Radar · Industry landscape · the United States
Remote Patient Monitoring Landscape of the United States
2,610 Remote Patient Monitoring companies in the United States, in one picture: who is hiring, who is raising money, who founded them, where they are based, what the news is about, which skills employers want and where the research is going. Updated August 2026.
2,610companies tracked
$19.9Bdisclosed funding
127hiring right now
874events · 24 months
182,501news articles · 12 months
Who leads Remote Patient Monitoring in the United States
Shows 2,610 tracked companies, highlighting the most hiring firms like Insulet and the best funded firms such as Dexcom; 127 firms are hiring now and 728 have disclosed funding rounds.
open roles
Hiring now
ranked by live open roles
- 01
Insulet13last posted Aug 2026
- 02
Medical Guardian12last posted Jul 2026
- 03
Masimo12last posted Jul 2026
- 04
Dexcom11last posted Jun 2026
- 05
Fonemed11last posted Jun 2026
- 06
Sleep Number11last posted Jun 2026
- 07
SafelyYou10last posted Jun 2026
- 08
PharmaCord8last posted Jun 2026
127 companies hiring · 2 posted in the last 30 days
disclosed funding
Most funded
disclosed totals, all rounds
- 01
- 02
Jawbone$1.3BSeries F · Jan 2016
- 03
Livongo$720.2MPost IPO · Jun 2020
- 04
Proteus Digital Health$564.2MSeries H · Oct 2018
- 05
ROM Technologies$532.8MSeries D · Jan 2024
- 06
Onduo$500MPE · Sep 2016
- 07
- 08
Intuity Medical$309MSeries F · May 2019
728 companies with disclosed rounds · $19.9B total
revenue
Revenue leaders
official filings first, else latest snapshot
- 01
- 02
- 03
iRhythm Tech$199.4MFY2025 filing
- 04
Owlet$22.5MFY2025 filing
- 05
Vivos$17.4MFY2022 filing
- 06
DarioHealth$5.6MFY2024 filing
- 07
Biotricity$4MFY2025 filing
- 08
PersonalRX$1.7Msnapshot Dec 2020
22 companies with a revenue figure
headcount
Largest teams
ranked by tracked headcount
- 01
- 02
- 03
- 04
Medtronic Diabetes1,121tracked employees
- 05
Private Access1,060tracked employees
- 06
Clarest Health550tracked employees
- 07
Elemy535tracked employees
- 08
ExactCare Pharmacy512tracked employees
143 companies with headcount data
share of events
Share of voice
share of all tracked sector news events, 24 months
- 01
- 02
- 03
- 04
- 05
Hapbee4.8%64 tracked events
- 06
- 07
- 08
IBS4.0%54 tracked events
1,338 tracked events across 129 companies
web reach
Most-used apps
the sites in this sector the web visits most
- 01
MyCharttop 50kmychart.org
- 02
OSF MyCharttop 50kosfmychart.org
- 03
My UNC Charttop 50kmyuncchart.org
- 04
Aeroflow Breastpumpstop 100kaeroflowbreastpumps.com
- 05
- 06
- 07
Patient Notebooktop 100kpatientnotebook.com
- 08
YourHealthFiletop 100kyourhealthfile.com
538 companies here run a site with a measured audience · 44 of them sit inside the web’s top million
articles
In the news
Prism news coverage, last 12 months
- 01
Phil6,440articles in the window
- 02
- 03
OneTouch643articles in the window
- 04
- 05
Urban Health333articles in the window
- 06
Emme294articles in the window
- 07
- 08
190 of these companies drew sector coverage in the window
Radar
See all 2,610 Remote Patient Monitoring companies in the United States
Filter by funding, headcount, hiring and location, and export the list.
How the Remote Patient Monitoring ecosystem in the United States grew, 2016–2025
Lists the number of companies founded each year, with a peak of 242 new firms in 2020 and only 14 founded in 2025.
Companies founded / year
new Remote Patient Monitoring companies in the United States
20162025
peak 242 in 2020
Companies raising / year
with a disclosed round that year
20162025
peak 140 in 2020
Disclosed funding / year
sum of disclosed rounds (USD)
20162025
peak $2.9B in 2020
Where Remote Patient Monitoring companies in the United States are based
Ranks U.S. cities by company count, with San Francisco leading at 165 firms, followed by New York City (129) and San Diego (69).
