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Funding and advertised pay are reported in USD; filed accounts retain their stated source currency and basis.

Exchange-rate basis

Indicative conversions use ECB reference rates dated 2026-09-14, applied consistently across all periods. They are not historical exchange rates. Indian rupees may use crore (1 crore = 10 million); other currencies use K, M and B. CSV downloads, source documents and quoted news headlines retain their original currencies.

THE DALLAS EDITION 2026

Dallas’s
healthtech industry,
in focus.

The companies, capital and talent shaping healthtech in Dallas. Find the leaders. Understand the segments. See where the activity is.

Explore in Radar Read the key signals
Snapshot: Funding in USD
Illustrated cover for Healthtech Industry Landscape of Dallas
US
COMPANIES · CAPITAL · TALENT

An industry ecosystem,
measured in context.

Healthtech illustration
Companies tracked 263Healthtech ecosystem in Dallas Disclosed funding $3.64B53 companies · all recorded rounds Companies hiring 22With open roles at the snapshot Tracked open roles 780 employers posted in the preceding 30 days
MEET THE COMPANIES

Explore Dallas’s healthtech leaders

20 featured companies from the funding, hiring, revenue and team-size leaderboards.

Expand panel +
Explore the full landscape
Healthtech company highlights in Dallas, snapshot 5 August 2026
Company
Verilyverily.com$2.81B—1,564—
MicroTranspondermicrotransponder.com$202.81M10 roles33—
Accuro Healthcare Solutionsaccurohealth.com$100M—5—
Spectral MDspectralmd.com$80.93M6 roles71Financial figure available in RadarView in Radar
Perimeter Medperimetermed.com$65.1M—67—
Homecare Homebasehchb.com$56.55M6 roles255—
SpinScispinsci.ai$53M———
Spectralspectral-ai.com$40.72M—77Financial figure available in RadarView in Radar
GI Alliancegialliance.com—11 roles1,434—
Guidehealthguidehealth.com—10 roles——
MealSuitemealsuite.com—10 roles81—
Astanza Laserastanzalaser.com—3 roles29—
Touchstone Medical Imagingtouchstoneimaging.com—3 roles147—
Belluscurabelluscura.com——21—
BroadJumpbroadjumpllc.com——36—
CareLink360carelink360.com————
Loopback Analyticsloopbackanalytics.com——48—
Prolucentprolucent.com——58—
SYNERGEN Healthsynergenhealth.com——5—
abeoabeo.com——550—
20 featured companies

Locked revenue figures are available in Radar; the eight company financial previews stay the same throughout this page. A dash means the figure is outside these featured lists. Revenue years vary by company; the figures are not a like-for-like revenue comparison. Compare annual accounts ↗

Company discovery

Recorded evidence only
THE KEY SIGNALS

Healthtech industry KPIs in Dallas

A few useful ratios bring the size of this ecosystem into perspective.

5 August 2026
Hiring participation8.4%

22 of 263 tracked companies have open roles.

Funding participation22.4%

59 of 263 tracked companies have a recorded round.

Top 3 funding share85.6%

Share of disclosed capital received by the three largest recorded recipients.

Median disclosed round$1.7M

Midpoint of 104 rounds with a disclosed amount.

Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 85.6% of disclosed capital, while 77.6% of tracked companies have no recorded funding round.

Explore the segments →
CAPITAL & COMPANY FORMATION

How Dallas healthtech has grown

Recorded company formation and disclosed funding across the complete annual series shown.

Expand panel +
2016 — 2025

Disclosed funding by year

Sum of recorded funding rounds · USD

Dallas healthtech
$0$299.96M$599.92M$899.88M$1.2B2016: $3.87M20162017: $820.96M20172018: $10.85M20182019: $1.05B20192020: $731.71M20202021: $96.64M20212022: $89.25M20222023: $33.03M20232024: $84.6M20242025: $116.87M2025
View the numbers
Annual healthtech funding and company formation in Dallas
YearFunding (USD)FoundedRaising
2016$3.87M137
2017$820.96M175
2018$10.85M128
2019$1.05B128
2020$731.71M1810
2021$96.64M108
2022$89.25M137
2023$33.03M712
2024$84.6M97
2025$116.87M213
WHERE CAPITAL SITS

Funding concentration

Share of all disclosed company funding.

  • Verily77.2%
  • MicroTransponder5.6%
  • Accuro Healthcare Solutions2.7%
  • Other companies14.4%

Funding by stage

118 recorded rounds since 2016

NUMBER OF ROUNDS
Seed & Angel46 39.0%
Series A–B20 16.9%
Series C+ / PE12 10.2%
Grants, debt & other40 33.9%

Recent recorded rounds

Latest recorded rounds · USD
2 rounds

Swipe or scroll horizontally to browse.

Series D03/2026
Verily $300M

Backed by Series X Capital and Alphabet and others.

Grant (prize money)03/2026
Spectral $31.7M

Backed by Medical Countermeasures.

