Industry landscapes
The companies, capital and talent shaping remote patient monitoring in the United States. Find the leaders. Understand the segments. See where the activity is.
An industry ecosystem,
measured in context.
24 featured companies from the funding, hiring, revenue and team-size leaderboards.
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 ↗
Recently founded means a recorded 2023–2026 founding year and no recorded parent, acquirer or public-company status. These companies are not labelled startups without that separate classification.
Explore classified startups in Radar ↗A few useful ratios bring the size of this ecosystem into perspective.
127 of 2,610 tracked companies have open roles.
791 of 2,610 tracked companies have a recorded round.
Share of disclosed capital received by the three largest recorded recipients.
Midpoint of 1,583 rounds with a disclosed amount.
Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 19.8% of disclosed capital, while 69.7% of tracked companies have no recorded funding round.
Explore the segments →Recorded company formation and disclosed funding across the complete annual series shown.
Sum of recorded funding rounds · USD
| Year | Funding (USD) | Founded | Raising |
|---|---|---|---|
| 2016 | $1.36B | 171 | 133 |
| 2017 | $785.69M | 182 | 120 |
| 2018 | $2.11B | 200 | 139 |
| 2019 | $834.68M | 192 | 133 |
| 2020 | $2.9B | 242 | 140 |
| 2021 | $1.62B | 163 | 140 |
| 2022 | $1.35B | 114 | 129 |
| 2023 | $888.65M | 72 | 127 |
| 2024 | $1.01B | 59 | 96 |
| 2025 | $939.92M | 14 | 92 |
Share of all disclosed company funding.
1,826 recorded rounds since 2016
Recorded participation in remote patient monitoring company rounds since 2016.
Backed by .
Backed by EthAum.
Backed by .
Backed by .
Backed by .
Backed by .
Backed by .
Backed by .
Participating investors were not recorded in this snapshot.
Backed by Rizvi Traverse.
Backed by SoftBank Vision Fund and Goodwater Capital and others.
Backed by Kuwait Investment Authority and Sequoia Capital.
Backed by Rizvi Traverse.
Backed by Deerfield and Qiming and others.
Backed by Vivo Capital and Novo Holdings and others.
Backed by General Catalyst and Tribe Capital.
Participating investors were not recorded in this snapshot.
Backed by Baxter and Global Medical Response and others.
Annual accounts for reporting companies linked to this landscape, on like-for-like currency and reporting bases.
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.
FY2025 · annual statements grouped by reported fiscal year; exact entity periods remain on preview rows · 11 reporting entities from 24 eligible matches.
Sum of reporting-entity revenue; not the United States market sales.
Combined result for the same cohort.
Combined net income ÷ combined revenue.
The middle covered reporting entity.
1 of 11 covered entities.
Share of covered revenue from the five largest entities.
Reported cohort totals by year; coverage is stated for every period.
Bar height shows revenue. Changes in coverage can affect totals.
FY2025 · 11 reporting entities
Up to eight fixed company previews show financial amounts. Search and sort the wider company list, then continue in Radar.
| Company / reporting entity | Revenue | Net profit / loss | Net margin | Revenue growth | Total assets |
|---|---|---|---|---|---|
| Dexcom ↗1093557 | $4,662.0m | $836.3m | +17.9% | — | — |
| iRhythm Tech ↗1388658 | $747.1m | $-44.6m | -6.0% | — | — |
| Owlet ↗1816708 | $105.7m | $-39.7m | -37.5% | — | — |
| DarioHealth ↗1533998 | $22.4m | $-41.7m | -186.6% | — | — |
| Vivos ↗1716166 | $17.4m | $-21.2m | -121.4% | — | — |
| Biotricity ↗1630113 | $13.8m | $-8.4m | -61.1% | — | — |
| LogicMark ↗1566826 | Financial figure available in Radar | Financial figure available in Radar | Financial figure available in Radar | Financial figure available in Radar | Financial figure available in Radar |
| CareView ↗1377149 | Financial figure available in Radar | Financial figure available in Radar | Financial figure available in Radar | Financial figure available in Radar | Financial figure available in Radar |
Explore full company accounts and filings.
Choose “View accounts” to inspect an available company preview.
Each pair uses the same year, currency and reporting basis. Cohort overlap is disclosed.
| Industry | Covered / eligible | Revenue total | Median revenue | Net profit / loss | Aggregate margin | Profitable share | Overlap |
|---|
Available-account cohorts are not estimates of whole industries. Overlapping entities can occur in more than one cohort; do not add cohort totals.
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.
How the the United States companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.