Hub 01
San Francisco
165 Remote Patient Monitoring companies
27% of the Remote Patient Monitoring companies across these hubs
165companies
$4.1Bdisclosed funding
9hiring now
Hub 02
New York City
129 Remote Patient Monitoring companies
21% of the Remote Patient Monitoring companies across these hubs
129companies
$1.3Bdisclosed funding
5hiring now
Hub 03
San Diego
69 Remote Patient Monitoring companies
11% of the Remote Patient Monitoring companies across these hubs
69companies
$2.6Bdisclosed funding
3hiring now
Hub 04
Los Angeles
57 Remote Patient Monitoring companies
9% of the Remote Patient Monitoring companies across these hubs
57companies
$59Mdisclosed funding
2hiring now
Hub 05
Boston
56 Remote Patient Monitoring companies
9% of the Remote Patient Monitoring companies across these hubs
56companies
$835.8Mdisclosed funding
4hiring now
Hub 06
Austin
49 Remote Patient Monitoring companies
8% of the Remote Patient Monitoring companies across these hubs
49companies
$230.6Mdisclosed funding
4hiring now
generated artwork
Hub 07
Atlanta
39 Remote Patient Monitoring companies
6% of the Remote Patient Monitoring companies across these hubs
39companies
$231.8Mdisclosed funding
1hiring now
Hub 08
Irvine
39 Remote Patient Monitoring companies
6% of the Remote Patient Monitoring companies across these hubs
39companies
$278.2Mdisclosed funding
2hiring now
generated artwork
The Remote Patient Monitoring market map of the United States: what these companies actually do
Breaks down product sub‑categories, noting healthtech leads with 2,521 companies, and shows subscription as the most common revenue model used by 2,011 firms.
- Healthtech2,521 companies · $19.1B raised · 120 hiring
- Consumer Digital1,672 companies · $12.8B raised · 72 hiring
- Enterprise Tech1,388 companies · $11B raised · 82 hiring
- Chronic Disease Management1,230 companies · $13.7B raised · 75 hiring
- Hospital at Home1,126 companies · $9.4B raised · 72 hiring
- Medical Devices1,101 companies · $14.3B raised · 74 hiring
- IoT in Healthcare1,096 companies · $14.3B raised · 67 hiring
- Telemedicine912 companies · $7.4B raised · 58 hiring
- At Home Diagnostics753 companies · $11.9B raised · 48 hiring
- Consumer Internet of Things739 companies · $9.9B raised · 41 hiring
- Life Sciences634 companies · $12.2B raised · 52 hiring
- Enterprise Software424 companies · $2B raised · 25 hiring
Monetization
How Remote Patient Monitoring companies make money
How many companies earn revenue each way. Plenty use more than one model, so the counts add up to more than the sector.
Subscription2,011
E-Commerce - Product452
Physical Commerce414
Fee-For-Service127
Commission on Transaction110
Advertising65
E-Commerce - Service45
Sponsorship7
Funding, M&A and the deals moving Remote Patient Monitoring in the United States
Counts 874 corporate events over the past two years, including 221 earnings releases, 214 key‑person announcements, and 123 funding rounds.