Largest and notable recorded rounds

Each card is one recorded round
10 cards

Swipe or scroll horizontally to browse.

Series C02/2025
Phyndphynd.com$10M

Backed by Wellington and Bessemer Venture Partners and others.

THE BUSINESS BEHIND THE ACTIVITY

Revenue, profitability & financial strength

Annual accounts for reporting companies linked to this landscape, on like-for-like currency and reporting bases.

Expand panel +
USD · millions · consolidated

Display conversions use the dated reference rates above. Where a verified rate is unavailable, figures retain their source currency. Each reporting cohort keeps its currency and accounting basis separate.

FY2021 · company accounts; aggregate reporting threshold not met · 1 reporting entities from 2 eligible matches.

Revenue in covered accounts—

Sum of reporting-entity revenue; not Dallas market sales.

Net profit / loss—

Combined result for the same cohort.

Aggregate net margin—

Combined net income ÷ combined revenue.

Median company revenue—

The middle covered reporting entity.

Profitable entities—

None of 1 covered entities.

Top-five concentration—

Share of covered revenue from the five largest entities.

Annual account trend

Reported cohort totals by year; coverage is stated for every period.

Bar height shows revenue. Changes in coverage can affect totals.

Profitability has two perspectives

FY2021 · 1 reporting entities

Open the company accounts

Up to eight fixed company previews show financial amounts. Search and sort the wider company list, then continue in Radar.

1 reporting entities
Continue your financial research in Radar

Explore full company accounts and filings.

View financials in Radar ↗
DALLAS · INDUSTRY COHORTS

How does healthtech compare?

Each pair uses the same year, currency and reporting basis. Cohort overlap is disclosed.

IndustryCovered / eligibleRevenue totalMedian revenueNet profit / lossAggregate marginProfitable shareOverlap

Available-account cohorts are not estimates of whole industries. Overlapping entities can occur in more than one cohort; do not add cohort totals.

Coverage, calculations & financial sources

Filed annual accounts for exact designated national identifiers. Every aggregate and peer pair uses one fiscal year, source currency and reporting basis; periods, coverage and overlap are explicit; 2026 partials are excluded.

The same up to eight reporting entities remain open across years, filters and sorts. Other company figures are available in Radar.

Source currencies and accounting bases stay separate. Missing accounts are excluded rather than treated as zero. Exact reporting periods appear on company previews. Annual totals can change with coverage and do not measure growth of a fixed company cohort.

DIGITAL FOOTPRINT

Web traffic, app reach and release cadence

How the Dallas companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.

Most-installed apps

22 of these companies (8.4%) publish at least one Android app — 32 apps in all, carrying 256.5K installs between them.

AppInstallsRatingStore category
Verily MeVerily113.3K4.4Medical
PointCareHomecare Homebase34.5K3.5Medical
TrackOMD-RPM18.1K4.6Health & Fitness
QliqCHAT Secure TextingqliqSOFT17.1K3.6Medical
Hooray HealthHooray Health15.4K2.9Health & Fitness
RxLess™ MarketplaceRxLess11.9K3.1Medical
Ocean FriendsOcean Friends9.6K1.8Health & Fitness
Axxess Care - ProviderAxxess9.4K3.6Medical
AGILE 2026Axxess3.8K—Events
HospiceAxxess3K3.5Medical

Installs are lifetime totals to date at the June 2026 store reading — a measure of reach, not of people using an app today.

App reach by segment

The busiest app inside each of this page’s own segments, with the quarterly release trend behind it (2023Q3–2026Q2).

SegmentAppsInstallsLeading appRelease trend
Healthcare It23205.3KVerily Me 113.3K
Healthcare Booking Platforms732.9KHooray Health 15.4K
Disease Self Management218.3KTrackO 18.1K
B2C E-Commerce316.8KReUnite Fertility App 1.2K
Online Supplement Stores215.5KWellCall360 195
Food Tech22.7KMealSuite Portal 2K
Saas31.3KMDClaim+ 727

A company can carry several segment tags, so these rows overlap and should not be added together. Trend lines are zero-based and share one quarter grid, so a flat line is a quiet segment, not a missing one.

Release cadence by quarter

New apps published, beside apps whose most recent update landed in that quarter — the second bar is how much of the shelf is still being maintained.

2022Q4: 22022Q4: 02022Q42023Q2: 22023Q2: 02023Q22023Q3: 12023Q3: 02023Q32023Q4: 22023Q4: 02023Q42024Q1: 12024Q1: 02024Q12024Q2: 22024Q2: 02024Q22024Q3: 32024Q3: 02024Q32024Q4: 12024Q4: 12024Q42025Q1: 12025Q1: 12025Q12025Q2: 12025Q2: 02025Q22025Q3: 12025Q3: 12025Q3

Darker bars are new releases, lighter bars apps updated. 32 of 32 apps carry a release date. The series ends at 2025Q3, the last quarter that closed before the June 2026 reading.