23 of the 2,610 companies on this page carry a measured traffic record (0.9%); these are the largest of those, by monthly visits. The median among them is 240,213 visits.
| Company | Monthly visits | Authority | Mobile |
|---|---|---|---|
| RxInformrxinform.org | 19,618,981 | 24 | 99.3% |
| Healowhealow.com | 9,302,042 | 54 | 93.2% |
| Dexcomdexcom.com | 3,223,835 | 59 | 81.8% |
| Huckleberryhuckleberrycare.com | 727,875 | 51 | 89% |
| Nanitnanit.com | 624,183 | 46 | 81.7% |
| Philphil.us | 610,104 | 32 | 91.8% |
| OSF MyChartosfmychart.org | 569,743 | 35 | 77.4% |
| Lingohellolingo.com | 558,282 | 44 | 87.8% |
| Patient Notebookpatientnotebook.com | 446,059 | 33 | 75.6% |
| Ekoekohealth.com | 391,156 | 44 | 86.5% |
Visits and authority are third-party web estimates, not company-reported figures.
477 of these companies (18.3%) publish at least one Android app — 725 apps in all, carrying 93.7M installs between them.
| App | Installs | Rating | Store category |
|---|---|---|---|
| Instant Heart Rate: HR MonitorInstant Heart Rate | 31.3M | 3.7 | Health & Fitness |
| healowHealow | 11.2M | 4.6 | Health & Fitness |
| Kinedu: Baby DevelopmentKinedu | 7.7M | 3.1 | Parenting |
| BabySparks - Development ActivBabySparks | 4M | 4.1 | Parenting |
| IVY Wellness CoachBellabeat | 2.8M | 3.4 | Health & Fitness |
| Dormi - Baby MonitorSleekbit | 2.6M | 4 | Parenting |
| KardiaAliveCor | 2.2M | 4.7 | Medical |
| Huckleberry: Smart Baby CareHuckleberry | 2.2M | 4.9 | Parenting |
| Sleep NumberSleep Number | 1.9M | 4.3 | Health & Fitness |
| Dexcom G7Dexcom | 1.9M | 3.2 | Health & Fitness |
Installs are lifetime totals to date at the June 2026 store reading — a measure of reach, not of people using an app today.
The busiest app inside each of this page’s own segments, with the quarterly release trend behind it (2024Q1–2026Q2).
| Segment | Apps | Installs | Leading app | Release trend |
|---|---|---|---|---|
| Disease Self Management | 488 | 91.9M | Instant Heart Rate: HR Monitor 31.3M | |
| Wearable Technology | 338 | 58.9M | IVY Wellness Coach 2.8M | |
| Healthcare It | 355 | 38.1M | Kardia 2.2M | |
| Cardiac And Vascular Disorders | 59 | 34.9M | MyZio 648.1K | |
| Online Mom & Baby Care | 34 | 21.7M | Kinedu: Baby Development 7.7M | |
| Employee Health It | 11 | 11.3M | healow 11.2M | |
| Hrtech | 8 | 11.3M | healow Kids 18.7K | |
| Diabetes | 62 | 8.5M | Dexcom G7 1.9M |
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.
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.
Darker bars are new releases, lighter bars apps updated. 663 of 725 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.
Explore the segments behind the headline numbers.
Rank segments by scale, hiring or disclosed funding.
Companies can sit in several segments. Counts and funding overlap.
The largest measured segment in this report snapshot.
120 companies hiring · $19.11B disclosed funding
Explore in RadarCommon revenue models; a company can use more than one.
Recorded corporate activity linked to companies in this landscape.
New York-based Shade develops a private AI-driven file explorer that visually searches and previews terabytes of files.
Acquiring a controlling interest in Pinnacle Health is a pivotal milestone in our regional expansion.
Negative 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.
Profusa, 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”).
Ambient Clinical Analytics has now raised a total of $17.5M in total equity funding and is backed by Mairs & Power Venture Capital.
Patientory has now raised a total of $9.2M in total equity funding and is backed by EthAum Venture Partners.
JuneBrain recently secured a joint investment from The New Orleans BioFund and the Gulf South Angels (GSA).
AngelEye Health Acquires SupportSpot Platform from Child Life On Call
Somnee ... raised $10 million last year and counts the NBA among its investors.
The 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.
Top 10 categories among 874 recorded events in the 24-month window.
11 companies with recorded IPO activity
Follow-on Offering · NASDAQ1 reports
IPO1 reports
Follow-on Offering · NASDAQ1 reports
IPO · NASDAQ Global Market4 reports
IPO · NASDAQ2 reports
IPO · NASDAQ3 reports
IPO · NASDAQ7 reports
IPO1 reports
46 tracked people moves
Appointment Chief Commercial Officer
Appointment Board Member
Appointment Chief Commercial Officer
Appointment President and CEO
Appointment chief corporate affairs officer
Appointment SVP, chief quality, regulatory and compliance officer
Appointment Executive Chairman
Appointment Chief Executive Officer
Products, platforms and features in the recorded window
Website
Bed base
Feature
Physician portal
11 recorded customer wins
Customer: FDJ UnitedDigital marketing
Customer:
Customer: accredited investorsTechnology
Customer: Premier Purchasing PartnersHealthcare
Customer: GS Elektromedizinische Gerate G. StempleMedical Technology
Customer: Mayo Medical LaboratoriesHealthcare Diagnostics
3 companies with reported reductions
18 recorded events
U.S. Food and Drug Administration
submitted for 510(k) premarket clearanceU.S. Food and Drug Administration
FDA clearanceFDA
approved for Chapter 11 planU.S. Bankruptcy Court for the Southern District of Texas
29 tracked suits
blood oxygen features restorationCivil · Dismissed
ban on Apple WatchesRegulatory ·
Reported company results in the recorded window.