Earnings 221Leadership 214Funding 123M&A 82Announcement 45Lawsuit 36IPO 25Contracts 24Board Updates 20Product 20
- FundingNew York-based Shade develops a private AI-driven file explorer that visually searches and previews terabytes of files.2026-04-27
- M&AAcquiring a controlling interest in Pinnacle Health is a pivotal milestone in our regional expansion.2026-04-22
- FundingNegative Sentiment: HeartBeam closed a $10.0M public offering to fund commercialization and AI initiatives — the cash reduces funding risk but the equity issuance is dilutive and often depresses short‑term share prices. Media coverage noted selling pressure around the offering.2026-04-19
- M&AProfusa, Inc. (“Profusa” or the “Company”) (Nasdaq: PFSA), a commercial stage digital health company pioneering the next generation of technology platform enabling the continuous monitoring of an individual’s biochemistry, today announced a strategic expansion into molecular diagnostics through a Letter of Intent to acquire the PanOmics™ multi-omics diagnostics platform from BioInsights LLC (“BioInsights”).2026-04-06
- FundingAmbient Clinical Analytics has now raised a total of $17.5M in total equity funding and is backed by Mairs & Power Venture Capital.2026-04-06
- FundingPatientory has now raised a total of $9.2M in total equity funding and is backed by EthAum Venture Partners.2026-04-06
- FundingJuneBrain recently secured a joint investment from The New Orleans BioFund and the Gulf South Angels (GSA).2026-04-03
- M&AAngelEye Health Acquires SupportSpot Platform from Child Life On Call2026-03-30
- FundingSomnee ... raised $10 million last year and counts the NBA among its investors.2026-03-26
- FundingThe round was led by Lifeline Ventures, known for backing companies such as Oura, Supercell, and Wolt in their early stages. Additional investors include Tiny VC, Wave Ventures, and First Fellow Partners, alongside several angel investors, including Cal Henderson, the co-founder of Slack.2026-03-10
Mergers and acquisitions
Deals from the last 24 months where a Remote Patient Monitoring company in the United States was the buyer or the one bought, newest first. “Undisclosed” means the price was never published — not that the deal was worth nothing.
| Acquirer | Target | Deal value | Status | Date |
|---|---|---|---|---|
| $9.9B | Pending | 2026-05-04 | ||
| undisclosed | Completed | 2026-04-22 | ||
| BioInsights LLC | $30M | Announced | 2026-04-06 | |
| SupportSpot Platform | undisclosed | Announced | 2026-03-30 | |
| undisclosed | Announced | 2026-03-03 | ||
| $1B | Completed | 2026-02-17 |
Who is listing, hiring leaders, launching and winning work
Details notable events such as IPO filings, leadership changes, product launches, and contract wins for companies in the sector.
IPO pipeline
11 companies listed or filing · last 24 months
HeartBeamFollow-on Offering · NASDAQ · BEAT · 1 reportApr 2026
CardioMEMSIPO · NASDAQ · SENS · 3 reportsFeb 2025
DiadexusIPO · NASDAQ · DDXS · 7 reportsFeb 2025
Home DiagnosticsIPO · 1 reportFeb 2025
Leadership moves
46 tracked people moves · last 12 months
DigitalOptometricsMelanie Miller · Appointment → Chief Commercial OfficerApr 2026
Epicore BiosystemsBRIAN REAGAN · Appointment → Chief Commercial OfficerApr 2026
Ambient ClinicalAl Berning · Appointment → Executive ChairmanApr 2026
Product launches
tracked launches · last 12 months
Profusanext-gen physician portal (Physician portal)Sep 2025
Contract wins
11 customer wins · last 24 months
Versuswon FDJ UnitedApr 2026
Noninvasixwon undisclosed clientDec 2025
Nonin Medicalwon Premier Purchasing PartnersFeb 2025
Workforce actions
3 companies cutting roles · last 24 months
Regulatory & litigation
18 regulatory events · 29 tracked suits · 24 months
HeartSciences — U.S. Food and Drug AdministrationDec 2025
LifeScanapproved for Chapter 11 plan — U.S. Bankruptcy Court for the Southern District of TexasOct 2025
- masimo v u.s. customs and border protectionblood oxygen features restoration · DismissedApr 2026
- masimo v U.S. International Trade Commissionban on Apple WatchesApr 2026
Earnings pulse
companies reporting results · last 24 months
20 companies reporting239 company-quarters trackedbeat 63miss 14in line 3
Half of these companies grew revenue faster than +17.2%, half slower.
Who is building Remote Patient Monitoring in the United States
Profiles 1,803 founders and CEOs across 1,308 firms, noting MIT (43 alumni) and Google (10 former employees) as frequent background institutions.
