote patient monitoring and digital care
7Qure.ai qXR AI Lung Nodule Detection
CategoryAI-assisted diagnostic imaging
8Catharina Health Foundation
CategoryResearch funding and hospital foundation
Scale indicator4 records

Each record includes

Type, Value, Description, Source

Partnership11 partners
Strategic tierCoreTypeTechnology or IntegrationAnnounced on2025-12-09
Description

Implementation of Qure.ai's qXR artificial intelligence solution for detecting potentially cancerous lung nodules on chest X-rays. The AI-enabled program aims to flag subtle nodules that radiologists might miss and reduce variation in referral decisions across different experience levels. This is a clinical technology integration to enhance diagnostic accuracy.

Strategic tierCoreTypeStrategic or Co-development Partner
Description

Catharina Ziekenhuis is a member of the Santeon network, a collaboration of seven top clinical hospitals in the Netherlands focused on continuous improvement of care quality through data-driven innovation and knowledge sharing among medical professionals.

Strategic tierMinorTypeStrategic or Co-development Partner
Description

Partner hospital implementing the same Qure.ai qXR AI solution for lung nodule detection, allowing for potential knowledge sharing and comparison of implementation outcomes.

Strategic tierCoreTypeTechnology or Integration
Description

Extended partnership with Medtronic to build future-proof healthcare. Medtronic provides medical technology and devices supporting various treatments and procedures at the hospital.

5MÁSTRO (Radiotherapy Clinic)
Strategic tierCoreTypeStrategic or Co-development Partner
Description

Collaboration between MÁSTRO radiotherapy clinic and Catharina Ziekenhuis for better cancer care in southeast Netherlands, combining expertise in radiation therapy with comprehensive hospital care.

Strategic tierCoreTypeStrategic or Co-development Partner
Description

Collaboration on Brainport Diagnostics for shared diagnostic services and strengthening continuity of care in the Brainport region. Also cooperation on medical microbiology services for the next ten years.

Strategic tierCoreTypeStrategic or Co-development Partner
Description

Bundled collaboration in medical microbiology for the next ten years, combining expertise to improve diagnostic capabilities in the region.

Strategic tierCoreTypeStrategic or Co-development Partner
Description

Received over 13 million euros for pancreatic cancer research together with TU/e. Also collaboration on cardiac research, AI projects, and development of new urinalysis testing. The partnership leverages TU/e's technical and data science expertise for medical applications.

Strategic tierMinorTypeStrategic or Co-development Partner
Description

Subsidy-funded project against medicine waste involving collaboration between Catharina Ziekenhuis, Vitalis, and Archipel, focusing on sustainable healthcare practices in the region.

Strategic tierCoreTypeTechnology or Integration
Description

Provider of the HiX hospital information system and HiX Patiënt app used for patient portal, appointment scheduling, and medical records access.

Strategic tierCoreTypeTechnology or Integration
Description

Secure email communication platform used by Catharina Ziekenhuis to safely send emails containing sensitive or personal information to patients and other healthcare providers.

Recent move6 records

Each record includes

Date, Type, Title, Description, Source

Expansion highlight5 records

Each record includes

Type, Description

Peers10 records
TypeBroad incumbent
Description

Amsterdam UMC (merger of AMC and VUmc) is a major Dutch academic center that competes with Catharina for complex specialty referrals, research funding, and AI/digital health innovation partnerships.

TypeDirect peer
Description

Martini Ziekenhuis (Groningen) is a fellow Santeon member and STZ-accredited top-clinical teaching hospital, structurally and operationally comparable to Catharina in terms of service mix, teaching role, and non-profit foundation status.

TypeBroad incumbent
Description

Erasmus MC (Rotterdam) is one of the largest Dutch academic medical centers, competing with Catharina for tertiary referrals, complex cardiac care, oncology cases, and research prestige across the Netherlands.

TypeDirect peer
Description

OLVG is one of the seven Santeon top-clinical teaching hospitals in the Netherlands (Amsterdam), operating as a large non-profit foundation with similar multi-specialty services and STZ accreditation, making it a directly comparable non-academic peer to Catharina Ziekenhuis.