Median across 189 reported growth observations; companies may contribute multiple periods.
Company-linked deal reports; status is preserved as recorded.
| Acquirer → target | Status | Date | Value / context |
|---|---|---|---|
| danaher→Masimo ↗ | Pending | 2026-05-04 | $9.9B |
| Dawn→Pinnacle Health | Completed | 2026-04-22 | Not stated in snapshot |
| Profusa→BioInsights LLC | Announced | 2026-04-06 | $30.0M |
| AngelEye Health→SupportSpot Platform | Announced | 2026-03-30 | Not stated in snapshot |
| Health Recovery Solutions→rimidi | Announced | 2026-03-03 | Not stated in snapshot |
| Masimo→sound united | Completed | 2026-02-17 | $1.0B |
A discussion or rumour is not a completed transaction. An unstated value is not zero.
3,754 postings in the preceding 12 months. The full 5,635-posting snapshot covers 203 employers.
133 tracked postings mention remote work.
1,699 postings specify a level.
Top skills across 5,635 tracked postings in the available jobs snapshot.
Median across 398 postings with pay data, expressed in USD.
Advertised posting medians do not describe all employees or roles.
| Company | Open roles |
|---|---|
| Insulet ↗ | 13 |
| Medical Guardian ↗ | 12 |
| Masimo ↗ | 12 |
| Dexcom ↗ | 11 |
| Fonemed ↗ | 11 |
| Sleep Number ↗ | 11 |
| SafelyYou ↗ | 10 |
| PharmaCord ↗ | 8 |
| Company | Employees |
|---|---|
| Dexcom ↗ | 9,600 |
| Insulet ↗ | 2,600 |
| iRhythm Tech ↗ | 1,657 |
| Medtronic Diabetes ↗ | 1,121 |
| Private Access ↗ | 1,060 |
| Clarest Health ↗ | 550 |
| Elemy ↗ | 535 |
| ExactCare Pharmacy ↗ | 512 |
1,803 founders and chief executives across 1,308 companies.
Ex-CFO Biosensors International. Brigham Young University BS 1983
Ex-Dudek, Black & Veatch. Indian Institute of Engineering Science and Technology Shibpur BE 1998, University at Buffalo MS 2000
Co-Founder & CEO Learneo, CEO QuillBot. Cornell University BA 2010
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…
308 profiles with education records.
51 profiles with prior-work records.
Profiles cover recorded founders and leaders; contact details remain in Radar.
182,501 articles in the measured 12-month window.
Remote Patient Monitoring coverage across United States · articles per complete quarter
| Quarter | Articles |
|---|---|
| 2021Q2 | 103,410 |
| 2021Q3 | 108,220 |
| 2021Q4 | 81,841 |
| 2022Q1 | 74,729 |
| 2022Q2 | 55,660 |
| 2022Q3 | 49,521 |
| 2022Q4 | 49,180 |
| 2023Q1 | 47,453 |
| 2023Q2 | 50,095 |
| 2023Q3 | 43,140 |
| 2023Q4 | 45,662 |
| 2024Q1 | 51,271 |
| 2024Q2 | 48,654 |
| 2024Q3 | 47,188 |
| 2024Q4 | 46,602 |
| 2025Q1 | 66,750 |
| 2025Q2 | 45,095 |
| 2025Q3 | 64,679 |
| 2025Q4 | 37,716 |
| 2026Q1 | 39,884 |
Article volume measures coverage, not market sales.
1,338 recorded company events across 129 companies; percentages use that event total.
Remote Patient Monitoring coverage across United States · ranked by full-period article count.
Recent and prior counts use the source comparison windows.