INSIDE THE INDUSTRY

The Dallas healthtech market map

Explore the segments behind the headline numbers.

Expand panel +

Where companies are building

Rank segments by scale, hiring or disclosed funding.

Enterprise tech154
Enterprise software87
Consumer digital68
Life sciences56
Saas55
Healthtech saas52
Hospital at home13
B2c e-commerce12
Digital diagnostics platforms11
Deep tech9
Loneliness economy8
Remote patient monitoring7

Companies can sit in several segments. Counts and funding overlap.

SEGMENT TO EXPLORE

Enterprise tech

The largest measured segment in this report snapshot.

154companies
13.0%have hiring activity

20 companies hiring · $3.62B disclosed funding

Explore in Radar

How companies make money

Common revenue models; a company can use more than one.

Subscription154
E-commerce - product52
Physical commerce44
Fee-for-service40
Commission on transaction24
Advertising16
E-commerce - service13
Sponsorship2
THE COMPANIES IN MOTION

Who is listing, hiring leaders, launching and winning work

Recorded corporate activity linked to companies in this landscape.

Expand panel +
Recent corporate headlines 10 dated reports
Funding roundsperimetermed.com ↗

Perimeter Medical Imaging AI, Inc. (TSXV: PINK) (OTC: PYNKF) ("Perimeter" or the "Company"), a commercial-stage medical technology company, is pleased to announce that, further to its press release dated April 21, 2026, it has closed the first tranche of its previously announced non-brokered private placement (the "Debenture Offering") of convertible debentures of the Company (the "Convertible Debentures"). Under the first tranche of the Debenture Offering, the Company has issued CDN$2,760,000 (approximately US$2.0 million) principal amount of Convertible Debentures to Adrian Mendes, its Chief Executive Officer. The Company expects to complete additional closings of the Debenture Offering of up to US$3.0 million for aggregate gross proceeds of up to US$5.0 million.

Funding roundsverily.com ↗

Dallas-based Verily has raised a new $300 million investment round led by Series X Capital, with participation from Alphabet, UCHealth, the University of Colorado Anschutz, and other investors.

Funding roundsspectral-ai.com ↗

Spectral AI, Inc. ... received $31.7 million in funding from the Biomedical Advanced Research and Development Authority (“BARDA”) to accelerate and support additional feature aspects for the Company’s DeepView® System

Funding roundssonarahealth.com ↗

Sonara, a hybrid care platform for methadone treatment, has raised new funding from Acumen America, Sorenson Impact Foundation, Boomerang Ventures, and First Trust Capital Partners.

Funding roundsbelluscura.com ↗

has signed a short-term secured convertible loan note to raise up to $1.5 million (£1.1 million) (the "Loan Note").

Funding roundsguidehealth.com ↗

Now Emory also has announced a $10 million investment in Guidehealth.

Mergers & acquisitionsabeo.com ↗

ABEO, a leading global supplier of sports and leisure equipment, today announces the strategic acquisition of 70% of the share capital of Dutch-based ELI Play, a key player in Europe in the design, manufacture and installation of indoor leisure equipment including playgrounds, trampoline parks and Ninja courses.

Funding roundsmicrotransponder.com ↗

Austin, TX-base MicroTransponder®, a leader in innovative stroke recovery solutions, has announced a $65 million Series F financing round to expand the adoption of its FDA-approved Vivistim® Paired VNS™ System.

Funding roundsrefocus-group.com ↗

Refocus Group (Dallas), a device company engaged in the research and development of treatments for eye disorders, reported the closing of an additional interim financing in the amount of $500,000.

Funding roundssynergenhealth.com ↗

In February, Synergen raised $86.3 million through the sale of2.5 million shares at $34.50 per share.

Full recorded event mix

Top 10 categories among 172 recorded events in the 24-month window.

Earnings
61
Funding rounds
38
Leadership moves
20
Company announcements
18
Mergers & acquisitions
7
Board Updates
5
Fda Approval
5
Layoffs
4
IPO activity
3
Regulatory
3
6 activity cards

Swipe or scroll horizontally to browse.

Leadership moves

6 tracked people moves

Jeremy Sobotta

Appointment Chief Financial Officer

Tom Boon

Appointment Chief Executive Officer

Spectral ↗
Vincent S. Capone

Promotion Chief Executive Officer

Spectral ↗
David McGuire

Appointment Chief Financial Officer

Spectral ↗
Vincent Capone

Appointment General Counsel

Ted James

Appointment Chief Medical Officer

Product launches

Products, platforms and features in the recorded window

Claire™ OCT+AI

Imaging Device

Verily ↗
Verily Me

Health App

Workforce actions

2 companies with reported reductions

Verily ↗

Scale not stated rolesstrategic restructuring

67 rolesunknown

Regulatory events

4 recorded events

regulatory decision expectedU.S. Food and Drug Administration (FDA)

FDA clearedU.S. Food and Drug Administration (FDA)

Under substantive reviewU.S. Food and Drug Administration (FDA)

Breakthrough Device Designation grantedUS Food and Drug Administration (FDA)

Litigation

2 tracked suits

Company
Shareholders of Synergen Inc. v synergen

misleading investors about drug AntrilClass Action · Settled

Company
investment partnership of 1,200 members v synergen

data release delay and stock sale allegationsCivil · Settled

Earnings pulse

Reported company results in the recorded window.