Founders and chief executives12 of 1,803, from the best-funded companies on this page
Ex- Abbott Diabetes Care, TheraSense, Founder Verax Biomedical, Baxter. University of Miami PhD 1993
Biolinq, ex-Electrozyme, ex-University Of California At San Diego, University of California, San Diego, 2014
Vitalconnect, ex-Cordis, ex-St Jude Medical, Columbia School of Management, 2010
Ex-Co-Founder RedB, Nokia Siemens Networks, Amdocs. University of Haifa BS 1998
Founder Willow, ex-ExploraMed. Princeton University BSE, Stanford University MS
Ex-BMW Group. Canyon Crest Academy, UC Berkeley College of Engineering 2014
Ex-Sanofi-Aventis, Roche. University of New Orleans BSc, Loyola University MBA
Co-Founder Medically Home, Ex-Flextronics, McKinsey. Northwestern University, University of Virginia MBA
Ex-Madorra, Co-Founder Qurious, G-Tech Medical, Sympara Medical, Third Rock Ventures, iRhythm Technologies, UCSF…
Where the founders studied
alma mater on record for 308 of 1,803 founders
Massachusetts Institute of Technology43
Stanford University37
Harvard University33
University of Pennsylvania30
University of California (Berkeley)23
Duke University18
Harvard Business School18
Cornell University16
Where they worked before
a previous employer on record for 51 of 1,803 founders
McKinsey11
Google10
Microsoft7
Facebook6
Intel5
Goldman Sachs5
Cisco5
Apple3
Founders flagged as repeat founders
of 1,548 founders with a profile on this page
21
carry a repeat-founder flag
- flagged as repeat founders21
- no repeat-founder flag1,527
Women and men among the founders
first names matched for 1,620 of 1,803 founders
17%
of matched founders are women
- women278
- men1,342
Inferred from first names, using 119 million people who state their own gender: a first name counts only where at least 20 of them share it and at least 90% of those share the same gender. The other 183 founders go in neither column.
Radar
Look up the people behind Remote Patient Monitoring companies in the United States
Search founders, executives and operators by company, role and location.
Who funds Remote Patient Monitoring in the United States
Records 1,826 funding rounds since 2016 from 1,210 investors, with a typical round size of $1.6 million.
| Investor · most active investors since 2016 | Rounds | Led | Latest |
|---|---|---|---|
| HHS | 184 | — | Sep 2025 |
| National Science Foundation | 33 | — | Dec 2025 |
| Techstars | 26 | 19 | Mar 2024 |
| NIH | 21 | — | Oct 2024 |
| America’s Seed Fund | 16 | — | Feb 2021 |
| HAX | 15 | 9 | Feb 2022 |
| Y Combinator | 12 | 7 | Feb 2024 |
| MassChallenge | 12 | 1 | Sep 2020 |
| General Catalyst | 11 | 8 | Feb 2022 |
| Europa | 11 | — | Oct 2021 |
Stage mix · rounds since 2016
Seed & Angel622
Series A–B471
Series C+ / PE137
Grants, debt & other596
The typical round is $1.6M — half were bigger, half smaller.
The biggest Remote Patient Monitoring funding rounds in the United States
Highlights the largest disclosed round—ROM Technologies’ $448.1 million Series D—and lists ten other large recent rounds.
| Company | Round | Size | When | Backers |
|---|---|---|---|---|
| Series Dmega-round | $448.1M | Sep 2014 | — | |
| Series Emega-round | $250M | Feb 2014 | Rizvi Traverse | |
| Series B | $219M | Oct 2021 | SoftBank Vision Fund, Goodwater Capital, Premji Invest +12 more | |
| Series F | $165M | Jan 2016 | Kuwait Investment Authority, Sequoia Capital | |
| Series E | $147M | Sep 2014 | Rizvi Traverse | |
| Series C | $145.6M | Mar 2020 | Deerfield, Qiming, Invus +3 more | |
| Series B | $137M | Jul 2020 | Vivo Capital, Novo Holdings, Merck Global Health Innovation Fund +3 more | |
| Series A | $132M | Jan 2022 | General Catalyst, Tribe Capital | |
| Series G | $120M | Jun 2014 | — | |
| Series D | $110M | Jan 2022 | Baxter, Global Medical Response, Cardinal Health +2 more |
Venture round sizes · 2023–2025
<$1M71
$1–10M132
$10–50M50
$50–250M9
>$250M0
262 venture rounds with a disclosed amount in the window.