Remote Patient Monitoring coverage across United States
| Keyword | Recent | Prior | Change |
|---|---|---|---|
| vaccine candidates | 6,158 | 1,568 | 293% |
| vaccine trials | 5,635 | 1,561 | 261% |
| vaccination campaigns | 5,494 | 1,096 | 401% |
| vaccine immunogenicity | 4,730 | 1,233 | 284% |
| mass vaccination sites | 4,131 | 690 | 499% |
| vaccination coverage | 3,285 | 655 | 402% |
| post-covid complications | 3,068 | 340 | 802% |
| vaccine decision-making | 3,058 | 931 | 228% |
| parental vaccine concerns | 2,980 | 908 | 228% |
| vaccine effectiveness study | 2,971 | 682 | 336% |
| diet prostate cancer | 763 | 1,351 | -44% |
| age prostate cancer | 811 | 1,351 | -40% |
| obesity prostate cancer | 754 | 1,347 | -44% |
| vascetomy prostate cancer | 781 | 1,328 | -41% |
| family history prostate cancer | 762 | 1,289 | -41% |
Remote Patient Monitoring coverage across United States
vaccine candidates, vaccination campaigns, vaccine mandate compliance
60.4% critical · 28.2% positivevaccine candidates, vaccine trials, vaccination campaigns
57.2% critical · 40.7% positivespiritual awakening, mindfulness, zen meditation
37.2% critical · 50.1% positiveRemote Patient Monitoring coverage across United States. Topic labels describe recorded classifications and can include broad context.
8,843 papers in the recorded india scope.
Tone counts: 7,674 positive · 337 neutral · 832 negative.
Landmark: Implementation strategies: recommendations for specifying and reporting
Landmark: Realist synthesis: illustrating the method for implementation research
Landmark: Fostering implementation of health services research findings into practice: a consolidated framework for advancing implementation science
Common problems researchers identify · 0120.7% of this theme group
Researchers highlight unequal technology access and digital literacy as barriers to universal health coverage.
Digital health (441) · Health care (292) · Telehealth (52) · Digital divide (32)
Technology and Universal Health Coverage: Examining the role of digital health
Access to Technology and Digital Literacy as Determinants of Health and Health Care
| Year | Share index |
|---|---|
| 2022 | 2363.6 |
| 2023 | 2390.9 |
| 2024 | 2270.0 |
| 2025 | 2280.1 |
Common problems researchers identify · 0219.7% of this theme group
Studies point to challenges in patient engagement and translating research findings into routine care.
Health informatics (245) · Health administration (169) · Nursing research (125) · Health services research (71)
Patient engagement in research: a systematic review
A systematic review of empirical studies examining mechanisms of implementation in health
| Year | Share index |
|---|---|
| 2022 | 89.3 |
| 2023 | 80.0 |
| 2024 | 97.0 |
| 2025 | 100.3 |
Common problems researchers identify · 0315.8% of this theme group
Work examines structural and cultural obstacles that limit health service access across geographic regions.
Public health (232) · Health administration (204) · Nursing research (150) · Health informatics (191)
An evaluation of access to health care services along the rural-urban continuum in Canada
A qualitative study of rural healthcare providers’ views of social, cultural, and programmatic barriers to healthcare access
| Year | Share index |
|---|---|
| 2022 | 1925.1 |
| 2023 | 1829.0 |
| 2024 | 1815.5 |
| 2025 | 1973.2 |
Common problems researchers identify · 0414.7% of this theme group
Authors discuss difficulties linking health informatics tools with electronic records and clinical workflows.
Informatics (158) · Health informatics (266) · Interoperability (55) · Electronic health record (28)
Developing Informatics Tools and Strategies for Consumer-centered Health Communication
Health information technology: integration of clinical workflow into meaningful use of electronic health records.
| Year | Share index |
|---|---|
| 2022 | 105.9 |
| 2023 | 101.0 |
| 2024 | 106.5 |
| 2025 | 117.8 |
Common problems researchers identify · 0513.8% of this theme group
Research flags obstacles to effective digital psychological therapies, including adoption and outcome measurement.
Mental health (142) · Psychological intervention (169) · Digital health (201) · Intervention (34)
Developing and Evaluating Digital Interventions to Promote Behavior Change in Health and Health Care: Recommendations Resulting From an Inte
Implementation strategies for digital mental health interventions in health care settings.
| Year | Share index |
|---|---|
| 2022 | 3119.0 |
| 2023 | 3149.4 |
| 2024 | 3142.4 |
| 2025 | 3078.2 |
Common problems researchers identify · 0611.2% of this theme group
Papers note gaps in digital health literacy and practical challenges when introducing artificial‑intelligence tools.
Applications of artificial intelligence (38) · Health care (157) · Digital health (136) · MEDLINE (39)
AI in Health: State of the Art, Challenges, and Future Directions
Supporting Healthcare Professionals’ Digital Health Literacy in the use of Artificial Intelligence
| Year | Share index |
|---|---|
| 2022 | 2347.1 |
| 2023 | 2376.6 |
| 2024 | 2257.6 |
| 2025 | 2265.0 |
Common problems researchers identify · 074.1% of this theme group
Analyses reveal gaps in evidence and infrastructure for remote pediatric and public‑health services during COVID‑19.