5companies
71period observations
12.1%median reported growth

Median across 46 reported growth observations; companies may contribute multiple periods.

Mergers and acquisitions

Company-linked deal reports; status is preserved as recorded.

Acquirer → targetStatusDateValue / context
abeo→eli playAnnounced2025-06-03Not stated in snapshot
abeo→sodexAnnounced2025-06-01Not stated in snapshot
SYNERGEN Health→Zyma S.A.Announced2025-02-14Not stated in snapshot
medassets→Accuro Healthcare Solutions ↗Completed2025-02-14$207.0M
cardinal health→GI Alliance ↗Announced2024-11-18$2.8B
symplr→Phynd ↗Completed2024-09-29Not stated in snapshot

A discussion or rumour is not a completed transaction. An unstated value is not zero.

PEOPLE & OPPORTUNITY

The talent market

400 postings in the preceding 12 months. The full 546-posting snapshot covers 24 employers.

Expand panel +

Most advertised job titles

Front Desk Coordinator I15
Gastroenterologist14
Home Health Aide (Hha)13
Scheduler I11
Clinical Case Manager Social Worker10
Remote Rn Case Manager9
0 internship postings

40 tracked postings mention remote work.

The seniority mix

175 postings specify a level.

unspecified
371
manager
114
senior
31
lead
17
entry
13

Skills employers mention

Top skills across 546 tracked postings in the available jobs snapshot.

Django
22
Snowflake
19
Next.Js
18
Dbt
18
Dagster
12
Python
12
React
12
Azure
11
Aws
11
Gcp
10
ADVERTISED PAY$80.2K/ year

Median across 32 postings with pay data, expressed in USD.

THE PEOPLE BUILDING THE FIELD

Founders and leaders

135 founders and chief executives across 106 companies.

Expand panel +
12 profiles

Swipe or scroll horizontally to browse.

Education networks

13 profiles with education records.

Harvard University
2
Duke University
2
Indian Institute of Science
1
Massachusetts Institute of Technology
1
London Business School (LBS)
1
Harvard Business School
1
University of California (Los Angeles)
1
Stanford University
1

Prior employers

7 profiles with prior-work records.

Google
2
McKinsey
2
Microsoft
1
Goldman Sachs
1
Morgan Stanley
1
Cisco
1

Profiles cover recorded founders and leaders; contact details remain in Radar.

NEWS INTELLIGENCE

How this industry appears in the news

17,952 articles in the measured 12-month window.

Expand panel +
17,952articles in the measured year
4,344articles in 2026Q1
62.7%positive tone in the latest complete year

News volume trends

Healthtech coverage tagged Dallas · articles per complete quarter

02,0224,0446,0668,0882021Q2: 2,9912021Q22021Q3: 4,1942021Q4: 2,8582022Q1: 3,7712022Q2: 3,7122022Q22022Q3: 3,2992022Q4: 3,2982023Q1: 3,4902023Q2: 3,9132023Q22023Q3: 3,4872023Q4: 3,4772024Q1: 4,6192024Q2: 5,0002024Q22024Q3: 4,3182024Q4: 3,7822025Q1: 7,0332025Q2: 3,7372025Q22025Q3: 6,1742025Q4: 3,6862026Q1: 4,3442026Q1
View quarterly article counts
QuarterArticles
2021Q22,991
2021Q34,194
2021Q42,858
2022Q13,771
2022Q23,712
2022Q33,299
2022Q43,298
2023Q13,490
2023Q23,913
2023Q33,487
2023Q43,477
2024Q14,619
2024Q25,000
2024Q34,318
2024Q43,782
2025Q17,033
2025Q23,737
2025Q36,174
2025Q43,686
2026Q14,344

Article volume measures coverage, not market sales.

Tone of coverage over time

2021
6,925 positive · 118 neutral · 5,091 negative
2022
8,649 positive · 220 neutral · 5,194 negative
2023
9,348 positive · 154 neutral · 4,838 negative
2024
11,862 positive · 264 neutral · 5,574 negative
2025
12,920 positive · 343 neutral · 7,339 negative

Leading coverage topics

Healthtech coverage tagged Dallas · ranked by full-period article count.