Fresh cheques · last 6 months
Series A$2.8MApr 2026
Series A$500kApr 2026
Conventional Debt$35kApr 2026
Grant (prize money)$10kApr 2026
Series B$17MMar 2026
Series C$1.4MMar 2026
Post IPO$578kMar 2026
What the news says about Remote Patient Monitoring in the United States
Indexes 182,501 news articles from the last year, most often covering COVID‑19 vaccine development, rollout strategies, and oncology advances.
News volume
Remote Patient Monitoring coverage across United States · articles per quarter
2021Q22026Q1
peak 108,220 in 2021Q3 · 182,501 articles in the last 12 tracked months
Tone of coverage
share of articles by dominant sentiment (positive / neutral / negative)
202120232025
Positive-tone share moved 47% → 63%, negative 52% → 36% across 2021–2025.
What the coverage is about
The subjects that dominate Remote Patient Monitoring news in United States. The arrow shows whether each one is being written about more or less than a year ago.
- Covid-19 vaccine development and efficacy trials79,273▲+301%
- Covid-19 vaccination campaigns and rollout strategies49,605▲+459%
- Covid-19 epidemiology and transmission modeling23,417▲+1178%
- Oncology and targeted therapy advancements22,282▼-36%
- Vaccination programs and efficacy studies20,445▲+412%
- Covid-19 hospitalization rates and icu capacity18,969▲+1444%
- Booster doses and long-term immunity18,795▲+356%
- Pandemic response vaccines (e.g., covid-19, h1n1)18,054▲+405%
- Cancer survivorship lifestyle adjustments17,554→-5%
- Covid-19 long-term effects (long covid) and complications14,262▲+1169%
Most-covered companies · last 12 months
- 6,440
- 733
- 643
- 600
- 333
- 294
- 192
- 121
- 90
- 71
190 Remote Patient Monitoring companies here were named in the news over this period.
Prism
Watch Remote Patient Monitoring coverage in United States as it happens
Prism follows these subjects story by story — which companies are named, what is said about them and how the tone moves.
Momentum
The words getting louder — and quieter
Which terms are showing up in more stories than a year ago, and which are fading. The percentage is the change in how many articles mention them.
vaccine candidates+293%vaccine trials+261%vaccination campaigns+401%vaccine immunogenicity+284%mass vaccination sites+499%vaccination coverage+402%post-covid complications+802%vaccine decision-making+228%parental vaccine concerns+228%vaccine effectiveness study+336%
diet prostate cancer-44%age prostate cancer-40%obesity prostate cancer-44%vascetomy prostate cancer-41%family history prostate cancer-41%
The pressures the press keeps returning to
Three recurring angles in United States Remote Patient Monitoring coverage, and whether each is getting more attention year on year (through 2025).
Regulatory Risk ▼ falling
157,339 articles touch this dimension · 60.4% critical tone
20212025
signals: vaccine candidates, vaccination campaigns, vaccine mandate compliance
Funding Momentum → flat
56,340 articles touch this dimension · 57.2% critical tone
20212025
signals: vaccine candidates, vaccine trials, vaccination campaigns
Growth → flat
56,131 articles touch this dimension · 37.2% critical tone
20212025
signals: spiritual awakening, mindfulness, zen meditation
Remote Patient Monitoring jobs in the United States: who is hiring and what they ask for
Aggregates 3,754 job postings from 203 employers in the past year, with median advertised salary of $62 k and common skill demands like Excel and AutoCAD.
3,754postings · last 12 months
5,635postings tracked overall
203employers advertising
$62kmedian advertised salary/yr (n=398)
Demand
The Skills Employers Ask For
What Remote Patient Monitoring employers in the United States put in their job ads. The bar is how many postings ask for it; the arrow shows whether demand grew or shrank against the year before.
- microsoft office87▲
- excel59▲
- microstation58▲
- autocad57▲
- word47▲
- microsoft office suite41▲
- outlook36▲
- sql34▲
- apps33▲
- pallet jack32▲
What level are these roles?