Pandemic (66) · Coronavirus disease 2019 (41) · 2019-20 coronavirus outbreak (8) · Public health (36)
Digital Approaches to Remote Pediatric Health Care Delivery During the COVID-19 Pandemic: Existing Evidence and a Call for Further Research
The Role of Health Technology and Informatics in a Global Public Health Emergency: Practices and Implications From the COVID-19 Pandemic
| Year | Share index |
|---|---|
| 2022 | 880.6 |
| 2023 | 618.6 |
| 2024 | 368.8 |
| 2025 | 205.3 |
Cautions · 0121.2% of this theme group
Authors urge caution when extending proven programs to new populations or delivery systems.
Health administration (69) · Nursing research (47) · Public health (49) · Health informatics (63)
“Scaling-out” evidence-based interventions to new populations or new health care delivery systems
Using implementation facilitation to foster clinical practice quality and adherence to evidence in challenged settings: a qualitative study
| Year | Share index |
|---|---|
| 2022 | 1925.1 |
| 2023 | 1829.0 |
| 2024 | 1815.5 |
| 2025 | 1973.2 |
Cautions · 0218.1% of this theme group
Studies caution about unintended effects and implementation hurdles of digital mental‑health services.
Psychological intervention (75) · Mental health (42) · Digital health (48) · Intervention (27)
Digital transformation of mental health services
Digital Health Interventions to Enhance Prevention in Primary Care: Scoping Review
| Year | Share index |
|---|---|
| 2022 | 3119.0 |
| 2023 | 3149.4 |
| 2024 | 3142.4 |
| 2025 | 3078.2 |
Cautions · 0315.8% of this theme group
Research highlights potential inequities and limited impact of remote monitoring tools in diverse communities.
Digital health (66) · Health care (37) · Telemedicine (18) · Telehealth (13)
Digital Health Technologies for Remote Monitoring and Management of Inflammatory Bowel Disease: A Systematic Review
The use and potential impact of digital health tools at the community level: results from a multi-country survey of community health workers
| Year | Share index |
|---|---|
| 2022 | 2391.0 |
| 2023 | 2416.3 |
| 2024 | 2298.0 |
| 2025 | 2312.8 |
Cautions · 0414.6% of this theme group
Works stress the need for careful design to ensure informatics truly supports patient‑focused outcomes.
Health informatics (47) · Informatics (19) · Health care (38) · Electronic health record (11)
The Role of Informatics in Promoting Patient-Centered Care
Electronic health record–integrated approach for collection of patient-reported outcome measures: a retrospective evaluation
| Year | Share index |
|---|---|
| 2022 | 2387.5 |
| 2023 | 2408.2 |
| 2024 | 2289.7 |
| 2025 | 2269.6 |
Cautions · 0513.8% of this theme group
Papers point to usability, data quality, and clinical workflow issues when deploying wearable sensor dashboards.
Wearable computer (10) · Clinical decision support system (8) · Randomized controlled trial (10) · Vital signs (4)
A prospective randomized trial examining health care utilization in individuals using multiple smartphone-enabled biosensors
Feasibility and utility of a clinician dashboard from wearable and mobile application Parkinson’s disease data
| Year | Share index |
|---|---|
| 2022 | 265.6 |
| 2023 | 271.9 |
| 2024 | 249.9 |
| 2025 | 268.4 |
Cautions · 0610.2% of this theme group
Authors raise concerns about accuracy, trust, and regulatory oversight of AI‑driven conversational tools.
Applications of artificial intelligence (7) · Chatbot (9) · Health care (26) · MEDLINE (10)
Exploring perceptions of healthcare technologies enabled by artificial intelligence: an online, scenario-based survey
Artificial intelligence and electronic health records: a narrative review of current applications and challenges in pediatric surgery
| Year | Share index |
|---|---|
| 2022 | 2338.3 |
| 2023 | 2363.9 |
| 2024 | 2245.7 |
| 2025 | 2235.6 |
Cautions · 076.4% of this theme group
Studies call for rigorous benchmarking of generative models before clinical deployment.
Natural language processing (5) · Language model (4) · Benchmarking (4) · Generative grammar (5)
[Research progress of large language models in tumor diagnosis: applications in textual reports and medical imaging].
Asking the Right Questions: Benchmarking Large Language Models in the Development of Clinical Consultation Templates
| Year | Share index |
|---|---|
| 2022 | 35.1 |
| 2023 | 36.5 |
| 2024 | 34.6 |
| 2025 | 35.2 |
Opportunities · 0118.9% of this theme group
Research proposes systematic methods to tailor health interventions for new settings and populations.
Health administration (201) · Nursing research (143) · Public health (177) · Health informatics (238)
Acceptability of healthcare interventions: an overview of reviews and development of a theoretical framework
Using the collaborative intervention planning framework to adapt a health-care manager intervention to a new population and provider group t
| Year | Share index |
|---|---|
| 2022 | 1925.1 |
| 2023 | 1829.0 |
| 2024 | 1815.5 |
| 2025 | 1973.2 |
Opportunities · 0216.0% of this theme group
Evidence suggests remote interventions can improve hypertension and mental‑health outcomes in older adults.