TypeDirect peer
Description

Maasstad Ziekenhuis (Rotterdam) is the seventh Santeon member hospital, an STZ top-clinical teaching institution with comparable service breadth, teaching role, and digital health investments to Catharina Ziekenhuis.

TypeBroad incumbent
Description

UMC Utrecht is a Dutch academic medical center and direct joint implementation partner with Catharina for the Qure.ai qXR lung nodule AI program, competing for tertiary referrals and research collaboration.

TypeDirect peer
Description

Maxima MC (Veldhoven, near Eindhoven) is a regional STZ teaching hospital with which Catharina has active co-development partnerships (Brainport Diagnostics, microbiology); it directly competes for patients in the same Brainport catchment.

TypeDirect peer
Description

St. Antonius Ziekenhuis (Nieuwegein/Utrecht) is a Santeon top-clinical teaching hospital with nationally recognized cardiac and pulmonary programs, directly comparable to Catharina's flagship heart/vascular center and pulmonology services.

TypeDirect peer
Description

Medisch Spectrum Twente (Enschede) is a Santeon member and STZ top-clinical teaching hospital offering comparable multi-specialty acute care, digital patient services, and regional referral dynamics analogous to Catharina.

TypeDirect peer
Description

CWZ (Nijmegen) is a Santeon member and STZ top-clinical teaching hospital with a similar regional-referral model and comparable teaching/research footprint to Catharina.

Market position
Strengths5 records

Each record includes

Headline, Details, Source

Weaknesses5 records

Each record includes

Headline, Details, Source

Competitive moat6 records

Each record includes

Type, Details

Key risks6 records

Each record includes

Headline, Details, Source

Key highlights7 records

Each record includes

Headline, Details, Source

Customer concentration

Classification, Details

Named customers1 record

Each record includes

Name, Industry, Type, Use case, Source, UUID

Segment4 records

Each record includes

Title, Type, Primary, Description, Pain point addressed, Use case, Source

Ideal customer profile4 records

Each record includes

Profile, Firmographic size, Sales motion, Sales cycle length, Buying structure, Purchase trigger, Buyer persona, Geography, Industry vertical, Primary use case, Description, Pain points, Evidence proof points, Target buyer

Technology focused
No
API detail
Has APIbool
No

Docs URL, Description

Integration4 records

Each record includes

Title, Type, Description, Source

AI capability3 records

Each record includes

Type, Description, Source

AI maturity
App detail

Has app

Feature4 records

Each record includes

Title, Differentiator, Description, Source

Core technology
Revenue estimate
Valuation estimate
Number of profiles
No data
No data
Funding overview

Funding stage, Last funding date, Total funding USD

Funding rounds

Each record includes

Round, Amount USD, Date, Pre money valuation, Total investors, Investors, News

Investors

Each record includes

Name, Type, Date of entry, Rounds participated, Website

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Each record includes

Name, Acquisition type, Announced date, Completed date, Status, Website, News

Investment

Each record includes

Name, Round, Announced date, Lead investor, Website, News

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Catharina Ziekenhuis

Hospital Healthcare Servicescatharinaziekenhuis.nl

Catharina Ziekenhuis firmographics

Firmographics
Name
Catharina Ziekenhuis
Legal name
Stichting Catharina Ziekenhuis
Website
https://catharinaziekenhuis.nl
Company type
Private
Founded year
1843
Operating status
Operating
Headcount range
1,001–5,000 employees
Ownership category
akta.pro rank

Catharina Ziekenhuis industry classification

Industry
Product category
Hospital Healthcare Services
NAICS
General Medical and Surgical Hospitals (6221), Specialty (except Psychiatric and Substance Abuse) Hospitals (622310)
SIC
Services-General Medical & Surgical Hospitals, Nec (8062)
akta.pro primary industry
Cardiac & Cardiothoracic Specialty Hospitals (HLAFAHAA)
akta.pro secondary industries
General Cardiology (Consultative) (HLAKABAA), Cardiovascular / Cath Lab & Electrophysiology Centers (HLAFAIAI)

Keywords

  • Hospital healthcare services
  • Cardiovascular care
  • Oncology treatment
  • Telemonitoring programs
  • Clinical training hospital

Where Catharina Ziekenhuis is headquartered

Location

Headquarters

HQ city
Eindhoven
HQ country
Netherlands
HQ region
Europe

Offices1 record

Markets served

Catharina Ziekenhuis business model

Business model
GTM type
B2C
Offering type
Services
Cost components
Personnel, Operations, Technology or R&D, Infrastructure, Marketing or Sales, Supply Chain

Revenue model

  1. Healthcare Services Revenue: As a Dutch general hospital, Catharina Ziekenhuis generates revenue through contracted healthcare services reimbursed by Dutch health insurers. Services are billed through the Dutch Diagnosis Treatment Combination (DBC) system.