Administrative And Political Subdivisions4,359,394 articles in the full recorded period
1,002,951 recent · 834,801 prior
Geopolitical Disputes And Contested Areas320,877 articles in the full recorded period
114,288 recent · 85,265 prior
International And Transnational Geographic Entities320,716 articles in the full recorded period
114,211 recent · 85,223 prior
International Political Relations199,241 articles in the full recorded period
61,031 recent · 45,099 prior
Security And Defense Policies140,368 articles in the full recorded period
47,615 recent · 29,611 prior
International Relations And Diplomacy90,847 articles in the full recorded period
25,677 recent · 20,973 prior
Geographic Naming Conventions And Etymology82,170 articles in the full recorded period
45,396 recent · 8,212 prior
Trade Policies And Agreements74,825 articles in the full recorded period
30,262 recent · 27,779 prior
Covid 19 Vaccine Development And Efficacy Trials74,240 articles in the full recorded period
6,586 recent · 1,674 prior
Human Rights Advocacy Reports70,592 articles in the full recorded period
20,831 recent · 20,001 prior

Recent and prior counts use the source comparison windows.

Topics gaining and losing attention

United States comparison coverage

KeywordRecentPriorChange
foreign policy analysis7,2484,84850%
multilateral diplomacy7,0934,37862%
national security strategy7,0753,119127%
bilateral trade5,9154,22140%
diplomatic engagements5,5723,52258%
vaccine candidates5,4451,402288%
vaccine trials4,9311,374259%
vaccination campaigns4,9141,021381%
countries4,2041,897122%
vaccine immunogenicity4,0341,074276%
olympic team selections1,4072,836-50%
olympic trials1,1032,360-53%
ceasefire violations9031,703-47%
summer olympics athletics2091,564-87%
electioneering tactics6651,562-57%

Event and signal lenses

United States comparison coverage

All complete annual cohorts shown
Rising

Regulatory Risk

1,911,493 classified articles

territories, disputed islands, vaccine mandate compliance

42.5% critical · 22.3% positive
Rising

Funding Momentum

376,845 classified articles

public health funding, investment deal, inflation reports fx

46.9% critical · 41.2% positive
Rising

Growth

535,611 classified articles

earnings report, quarterly results, quarterly financials

35.3% critical · 45.4% positive

Healthtech coverage tagged Dallas. Topic labels describe recorded classifications and can include broad context.

RESEARCH SIGNALS

What Healthtech research is working on

8,843 papers in the recorded india scope.

Expand panel +
8,843papers
53,214worldwide comparison pool
8,843India-affiliated papers

Research orientation

Problem-identifying
2,873
Promising
2,633
Descriptive
1,319
Breakthrough
1,054
Cautionary
642
Comparative
257
Critical
65

Contribution mix

Empirical
3,651
Methods-led
2,065
Position pieces
1,549
Reviews
1,524
Theoretical
54

Tone counts: 7,674 positive · 337 neutral · 832 negative.

Common problems researchers identify
2,938 papers · 33.2% of this field
  • Health care996 papers
  • Digital health938 papers
  • Health informatics751 papers
  • Public health452 papers
  • Health administration408 papers
  • Psychological intervention290 papers
  • Nursing research285 papers
  • Mental health213 papers

Landmark: Implementation strategies: recommendations for specifying and reporting

Cautions
642 papers · 7.3% of this field
  • Health care163 papers
  • Digital health145 papers
  • Health informatics142 papers
  • Psychological intervention103 papers
  • Health administration80 papers
  • Public health67 papers
  • Nursing research53 papers
  • Mental health53 papers

Landmark: Realist synthesis: illustrating the method for implementation research

Opportunities
3,687 papers · 41.7% of this field
  • Health care863 papers
  • Digital health805 papers
  • Health informatics689 papers
  • Psychological intervention354 papers
  • Public health299 papers
  • Wearable computer265 papers
  • Health administration261 papers
  • Mental health234 papers

Landmark: Fostering implementation of health services research findings into practice: a consolidated framework for advancing implementation science

Leading institutions

VA Center for Clinical Management Research
23,746
VA Ann Arbor Healthcare System
21,768
Harvard University
21,597
University of Michigan–Ann Arbor
17,508
Louis Stokes Cleveland VA Medical Center
14,821
University of North Carolina at Chapel Hill
9,779

Leading researchers

Laura J. Damschroder
27,157
David C. Aron
14,752
Susan Kirsh
14,676
Rosalind E. Keith
14,545
J Alexander
14,434
Byron J. Powell
12,314
Thomas J. Waltz
7,449
Matthew Chinman
6,163

Highly cited breakthrough-labelled papers

  • Fostering implementation of health services research findings into practice: a consolidated framework for advancing implementation science14,434 citations
  • Mapping ICD-10 and ICD-10-CM Codes to Phecodes: Workflow Development and Initial Evaluation547 citations
  • PRISM framework: a paradigm shift for designing, strengthening and evaluating routine health information systems510 citations
  • Dipole485 citations
  • Polymer Genome: A Data-Powered Polymer Informatics Platform for Property Predictions471 citations

Common problems researchers identify

10,590 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Challenges in Drug DiscoveryCommon problems researchers identify · 01

Challenges in Drug Discovery

1,081 papers

18.0% of this theme group

Researchers highlight difficulties in identifying effective compounds and translating findings into viable therapies.