Psychological intervention (223) · Digital health (281) · Mental health (143) · Intervention (123)
Digital Health and Telemedicine Interventions for Hypertension Management in Adults: A Systematic Review
Effectiveness of digital health interventions in improving mental health in older adults with mild cognitive impairment: A systematic review
| Year | Share index |
|---|---|
| 2022 | 3119.0 |
| 2023 | 3149.4 |
| 2024 | 3142.4 |
| 2025 | 3078.2 |
Opportunities · 0315.0% of this theme group
Studies explore mobile‑integrated health models that enhance patient experiences and education.
Digital health (345) · Health care (228) · Telehealth (60) · Telemedicine (67)
Bridging the digital health divide—patient experiences with mobile integrated health and facilitated telehealth by community-level indicator
Using Digital Technology to Enhance Medical Education and Improve the Quality of Patient Care in a Changing Global Healthcare System
| Year | Share index |
|---|---|
| 2022 | 2363.6 |
| 2023 | 2390.9 |
| 2024 | 2270.0 |
| 2025 | 2280.1 |
Opportunities · 0414.3% of this theme group
Work outlines scalable assessment tools and lessons for interoperable health information systems worldwide.
Health informatics (311) · Informatics (154) · Health care (170) · Interoperability (45)
Rapid Assessment of Clinical Information Systems in the Healthcare Setting
Global Health Informatics: the state of research and lessons learned
| Year | Share index |
|---|---|
| 2022 | 2387.5 |
| 2023 | 2408.2 |
| 2024 | 2289.7 |
| 2025 | 2269.6 |
Opportunities · 0514.1% of this theme group
Research showcases multimodal sensors and telehealth platforms for real‑time respiratory and cardiac tracking.
Remote patient monitoring (145) · Wearable computer (176) · Continuous monitoring (48) · Wearable technology (65)
A Wearable Multimodal Wireless Sensing System for Respiratory Monitoring and Analysis
A wearable telehealth system for the monitoring of parameters related to heart failure
| Year | Share index |
|---|---|
| 2022 | 33.9 |
| 2023 | 35.7 |
| 2024 | 33.5 |
| 2025 | 51.7 |
Opportunities · 0613.1% of this theme group
Papers demonstrate deep‑learning models that combine structured and unstructured data to support clinical decisions.
Health informatics (117) · Interpretability (29) · Convolutional neural network (20) · Logistic regression (19)
Combining structured and unstructured data for predictive models: a deep learning approach
A Learning Health Care System Using Computer-Aided Diagnosis
| Year | Share index |
|---|---|
| 2022 | 76.1 |
| 2023 | 72.8 |
| 2024 | 80.1 |
| 2025 | 97.7 |
Opportunities · 078.6% of this theme group
Studies highlight AI’s potential to improve diagnostics, triage, and prioritization in telemedicine.
Health care (140) · Applications of artificial intelligence (15) · Chatbot (23) · Digital health (69)
Artificial Intelligence in telemedicine and remote patient monitoring: Enhancing virtual healthcare through AI-driven diagnostic and predict
<b>AI and EHR Innovation: A Smart Approach to Medical Prioritization and Patient Care</b>
| Year | Share index |
|---|---|
| 2022 | 2338.3 |
| 2023 | 2363.9 |
| 2024 | 2245.7 |
| 2025 | 2235.6 |
Orientation shares compared with 25,000 papers in the reference sample.
| Research orientation | This field | Reference sample |
|---|---|---|
| Problem-identifying | 32.5% | 9.4% |
| Promising | 29.8% | 37.0% |
| Descriptive | 14.9% | 17.8% |
| Breakthrough | 11.9% | 26.4% |
| Cautionary | 7.3% | 4.4% |
| Comparative | 2.9% | 3.9% |
| Critical | 0.7% | 1.0% |
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 paper | Papers | Share | Raised as a problem | Worldwide share |
|---|---|---|---|---|
| Privacy & surveillanceThe future of digital health with federated learning | 460 | 5.68% | 256 (55.7%) | 4.42% |
| Safety & misuseImpact of COVID-19 on health services utilization in Province-2 of Nepal: a qualitative study among community members an | 41 | 0.51% | 21 (51.2%) | 0.45% |
| Bias & fairnessFairness and Explainability of Artificial Intelligence Based Healthcare Applications | 9 | 0.11% | 3 (33.3%) | 0.08% |
| Hardware, e-waste & supply chainToo many bits: tackling the waste epidemic in digital medicine | 3 | 0.04% | 1 (33.3%) | 0.02% |
| Energy & datacenter footprintSUSTAINABLE GREEN COMPUTING FOR MEDICAL APPLICATIONS: ADVANCING RESPONSIBLE HEALTHCARE IT | 2 | 0.02% | 2 (100.0%) | 0.02% |
| Labour & data workLabor markets for health supply chain management in Rwanda: a qualitative study of stakeholder perspectives | 2 | 0.02% | 2 (100.0%) | 0.02% |
| Water use | 0 | 0.0% | 0 (%) | 0.0% |
| Carbon & emissions of compute | 0 | 0.0% | 0 (%) | 0.0% |
| Concentration of compute power | 0 | 0.0% | 0 (%) | 0.01% |
Institution and researcher rankings use citations to their covered work. Research scope: United States. This may be broader than the company geography.