Entry94
Intern40
Senior493
Lead209
Manager863
What they pay, by level
- Manager$91k/yr (n=85)
- Senior$129k/yr (n=41)
Most advertised titles
- 296
- 74
- 66
- 56
- 54
- 37
What Remote Patient Monitoring research in the United States is working on
Summarizes 8,843 U.S. academic papers, of which 2,938 identify common problems, 642 issue cautions, and 3,687 outline opportunities.
How this field talks about itself
United States-affiliated Remote Patient Monitoring papers (gold) against all published research (grey)
Problem-identifying32.5% · 9.4%3.5×
Promising29.8% · 37.0%0.8×
Descriptive14.9% · 17.8%0.8×
Breakthrough11.9% · 26.4%0.5×
Cautionary7.3% · 4.4%1.7×
Comparative2.9% · 3.9%0.7×
United States-affiliated Remote Patient Monitoring literature runs 3.5× more “problem-identifying” than science at large (32.5% vs 9.4% baseline).
How the work is done
Empirical41.3%
Methods-led23.4%
Position pieces17.5%
Reviews17.2%
Theoretical0.6%
How the research reads
87% positive · 4% neutral · 9% negative, across 8,843 papers.
The institutions doing the work · United States
- 24k
- 22k
- 22k
- 18k
- 15k
- 10k
ranked by how often their work is cited
Leading researchers · United States-affiliated work
Laura J. Damschroder · David C. Aron · Susan Kirsh · Rosalind E. Keith · J Alexander · Byron J. Powell · Thomas J. Waltz · Matthew Chinman
The most-cited breakthroughs
- Fostering implementation of health services research findings into practice: a consolidated framework for advancing implementation science · 14k cites
- Mapping ICD-10 and ICD-10-CM Codes to Phecodes: Workflow Development and Initial Evaluation · 547 cites
- PRISM framework: a paradigm shift for designing, strengthening and evaluating routine health information systems · 510 cites
- Dipole · 485 cites
- Polymer Genome: A Data-Powered Polymer Informatics Platform for Property Predictions · 471 cites
Common problems researchers identify2,709 papers · 7 recurring themes
Problems · theme 01
Digital Divide in Health Access
562 papers · 20.7% of this block
▼ -4% share2022→2025 share of research on this subject
Researchers highlight unequal technology access and digital literacy as barriers to universal health coverage.
Digital health · Health care · Telehealth · Digital divide
“Technology and Universal Health Coverage: Examining the role of digital health”
562 of these papers raise it as a problem
Problems · theme 02
Implementation Gaps in Health Services
534 papers · 19.7% of this block
▲ +12% share2022→2025 share of research on this subject
Studies point to challenges in patient engagement and translating research findings into routine care.
Health informatics · Health administration · Nursing research · Health services research
“Patient engagement in research: a systematic review”
534 of these papers raise it as a problem
Problems · theme 03
Rural‑Urban Healthcare Disparities
427 papers · 15.8% of this block
▲ +2% share2022→2025 share of research on this subject
Work examines structural and cultural obstacles that limit health service access across geographic regions.
Public health · Health administration · Nursing research · Health informatics
“An evaluation of access to health care services along the rural-urban continuum in Canada”
427 of these papers raise it as a problem
Problems · theme 04
Interoperability and EHR Integration Issues
398 papers · 14.7% of this block
▲ +11% share2022→2025 share of research on this subject
Authors discuss difficulties linking health informatics tools with electronic records and clinical workflows.
Informatics · Health informatics · Interoperability · Electronic health record
“Developing Informatics Tools and Strategies for Consumer-centered Health Communication”
398 of these papers raise it as a problem
Problems · theme 05
Digital Mental‑Health Intervention Limits
374 papers · 13.8% of this block
→ -1% share2022→2025 share of research on this subject
Research flags obstacles to effective digital psychological therapies, including adoption and outcome measurement.
Mental health · Psychological intervention · Digital health · Intervention
“Developing and Evaluating Digital Interventions to Promote Behavior Change in Health and Health Care: Recommendations Resulting From an Inte”
374 of these papers raise it as a problem
Problems · theme 06
AI Adoption Barriers in Clinical Settings
303 papers · 11.2% of this block
▼ -4% share2022→2025 share of research on this subject
Papers note gaps in digital health literacy and practical challenges when introducing artificial‑intelligence tools.