Pricing tiers

ModelBillingPrice
OtherMulti-year contractHealthcare services covered by Dutch health insurance

Go-to-market motion1 record

Distribution channels5 records

Marketing channels9 records

Catharina Ziekenhuis product offering

Product offering

Core offering

Catharina Ziekenhuis is a top clinical (topklinisch) teaching hospital in Eindhoven, Netherlands, providing comprehensive inpatient and outpatient medical services. Its core offerings include the Catharina Hart- en Vaatcentrum (the largest heart and vascular center in the Netherlands), the Catharina Kanker Instituut (Cancer Institute), emergency care, surgical interventions, maternity and pediatric services, and home monitoring/telemonitoring programs for chronic conditions. The hospital also offers clinical training for doctors, nurses, and paramedical professions, and is a member of the Santeon network of seven leading Dutch hospitals.

Product overview

Catharina Ziekenhuis operates as a top-clinical teaching hospital in Eindhoven, Netherlands, offering a unified digital patient services ecosystem anchored by the MijnCatharina portal (core product). The MijnCatharina portal is supplemented by the HiX Patiënt mobile app (ChipSoft), which links to the portal via DigiD authentication, providing consolidated mobile access to medical records and appointments. For clinical care, the hospital has deployed Qure.ai's qXR AI solution as a dedicated radiology module for chest X-ray lung nodule detection, operating within an opportunistic screening pathway. Secure communication with patients and external parties is handled via Zivver, a secure messaging platform that replaces standard unencrypted email for sensitive correspondence.

Differentiator

Problem solved

Functional benefit

Brands

  • MijnCatharina: Digital patient portal allowing patients to view records, schedule appointments, and communicate with healthcare providers 24/7.
  • Catharina Hart- en Vaatcentrum
  • Catharina Kanker Instituut
  • Catharina Health Foundation

Products and services

  • Catharina Hart- en Vaatcentrum (Heart and Vascular Center)
  • Catharina Kanker Instituut (Cancer Institute)
  • MijnCatharina Patient Portal
  • Radiology (Radiologie) Department
  • Emergency Department (Spoedeisende Hulp)
  • Home Monitoring and Telemonitoring Programs
  • Qure.ai qXR AI Lung Nodule Detection
  • Catharina Health Foundation

Quantifiable outcome

  • 8.7/10 patient satisfaction rating
  • +2 more outcomes

Companies that use Catharina Ziekenhuis

Customer profile

Named customers1 record

Segments4 records

Ideal customer profiles4 records

Catharina Ziekenhuis technology and API

Technology

Technology focussed No

API detail

Has API
No
API docs
API detail

Core technology

AI maturity

App detail

Integration4 records

AI capability3 records

Feature4 records

Catharina Ziekenhuis partnerships and signals

Strategic signal

Partnerships

Eleven partnerships are on record, tiered core and minor.