Compare demand signals in the United States’s newsflow with the remote patient monitoring categories mapped to each signal.
Signal percentile − supply percentile = gap in percentile points. Positive gaps highlight questions to investigate. A high signal can reflect spending pressure or access friction, as well as potential demand.
The comparison is relative to the signal families on this page. A supply percentile of zero means the lowest relative reading, not zero companies. It is a prioritisation clue, not measured market size or unmet demand.
Signal and mapped-supply percentiles, their gap, and change in the signal’s article share.
Swipe horizontally to compare all columns →
| Signal family | Signal percentile | Supply percentile | Relative gap | Gap (points) | Signal share vs prior year |
|---|---|---|---|---|---|
| Layoffs & income shocks ↗Spending Pressure | 85.7 | 8.3 | +77.4 | +57.7% | |
| Mental health ↗Disease Burden | 78.6 | 8.3 | +70.3 | +63.1% | |
| Cancer burden ↗Disease Burden | 35.7 | 33.3 | +2.4 | +2.5% | |
| Infectious outbreaks ↗Disease Burden | 35.7 | 50.0 | -14.3 | +45.9% | |
| Air pollution ↗Environmental Driver | 21.4 | 66.7 | -45.3 | -18.3% | |
| Ageing & elder care ↗Disease Burden | 28.6 | 83.3 | -54.7 | -43.4% | |
| Diabetes, hypertension & cardiac burden ↗Disease Burden | 21.4 | 100.0 | -78.6 | +21.4% | |
| Maternal & child health ↗Disease Burden | 92.9 | — | No matching category | — | +110.1% |
Showing all 8 signals. Select a family for its history and mapped categories.
All 12 city readings for these demand families in the comparison geography. the United States is highlighted.
Each city’s reading is a share of its own coverage.
Maternal & child health · Mental health · Layoffs & income shocks
Maternal & child health · Ageing & elder care · Cancer burden
Maternal & child health · Mental health · Layoffs & income shocks
Maternal & child health · Mental health · Layoffs & income shocks
Mental health · Maternal & child health · Ageing & elder care
Maternal & child health · Layoffs & income shocks · Infectious outbreaks
Maternal & child health · Layoffs & income shocks · Mental health
Mental health · Maternal & child health · Air pollution
Maternal & child health · Mental health · Ageing & elder care
Maternal & child health · Mental health · Layoffs & income shocks
Layoffs & income shocks · Maternal & child health · Mental health
Mental health · Maternal & child health · Layoffs & income shocks
Layoff cycles can pull discretionary spend back toward value offerings.
Companies can appear in multiple categories; these counts are not a unique-company total.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 2692 | 15.79 |
| 2024Q4 | 2657 | 14.98 |
| 2025Q1 | 3457 | 13.81 |
| 2025Q2 | 3055 | 19.17 |
| 2025Q3 | 6687 | 24.54 |
| 2025Q4 | 3761 | 31.16 |
| 2026Q1 | 2843 | 19.69 |
| 2026Q2 | 1885 | 24.49 |
Mental-health pressure can pull counselling and tele-psychiatry demand where it surfaces.
Companies can appear in multiple categories; these counts are not a unique-company total.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 1687 | 9.9 |
| 2024Q4 | 1832 | 10.33 |
| 2025Q1 | 1919 | 7.67 |
| 2025Q2 | 1464 | 9.19 |
| 2025Q3 | 4384 | 16.09 |
| 2025Q4 | 1521 | 12.6 |
| 2026Q1 | 2293 | 15.88 |
| 2026Q2 | 935 | 12.15 |
Cancer burden can pull screening, diagnostics and oncology capacity demand.
Companies can appear in multiple categories; these counts are not a unique-company total.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 1087 | 6.38 |
| 2024Q4 | 1551 | 8.75 |
| 2025Q1 | 1616 | 6.46 |
| 2025Q2 | 1306 | 8.19 |
| 2025Q3 | 1646 | 6.04 |
| 2025Q4 | 1238 | 10.26 |
| 2026Q1 | 1114 | 7.72 |
| 2026Q2 | 624 | 8.11 |
Outbreak pressure can pull testing, surveillance and rapid-care demand at short notice.