Applications of artificial intelligence · Health care · Digital health · MEDLINE
“AI in Health: State of the Art, Challenges, and Future Directions”
303 of these papers raise it as a problem
Problems · theme 07
Pandemic‑Driven Remote Care Challenges
111 papers · 4.1% of this block
▼ -77% share2022→2025 share of research on this subject
Analyses reveal gaps in evidence and infrastructure for remote pediatric and public‑health services during COVID‑19.
Pandemic · Coronavirus disease 2019 · 2019-20 coronavirus outbreak · Public health
“Digital Approaches to Remote Pediatric Health Care Delivery During the COVID-19 Pandemic: Existing Evidence and a Call for Further Research”
111 of these papers raise it as a problem
Cautions609 papers · 7 recurring themes
Cautions · theme 01
Scaling Evidence‑Based Interventions Carefully
129 papers · 21.2% of this block
▲ +2% share2022→2025 share of research on this subject
Authors urge caution when extending proven programs to new populations or delivery systems.
Health administration · Nursing research · Public health · Health informatics
““Scaling-out” evidence-based interventions to new populations or new health care delivery systems”
129 of these papers raise it as a problem
Cautions · theme 02
Mental‑Health Digital Transformation Risks
110 papers · 18.1% of this block
→ -1% share2022→2025 share of research on this subject
Studies caution about unintended effects and implementation hurdles of digital mental‑health services.
Psychological intervention · Mental health · Digital health · Intervention
“Digital transformation of mental health services”
110 of these papers raise it as a problem
Cautions · theme 03
Telehealth Adoption and Equity Concerns
96 papers · 15.8% of this block
▼ -3% share2022→2025 share of research on this subject
Research highlights potential inequities and limited impact of remote monitoring tools in diverse communities.
Digital health · Health care · Telemedicine · Telehealth
“Digital Health Technologies for Remote Monitoring and Management of Inflammatory Bowel Disease: A Systematic Review”
96 of these papers raise it as a problem
Cautions · theme 04
Patient‑Centered Care via Informatics
89 papers · 14.6% of this block
▼ -5% share2022→2025 share of research on this subject
Works stress the need for careful design to ensure informatics truly supports patient‑focused outcomes.
Health informatics · Informatics · Health care · Electronic health record
“The Role of Informatics in Promoting Patient-Centered Care”
89 of these papers raise it as a problem
Cautions · theme 05
Wearable Data Integration Challenges
84 papers · 13.8% of this block
→ +1% share2022→2025 share of research on this subject
Papers point to usability, data quality, and clinical workflow issues when deploying wearable sensor dashboards.
Wearable computer · Clinical decision support system · Randomized controlled trial · Vital signs
“A prospective randomized trial examining health care utilization in individuals using multiple smartphone-enabled biosensors”
84 of these papers raise it as a problem
Cautions · theme 06
AI Chatbot Clinical Reliability
62 papers · 10.2% of this block
▼ -4% share2022→2025 share of research on this subject
Authors raise concerns about accuracy, trust, and regulatory oversight of AI‑driven conversational tools.
Applications of artificial intelligence · Chatbot · Health care · MEDLINE
“Exploring perceptions of healthcare technologies enabled by artificial intelligence: an online, scenario-based survey”
62 of these papers raise it as a problem
Cautions · theme 07
Large Language Model Validation
39 papers · 6.4% of this block
→ +0% share2022→2025 share of research on this subject
Studies call for rigorous benchmarking of generative models before clinical deployment.
Natural language processing · Language model · Benchmarking · Generative grammar
“[Research progress of large language models in tumor diagnosis: applications in textual reports and medical imaging].”
39 of these papers raise it as a problem
Opportunities3,421 papers · 7 recurring themes
Opportunities · theme 01
Frameworks for Intervention Adaptation
647 papers · 18.9% of this block
▲ +2% share2022→2025 share of research on this subject
Research proposes systematic methods to tailor health interventions for new settings and populations.