Drug discovery (305) · Drug (169) · Pharmacogenomics (141) · Drug development (96)

Cancer epigenetics drug discovery and development: the challenge of hitting the mark

Proof of Concept: Network and Systems Biology Approaches Aid in the Discovery of Potent Anticancer Drug Combinations

View research history
YearShare index
2022155.8
2023160.7
2024168.0
2025209.7
Barriers to Telehealth AdoptionCommon problems researchers identify · 02

Barriers to Telehealth Adoption

1,079 papers

18.0% of this theme group

Studies point to accessibility, equity, and evaluation gaps that limit telemedicine’s reach.

Telemedicine (687) · Telehealth (648) · Health care (347) · Nursing (98)

Ensuring full participation of people with disabilities in an era of telehealth

Strategies for Evaluating Telehealth

View research history
YearShare index
2022541.2
2023553.5
2024538.6
2025840.0
Health System Integration IssuesCommon problems researchers identify · 03

Health System Integration Issues

815 papers

13.6% of this theme group

Works examine fragmented administration, informatics, and public‑health coordination hindering service delivery.

Health administration (209) · Nursing research (154) · Health informatics (234) · Public health (215)

Is Europe putting theory into practice? A qualitative study of the level of self-management support in chronic care management approaches

Understanding integrated service delivery: a scoping review of models for noncommunicable disease and mental health interventions in low-and

View research history
YearShare index
202222.0
202320.3
202426.9
202543.6
Limits of Precision MedicineCommon problems researchers identify · 04

Limits of Precision Medicine

815 papers

13.6% of this theme group

Authors discuss obstacles in tailoring treatments to individual disease subtypes and patient genetics.

Precision medicine (602) · Personalized medicine (282) · Cancer (105) · Disease (121)

The growing role of precision and personalized medicine for cancer treatment

Precision Medicine: Disease Subtyping and Tailored Treatment

View research history
YearShare index
2022764.3
20231049.9
2024798.6
2025777.4
Digital Health Implementation GapsCommon problems researchers identify · 05

Digital Health Implementation Gaps

810 papers

13.5% of this theme group

Papers note shortcomings in technology adoption, data standards, and impact on universal health coverage.

Digital health (431) · Health care (328) · Health informatics (149) · Informatics (73)

Technology and Universal Health Coverage: Examining the role of digital health

Digital Health and Health Systems of the Future

View research history
YearShare index
2022540.1
2023553.1
2024540.7
2025849.1
Pandemic‑Driven Telemedicine StrainsCommon problems researchers identify · 06

Pandemic‑Driven Telemedicine Strains

783 papers

13.1% of this theme group

Research flags unequal access and rapid scaling challenges that emerged during COVID‑19.

Pandemic (570) · Coronavirus disease 2019 (384) · 2019-20 coronavirus outbreak (108) · Telemedicine (386)

Telemedicine and health access inequalities during the COVID-19 pandemic

Examining telehealth use among primary care patients, providers, and clinics during the COVID-19 pandemic

View research history
YearShare index
2022661.4
2023443.9
2024330.0
2025212.6
Medical Device Safety ConcernsCommon problems researchers identify · 07

Medical Device Safety Concerns

617 papers

10.3% of this theme group

Studies raise issues around usability, interoperability, and regulatory compliance for health devices.

Medical device (152) · Wearable computer (47) · Health care (152) · Food and drug administration (36)

The Need to Apply Medical Device Informatics in Developing Standards for Safe Interoperable Medical Systems

Medical Device Usability Analyses

View research history
YearShare index
2022564.5
2023577.8
2024564.0
2025876.1

Cautions

2,527 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Cautious Expansion of Home TelehealthCautions · 01

Cautious Expansion of Home Telehealth

619 papers

24.5% of this theme group

Evidence urges careful assessment of cost‑effectiveness and patient outcomes before broader rollout.

Telemedicine (394) · Telehealth (307) · Medical emergency (63) · Health care (134)

Home telehealth for chronic disease management: A systematic review and an analysis of economic evaluations

Transition to telehealth

View research history
YearShare index
2022215.3
2023197.2
2024209.5
2025199.0
Governance and Informatics RisksCautions · 02

Governance and Informatics Risks

400 papers

15.8% of this theme group

Authors caution about data governance, system integration, and staffing challenges in health informatics.

Health informatics (124) · Health administration (73) · Nursing research (49) · Health care (117)

A systematic approach to the planning, implementation, monitoring, and evaluation of integrated health services

INFORMATION SYSTEMS IN HEALTH MANAGEMENT: INNOVATIONS AND CHALLENGES IN THE DIGITAL ERA

View research history
YearShare index
202222.0
202320.3
202426.9
202543.6
COVID‑19 Telehealth Acceptance IssuesCautions · 03

COVID‑19 Telehealth Acceptance Issues

389 papers

15.4% of this theme group

Research highlights patient and clinician hesitancy and variable satisfaction with remote care during the pandemic.