Companies can appear in multiple categories; these counts are not a unique-company total.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 673 | 3.95 |
| 2024Q4 | 800 | 4.51 |
| 2025Q1 | 981 | 3.92 |
| 2025Q2 | 860 | 5.4 |
| 2025Q3 | 2650 | 9.72 |
| 2025Q4 | 465 | 3.85 |
| 2026Q1 | 440 | 3.05 |
| 2026Q2 | 368 | 4.78 |
Sustained air-quality stress can pull respiratory and cardiac care demand with it.
Companies can appear in multiple categories; these counts are not a unique-company total.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 1075 | 6.31 |
| 2024Q4 | 1445 | 8.15 |
| 2025Q1 | 1906 | 7.62 |
| 2025Q2 | 1572 | 9.86 |
| 2025Q3 | 1626 | 5.97 |
| 2025Q4 | 646 | 5.35 |
| 2026Q1 | 1076 | 7.45 |
| 2026Q2 | 627 | 8.14 |
An ageing base can shift demand toward geriatric, home and chronic care.
Companies can appear in multiple categories; these counts are not a unique-company total.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 2092 | 12.27 |
| 2024Q4 | 3027 | 17.07 |
| 2025Q1 | 3166 | 12.65 |
| 2025Q2 | 2222 | 13.94 |
| 2025Q3 | 1801 | 6.61 |
| 2025Q4 | 1042 | 8.63 |
| 2026Q1 | 1294 | 8.96 |
| 2026Q2 | 689 | 8.95 |
Chronic cardiometabolic burden can turn into decades of management demand per patient.
Companies can appear in multiple categories; these counts are not a unique-company total.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 555 | 3.26 |
| 2024Q4 | 539 | 3.04 |
| 2025Q1 | 1017 | 4.06 |
| 2025Q2 | 693 | 4.35 |
| 2025Q3 | 908 | 3.33 |
| 2025Q4 | 805 | 6.67 |
| 2026Q1 | 637 | 4.41 |
| 2026Q2 | 413 | 5.36 |
Maternal and child burden can pull immunisation, nutrition and pediatric care demand.
This signal has no matching category in the page’s remote patient monitoring market map, so no supply percentile or gap is assigned.
Mentions per 10,000 articles · zero baseline
| Quarter | Mentions | Per 10,000 articles |
|---|---|---|
| 2024Q3 | 1333 | 7.82 |
| 2024Q4 | 1414 | 7.97 |
| 2025Q1 | 1962 | 7.84 |
| 2025Q2 | 1864 | 11.69 |
| 2025Q3 | 8009 | 29.39 |
| 2025Q4 | 1168 | 9.68 |
| 2026Q1 | 1109 | 7.68 |
| 2026Q2 | 919 | 11.94 |
the United States remote patient monitoring coverage
Hypertension
7,315 citations in the snapshot
Circulation
6,114 citations in the snapshot
Circulation
4,494 citations in the snapshot
Circulation
4,422 citations in the snapshot
the United States coverage of this page's demand families
| Keyword | Recent articles | Prior articles | Share change |
|---|---|---|---|
| post-covid complications | 1,103 | 105 | 1194.7% |
| last-mile vaccine delivery | 145 | 23 | 677.0% |
| epidemic death tolls | 313 | 53 | 627.8% |
| snow rescue | 199 | 36 | 581.3% |
| disease outbreak deaths | 700 | 152 | 467.6% |
| contagion mortality rates | 220 | 49 | 453.3% |
Share changes describe coverage in the stated comparison periods, not search demand or market size.
Company counts, hiring and disclosed funding across the recorded hubs.
27.4% across the displayed hubs
9 companies hiring · $4.1B disclosed funding
Explore companies in San Francisco ↗21.4% across the displayed hubs
5 companies hiring · $1.3B disclosed funding
Explore companies in New York City ↗11.4% across the displayed hubs
3 companies hiring · $2.6B disclosed funding
Explore companies in San Diego ↗9.5% across the displayed hubs
2 companies hiring · $59.0M disclosed funding
Explore companies in Los Angeles ↗
9.3% across the displayed hubs
4 companies hiring · $835.8M disclosed funding
Explore companies in Boston ↗
8.1% across the displayed hubs
4 companies hiring · $230.6M disclosed funding
Explore companies in Austin ↗
6.5% across the displayed hubs
1 companies hiring · $231.8M disclosed funding
Explore companies in Atlanta ↗
6.5% across the displayed hubs
2 companies hiring · $278.2M disclosed funding
Explore companies in Irvine ↗Clear definitions for making better comparisons.
It measures the tracked company ecosystem, recorded funding, hiring and other available evidence. It is not a market-size estimate.
No. A company can belong to several segments, so segment counts and funding can overlap.
A dash or unavailable panel means the current reviewed source snapshot does not support that figure.
Company ecosystem snapshot: 30 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 ↗