  • Qure.aicoreTechnology or Integration · 9 December 2025Implementation of Qure.ai's qXR artificial intelligence solution for detecting potentially cancerous lung nodules on chest X-rays. The AI-enabled program aims to flag subtle nodules that radiologists might miss and reduce variation in referral decisions across different experience levels. This is a clinical technology integration to enhance diagnostic accuracy.
  • SanteoncoreStrategic or Co-development PartnerCatharina Ziekenhuis is a member of the Santeon network, a collaboration of seven top clinical hospitals in the Netherlands focused on continuous improvement of care quality through data-driven innovation and knowledge sharing among medical professionals.
  • University Medical Center UtrechtminorStrategic or Co-development PartnerPartner hospital implementing the same Qure.ai qXR AI solution for lung nodule detection, allowing for potential knowledge sharing and comparison of implementation outcomes.
  • MedtroniccoreTechnology or IntegrationExtended partnership with Medtronic to build future-proof healthcare. Medtronic provides medical technology and devices supporting various treatments and procedures at the hospital.
  • MÁSTRO (Radiotherapy Clinic)coreStrategic or Co-development PartnerCollaboration between MÁSTRO radiotherapy clinic and Catharina Ziekenhuis for better cancer care in southeast Netherlands, combining expertise in radiation therapy with comprehensive hospital care.
  • Maxima MCcoreStrategic or Co-development PartnerCollaboration on Brainport Diagnostics for shared diagnostic services and strengthening continuity of care in the Brainport region. Also cooperation on medical microbiology services for the next ten years.
  • RadboudumccoreStrategic or Co-development PartnerBundled collaboration in medical microbiology for the next ten years, combining expertise to improve diagnostic capabilities in the region.
  • TU/e (Eindhoven University of Technology)coreStrategic or Co-development PartnerReceived over 13 million euros for pancreatic cancer research together with TU/e. Also collaboration on cardiac research, AI projects, and development of new urinalysis testing. The partnership leverages TU/e's technical and data science expertise for medical applications.
  • Vitalis and ArchipelminorStrategic or Co-development PartnerSubsidy-funded project against medicine waste involving collaboration between Catharina Ziekenhuis, Vitalis, and Archipel, focusing on sustainable healthcare practices in the region.
  • ChipSoft (HiX)coreTechnology or IntegrationProvider of the HiX hospital information system and HiX Patiënt app used for patient portal, appointment scheduling, and medical records access.
  • ZIVVERcoreTechnology or IntegrationSecure email communication platform used by Catharina Ziekenhuis to safely send emails containing sensitive or personal information to patients and other healthcare providers.

Scale indicators4 records

Recent moves6 records

Expansion highlights5 records

Catharina Ziekenhuis competitors and assessment

Company assessment

Broad incumbents

  • Amsterdam UMC: Amsterdam UMC (merger of AMC and VUmc) is a major Dutch academic center that competes with Catharina for complex specialty referrals, research funding, and AI/digital health innovation partnerships.
  • Erasmus MC: Erasmus MC (Rotterdam) is one of the largest Dutch academic medical centers, competing with Catharina for tertiary referrals, complex cardiac care, oncology cases, and research prestige across the Netherlands.
  • UMC Utrecht: UMC Utrecht is a Dutch academic medical center and direct joint implementation partner with Catharina for the Qure.ai qXR lung nodule AI program, competing for tertiary referrals and research collaboration.

Direct peers

  • Martini Ziekenhuis: Martini Ziekenhuis (Groningen) is a fellow Santeon member and STZ-accredited top-clinical teaching hospital, structurally and operationally comparable to Catharina in terms of service mix, teaching role, and non-profit foundation status.
  • OLVG: OLVG is one of the seven Santeon top-clinical teaching hospitals in the Netherlands (Amsterdam), operating as a large non-profit foundation with similar multi-specialty services and STZ accreditation, making it a directly comparable non-academic peer to Catharina Ziekenhuis.
  • Maasstad Ziekenhuis: Maasstad Ziekenhuis (Rotterdam) is the seventh Santeon member hospital, an STZ top-clinical teaching institution with comparable service breadth, teaching role, and digital health investments to Catharina Ziekenhuis.
  • Maxima MC: Maxima MC (Veldhoven, near Eindhoven) is a regional STZ teaching hospital with which Catharina has active co-development partnerships (Brainport Diagnostics, microbiology); it directly competes for patients in the same Brainport catchment.
  • St. Antonius Ziekenhuis: St. Antonius Ziekenhuis (Nieuwegein/Utrecht) is a Santeon top-clinical teaching hospital with nationally recognized cardiac and pulmonary programs, directly comparable to Catharina's flagship heart/vascular center and pulmonology services.
  • Medisch Spectrum Twente: Medisch Spectrum Twente (Enschede) is a Santeon member and STZ top-clinical teaching hospital offering comparable multi-specialty acute care, digital patient services, and regional referral dynamics analogous to Catharina.
  • Canisius-Wilhelmina Ziekenhuis (CWZ): CWZ (Nijmegen) is a Santeon member and STZ top-clinical teaching hospital with a similar regional-referral model and comparable teaching/research footprint to Catharina.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks6 records

Key highlights7 records

Customer concentration

Catharina Ziekenhuis social profiles

Digital presence

Catharina Ziekenhuis financial estimates

Financial estimate

Revenue estimate

Valuation estimate

Catharina Ziekenhuis leadership team

Management profile

Number of profiles

Catharina Ziekenhuis funding detail

Funding detail

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

Catharina Ziekenhuis M&A and investment

M&A and investment

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Catharina Ziekenhuis

What does Catharina Ziekenhuis do?