Health administration · Nursing research · Public health · Health informatics
“Acceptability of healthcare interventions: an overview of reviews and development of a theoretical framework”
Opportunities · theme 02
Digital Therapies for Chronic Conditions
547 papers · 16.0% of this block
→ -1% share2022→2025 share of research on this subject
Evidence suggests remote interventions can improve hypertension and mental‑health outcomes in older adults.
Psychological intervention · Digital health · Mental health · Intervention
“Digital Health and Telemedicine Interventions for Hypertension Management in Adults: A Systematic Review”
Opportunities · theme 03
Bridging Telehealth Access Gaps
514 papers · 15.0% of this block
▼ -4% share2022→2025 share of research on this subject
Studies explore mobile‑integrated health models that enhance patient experiences and education.
Digital health · Health care · Telehealth · Telemedicine
“Bridging the digital health divide—patient experiences with mobile integrated health and facilitated telehealth by community-level indicator”
Opportunities · theme 04
Advancing Global Health Informatics
488 papers · 14.3% of this block
▼ -5% share2022→2025 share of research on this subject
Work outlines scalable assessment tools and lessons for interoperable health information systems worldwide.
Health informatics · Informatics · Health care · Interoperability
“Rapid Assessment of Clinical Information Systems in the Healthcare Setting”
Opportunities · theme 05
Wearable Continuous Monitoring Innovations
481 papers · 14.1% of this block
▲ +52% share2022→2025 share of research on this subject
Research showcases multimodal sensors and telehealth platforms for real‑time respiratory and cardiac tracking.
Remote patient monitoring · Wearable computer · Continuous monitoring · Wearable technology
“A Wearable Multimodal Wireless Sensing System for Respiratory Monitoring and Analysis”
Opportunities · theme 06
Explainable AI for Predictive Care
449 papers · 13.1% of this block
▲ +28% share2022→2025 share of research on this subject
Papers demonstrate deep‑learning models that combine structured and unstructured data to support clinical decisions.
Health informatics · Interpretability · Convolutional neural network · Logistic regression
“Combining structured and unstructured data for predictive models: a deep learning approach”
Opportunities · theme 07
AI‑Enhanced Remote Patient Services
295 papers · 8.6% of this block
▼ -4% share2022→2025 share of research on this subject
Studies highlight AI’s potential to improve diagnostics, triage, and prioritization in telemedicine.
Health care · Applications of artificial intelligence · Chatbot · Digital health
“Artificial Intelligence in telemedicine and remote patient monitoring: Enhancing virtual healthcare through AI-driven diagnostic and predict”
Which of these themes are growing fastest
Problems
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining sharelosing share
Implementation Gaps in Health Services▲+12%
Interoperability and EHR Integration Issues▲+11%
Rural‑Urban Healthcare Disparities▲+2%
Digital Mental‑Health Intervention Limits▼-1%
Digital Divide in Health Access▼-4%
AI Adoption Barriers in Clinical Settings▼-4%
Pandemic‑Driven Remote Care Challenges▼-77%
Cautions
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining sharelosing share
Scaling Evidence‑Based Interventions Carefully▲+2%
Wearable Data Integration Challenges▲+1%
Large Language Model Validation▲+0%
Mental‑Health Digital Transformation Risks▼-1%
Telehealth Adoption and Equity Concerns▼-3%
AI Chatbot Clinical Reliability▼-4%
Patient‑Centered Care via Informatics▼-5%
Opportunities
how much more (or less) of the world’s research on this subject each theme took up, 2022→2025
gaining sharelosing share
Wearable Continuous Monitoring Innovations▲+52%
Explainable AI for Predictive Care▲+28%
Frameworks for Intervention Adaptation▲+2%
Digital Therapies for Chronic Conditions▼-1%
Bridging Telehealth Access Gaps▼-4%
AI‑Enhanced Remote Patient Services▼-4%
Advancing Global Health Informatics▼-5%
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About this data: built from Fliar's company, founder, funding, hiring, jobs, news and research trackers, covering the United States. Counts are of companies we track, not of every company that exists. Updated August 2026.
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