Pandemic (268) · Coronavirus disease 2019 (208) · Telemedicine (212) · Telehealth (177)

Patient Perception of Telehealth Services for Breast and Gynecologic Oncology Care during the COVID-19 Pandemic: A Single Center Survey-base

Community Mental Health Clinicians’ Perspectives on Telehealth During the COVID-19 Pandemic: Mixed Methods Study

View research history
YearShare index
2022548.5
2023379.1
2024244.3
2025190.4
Pharmacogenomics Clinical UncertaintyCautions · 04

Pharmacogenomics Clinical Uncertainty

365 papers

14.4% of this theme group

Papers point to limited evidence and implementation hurdles for genotype‑guided drug therapy.

Pharmacogenomics (86) · Drug discovery (91) · Drug (59) · Pharmacology (33)

Pharmacogenomic Testing and Depressive Symptom Remission: A Systematic Review and <scp>Meta‐Analysis</scp> of Prospective, Controlled Clinic

Warfarin Pharmacogenomics in Diverse Populations

View research history
YearShare index
2022155.8
2023160.7
2024168.0
2025209.7
Digital Mental‑Health Intervention LimitsCautions · 05

Digital Mental‑Health Intervention Limits

289 papers

11.4% of this theme group

Studies discuss efficacy gaps, user engagement, and ethical concerns in digital mental‑health tools.

Psychological intervention (118) · Digital health (104) · Mental health (62) · Intervention (56)

Digital Health Interventions to Enhance Prevention in Primary Care: Scoping Review

Digitization and its Discontents: The Promise and Limitations of Digital Mental Health Interventions

View research history
YearShare index
2022784.7
2023800.0
2024802.5
20251143.3
Precision Oncology Validation GapsCautions · 06

Precision Oncology Validation Gaps

285 papers

11.3% of this theme group

Researchers warn of insufficient clinical validation and reproducibility for targeted cancer therapies.

Precision medicine (127) · Personalized medicine (61) · Cancer (49) · Oncology (37)

Impact of Precision Medicine in Diverse Cancers: A Meta-Analysis of Phase II Clinical Trials

Mechanism-Centric Approaches for Biomarker Detection and Precision Therapeutics in Cancer

View research history
YearShare index
2022764.3
20231049.9
2024798.6
2025777.4
AI Integration Safety ConcernsCautions · 07

AI Integration Safety Concerns

180 papers

7.1% of this theme group

Works caution about bias, transparency, and regulatory oversight when applying AI to personalized care.

Applications of artificial intelligence (19) · Health care (53) · Precision medicine (36) · Personalized medicine (28)

Leveraging Artificial Intelligence for Predictive Healthcare: A Data-Driven Approach to Early Diagnosis and Personalized Treatment

Advancements in the treatment of autoimmune diseases: Integrating artificial intelligence for personalized medicine

View research history
YearShare index
2022543.5
2023558.4
2024545.5
2025874.8

Opportunities

19,256 papers · 7 recurring themes
7 cards

Swipe or scroll horizontally to browse.

Telehealth Expansion Post‑PandemicOpportunities · 01

Telehealth Expansion Post‑Pandemic

1,108 papers

18.5% of this theme group

Opportunities focus on scaling remote care for seniors and enhancing family engagement in hospitals.

Telehealth (669) · Telemedicine (567) · Pandemic (136) · Coronavirus disease 2019 (120)

Urgent and non-emergent telehealth care for seniors: Findings from a multi-site impact study

Using inpatient telehealth for family engagement: A mixed methods study of perceptions from patients, families, and care team providers

View research history
YearShare index
2022548.9
2023380.0
2024246.2
2025194.7
Computational Drug Design AdvancesOpportunities · 02

Computational Drug Design Advances

973 papers

16.2% of this theme group

Papers explore in‑silico methods to accelerate discovery and optimize molecular interactions.

Drug discovery (597) · Computational biology (310) · Chemical space (104) · Drug (199)

Assessing molecular docking tools: understanding drug discovery and design

Landscape of <i>In Silico</i> Tools for Modeling Covalent Modification of Proteins: A Review on Computational Covalent Drug Discovery

View research history
YearShare index
2022182.1
2023196.4
2024225.2
2025259.1
Integrated Digital Health SolutionsOpportunities · 03

Integrated Digital Health Solutions

948 papers

15.8% of this theme group

Research promotes frameworks for cohesive digital interventions addressing public‑health and mental‑health needs.

Digital health (225) · Health informatics (198) · Health care (254) · Public health (106)

IDEAS (Integrate, Design, Assess, and Share): A Framework and Toolkit of Strategies for the Development of More Effective Digital Interventi

Integrated Digital Mental Health Care: A Vision for Addressing Population Mental Health Needs

View research history
YearShare index
2022540.1
2023553.1
2024540.7
2025849.1
Novel Therapeutic Targets in VivoOpportunities · 04

Novel Therapeutic Targets in Vivo

941 papers

15.7% of this theme group

Studies identify new molecular regulators and drug candidates with demonstrated activity in animal models.