Catharina Ziekenhuis is a top clinical (topklinisch) teaching hospital in Eindhoven, Netherlands, providing comprehensive inpatient and outpatient medical services. Its core offerings include the Catharina Hart- en Vaatcentrum (the largest heart and vascular center in the Netherlands), the Catharina Kanker Instituut (Cancer Institute), emergency care, surgical interventions, maternity and pediatric services, and home monitoring/telemonitoring programs for chronic conditions. The hospital also offers clinical training for doctors, nurses, and paramedical professions, and is a member of the Santeon network of seven leading Dutch hospitals.

Is Catharina Ziekenhuis a public or private company?

Catharina Ziekenhuis is a private company. It is classified as nonprofit foundation owned and is currently operating.

When was Catharina Ziekenhuis founded?

Catharina Ziekenhuis was founded in 1843. It employs 1,001 to 5,000 people.

Where is Catharina Ziekenhuis based?

Catharina Ziekenhuis is headquartered in Eindhoven, Netherlands, in the Europe region.

How does Catharina Ziekenhuis make money?

One revenue line is on record: healthcare Services Revenue.

Who are Catharina Ziekenhuis's main competitors?

Broad incumbents on record are Amsterdam UMC, Erasmus MC and UMC Utrecht. Direct peers are Martini Ziekenhuis, OLVG, Maasstad Ziekenhuis, Maxima MC, St. Antonius Ziekenhuis, Medisch Spectrum Twente and Canisius-Wilhelmina Ziekenhuis (CWZ).

Does Catharina Ziekenhuis have an API?

No public API is recorded for Catharina Ziekenhuis.

What industry is Catharina Ziekenhuis in?

Catharina Ziekenhuis's product category is Hospital Healthcare Services. Its primary akta.pro industry code is HLAFAHAA, Cardiac & Cardiothoracic Specialty Hospitals, with a secondary code of HLAKABAA, General Cardiology (Consultative). Its NAICS code is 6221 and its SIC code is 8062.

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Live signals
Eindhoven University of TechnologyThe future of healthcare: how young researchers view AI and Big DataPhD students from Eindhoven University of Technology and Catharina Hospital discussed the integration of AI in healthcare, emphasizing its role as a supportive tool for doctors rather than a replacement. The researchers highlighted critical challenges regarding data quality, algorithmic bias, and liability while praising collaborative efforts to bridge the gap between technology and clinical practice. They noted that despite strict regulations slowing implementation, initiatives like the Ludwig platform are facilitating secure data access for training models.Healthcare business newsTwo Dutch hospitals implement AI for lung nodule detection on chest X-raysTwo Dutch hospitals, Catharina Ziekenhuis in Eindhoven and University Medical Center Utrecht, are integrating Qure.ai's artificial intelligence solution qXR into their chest X-ray workflows to detect potentially cancerous lung nodules earlier. The AI-enabled program aims to flag subtle nodules that radiologists might miss and reduce variation in referral decisions across different experience levels. The approach establishes opportunistic screening pathways, allowing nodule detection even when patients are scanned for unrelated reasons.Eindhoven University of TechnologyFrom data to decisiveness at the bedside: technology for a pleasant and fast recoveryResearchers Anouk van Diepen and Tom Bakkes defended their joint PhD dissertations at TU/e on April 3, 2025, presenting innovations aimed at improving intensive care unit (ICU) outcomes through advanced modeling and algorithms. Their work involves simulating patient breathing behavior to optimize ventilator settings and developing predictive algorithms to identify deteriorating patients earlier in nursing wards. The research was conducted under the e/MTIC partnership, which includes Catharina Hospital, TU/e, Máxima MC, Kempenhaeghe, and Philips.