Drug discovery (269) · Drug (133) · Pharmacology (64) · In vivo (56)

Development and Characterization of Selective FAK Inhibitors and PROTACs with <i>In Vivo</i> Activity

A kinase to cytokine explorer to identify molecular regulators and potential therapeutic opportunities

View research history
YearShare index
2022512.3
2023527.8
2024495.0
2025494.4
Precision Oncology for Breast CancerOpportunities · 05

Precision Oncology for Breast Cancer

787 papers

13.1% of this theme group

Works highlight rapid mutational profiling and model selection to guide personalized cancer treatment.

Cancer (230) · Precision medicine (278) · Oncology (89) · Breast cancer (91)

Rapid targeted mutational analysis of human tumours: a clinical platform to guide personalized cancer medicine

Systems approach for congruence and selection of cancer models towards precision medicine

View research history
YearShare index
2022893.2
20231222.6
2024953.9
2025908.7
Broad Precision Medicine ApplicationsOpportunities · 06

Broad Precision Medicine Applications

680 papers

11.3% of this theme group

Research showcases phenome‑wide analyses and molecular subgrouping to improve disease prediction and therapy.

Precision medicine (299) · Personalized medicine (212) · Disease (137) · Health care (84)

Phenome-Wide Association Studies as a Tool to Advance Precision Medicine

Precision medicine in complex diseases—Molecular subgrouping for improved prediction and treatment stratification

View research history
YearShare index
20221258.8
20231116.7
20241011.1
20251302.9
Wearable and Remote Monitoring TechnologiesOpportunities · 07

Wearable and Remote Monitoring Technologies

563 papers

9.4% of this theme group

Papers present IoT‑enabled platforms for continuous patient monitoring and therapeutic support.

Wearable computer (90) · Remote patient monitoring (52) · Surgical robot (38) · Robot (36)

Development of a remote therapeutic monitoring platform: applications for movement disorders

IoT-enabled health monitoring system for real time patient care: Design and evaluation

View research history
YearShare index
202232.7
202334.5
202435.7
202561.7

How this field compares with the research baseline

Orientation shares compared with 25,000 papers in the reference sample.

Research orientationThis fieldReference sample
Problem-identifying32.5%9.7%
Promising29.8%36.9%
Descriptive14.9%17.3%
Breakthrough11.9%26.5%
Cautionary7.3%4.6%
Comparative2.9%4.0%
Critical0.7%0.9%

Concerns receiving less research attention

Counts and shares refer to the stated research pool. A low count describes how much of that research is recorded here, not the absence of a real-world concern.

Concern / example paperPapersShareRaised as a problemWorldwide share
Privacy & surveillanceThe future of digital health with federated learning1,1212.85%599 (53.4%)2.66%
Safety & misuseImpact of Rumors and Misinformation on COVID-19 in Social Media720.18%36 (50.0%)0.17%
Bias & fairnessPrivacy Protection, Personalized Medicine, and Genetic Testing290.07%16 (55.2%)0.06%
Hardware, e-waste & supply chainToo many bits: tackling the waste epidemic in digital medicine40.01%1 (25.0%)0.01%
Concentration of compute powerDemonopolizing Medical Knowledge30.01%2 (66.7%)0.01%
Energy & datacenter footprintSUSTAINABLE GREEN COMPUTING FOR MEDICAL APPLICATIONS: ADVANCING RESPONSIBLE HEALTHCARE IT20.01%2 (100.0%)0.01%
Labour & data workLabor markets for health supply chain management in Rwanda: a qualitative study of stakeholder perspectives20.01%2 (100.0%)0.01%
Carbon & emissions of computePotential reduction in healthcare carbon footprint by autonomous artificial intelligence10.0%0 (0.0%)0.0%
Water use00.0%0 (%)0.0%

Institution and researcher rankings use citations to their covered work. Research scope: United States. This may be broader than the company geography.

UNDERSTAND THE LANDSCAPE

Healthtech in Dallas: key questions

Clear definitions for making better comparisons.

What does this landscape measure?

It measures the tracked company ecosystem, recorded funding, hiring and other available evidence. It is not a market-size estimate.

Can segment counts be added together?

No. A company can belong to several segments, so segment counts and funding can overlap.

What does a missing figure mean?

A dash or unavailable panel means the current reviewed source snapshot does not support that figure.

KEEP EXPLORING

Put Dallas in context

All landscapes ↗

Company ecosystem snapshot: 5 August 2026. Funding is recorded in USD; filed accounts retain their stated currency and reporting basis. Each section identifies its own coverage. The news and research behind these sections is explorable in Prism.

Canonical landscape ↗
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