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 ↗
Germany’s
digital diagnostics industry,
in focus.
The companies, capital and talent shaping digital diagnostics in Germany. Find the leaders. Understand the segments. See where the activity is.

An industry ecosystem,
measured in context.
MEET THE COMPANIESExplore Germany’s digital diagnostics leaders
24 featured companies from the funding, hiring, revenue and team-size leaderboards.
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Explore Germany’s digital diagnostics leaders
24 featured companies from the funding, hiring, revenue and team-size leaderboards.
Company discovery
Recorded evidence onlyRecently founded independent companies
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 ↗Digital Diagnostics industry KPIs in Germany
A few useful ratios bring the size of this ecosystem into perspective.
30 of 375 tracked companies have open roles.
102 of 375 tracked companies have a recorded round.
Share of disclosed capital received by the three largest recorded recipients.
Midpoint of 118 rounds with a disclosed amount.
Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 35.1% of disclosed capital, while 72.8% of tracked companies have no recorded funding round.
Explore the segments →CAPITAL & COMPANY FORMATIONHow Germany digital diagnostics has grown
Recorded company formation and disclosed funding across the complete annual series shown.
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How Germany digital diagnostics has grown
Recorded company formation and disclosed funding across the complete annual series shown.
Disclosed funding by year
Sum of recorded funding rounds · USD
View the numbers
| Year | Funding (USD) | Founded | Raising |
|---|---|---|---|
| 2016 | $19.26M | 23 | 6 |
| 2017 | $14.55M | 28 | 7 |
| 2018 | $80.71M | 19 | 11 |
| 2019 | $74.68M | 28 | 14 |
| 2020 | $61.22M | 40 | 10 |
| 2021 | $22.72M | 24 | 8 |
| 2022 | $88.7M | 16 | 17 |
| 2023 | $51.66M | 13 | 13 |
| 2024 | $91.17M | 4 | 8 |
| 2025 | $30.1M | 3 | 4 |
Funding concentration
Share of all disclosed company funding.
- Curetis17.2%
- Epigenomics11.7%
- Aignostics6.2%
- Other companies64.9%
Funding by stage
165 recorded rounds since 2016
Investors appearing most often
Recorded participation in digital diagnostics company rounds since 2016.
- 01Europa 25 rounds
- 02HTGF 20 rounds
- 03IBB Ventures 11 rounds
- 04EIC Fund 11 rounds
- 05Brandenburg Capital 7 rounds
- 06Bayern Kapital 6 rounds
- 07Freie Universitat Berlin 5 rounds
- 08European Investment Bank 5 rounds
- 09Think.Health 4 rounds
- 010SpinLab 4 rounds
Recent recorded rounds
Latest recorded rounds · USDBacked by 4impact and Hanno Renner and others.
Backed by YZR Capital and DN Capital and others.
Backed by Bmp Ventures and IB Global and others.
Backed by Europa and European Innovation Council.
Largest and notable recorded rounds
Each card is one recorded roundBacked by Athos and Mayo Clinic and others.
Backed by Life Sciences Partners and BioMedPartners and others.
Backed by 3i Group and Abingworth and others.
Backed by Yorkville Advisors.
Backed by HBM Healthcare Investments and Wellington Partners Venture Capital and others.
Backed by 3i Group and Abingworth and others.
Backed by TVM Capital and Wellington Partners Venture Capital and others.
Participating investors were not recorded in this snapshot.
Backed by BioMedPartners and Forbion and others.
Backed by Think.Health.
THE BUSINESS BEHIND THE ACTIVITYRevenue, profitability & financial strength
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Revenue, profitability & financial strength
Annual accounts availability
The measured Germany identity-to-filing probe did not produce a qualifying designated legal or national-ID join: designated German registry identities do not carry the LEI or ISIN used by bundesanzeiger facts; legal-name matching is prohibited.; The measured Germany identity-to-filing probe did not produce a qualifying designated legal or national-ID join: designated German registry identities do not carry the LEI or ISIN used by bundesanzeiger facts; legal-name matching is prohibited.
Web traffic, app reach and release cadence
How the Germany companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.
Most-installed apps
44 of these companies (11.7%) publish at least one Android app — 77 apps in all, carrying 7.1M installs between them.
| App | Installs | Rating | Store category |
|---|---|---|---|
| MindDoc: Mental Health SupportMindDoc | 1.9M | 4.2 | Health & Fitness |
| beurer HealthManagerBeurer UK | 1.4M | 2.9 | Health & Fitness |
| BloodPressure DB – BP TrackerBlutdruckDaten | 1.1M | 3.7 | Medical |
| beurer HealthManager ProBeurer UK | 716.3K | 3.1 | Health & Fitness |
| AVAX Blood Pressure DiaryAVAX Blood Pressure | 622.7K | 4.5 | Medical |
| Ped(z) - Pediatric CalculatorPed(z) | 305.8K | 3.6 | Medical |
| Beurer HealthCoachBeurer UK | 152.7K | 3.1 | Health & Fitness |
| Diabetes-App + Blutdruck-AppVidaGesund | 91.7K | — | Medical |
| beurer LightUpBeurer UK | 75.6K | 3.1 | Lifestyle |
| Beurer BodyShapeBeurer UK | 66.6K | 3.1 | 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.
App reach by segment
The busiest app inside each of this page’s own segments, with the quarterly release trend behind it (2023Q1–2026Q2).
| Segment | Apps | Installs | Leading app | Release trend |
|---|---|---|---|---|
| Disease Self Management | 35 | 4M | MindDoc: Mental Health Support 1.9M | |
| Diabetes | 17 | 2.6M | beurer HealthManager 1.4M | |
| Healthcare It | 34 | 2.3M | BloodPressure DB – BP Tracker 1.1M | |
| Healthcare Booking Platforms | 4 | 2M | Lykon 59.5K | |
| Wearable Technology | 22 | 2M | AVAX Blood Pressure Diary 622.7K | |
| Cardiac And Vascular Disorders | 11 | 42.1K | HypeRate 22.6K | |
| Imaging Diagnostics | 7 | 40.9K | teamplay Fleet 36K | |
| Women Health | 2 | 40.8K | trackle 35.7K |
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.
Darker bars are new releases, lighter bars apps updated. 54 of 77 apps carry a release date. The series ends at 2026Q1, the last quarter that closed before the June 2026 reading.
INSIDE THE INDUSTRYThe Germany digital diagnostics market map
Explore the segments behind the headline numbers.
Expand panel +
The Germany digital diagnostics market map
Explore the segments behind the headline numbers.
Where companies are building
Rank segments by scale, hiring or disclosed funding.
Companies can sit in several segments. Counts and funding overlap.
Enterprise tech
The largest measured segment in this report snapshot.
26 companies hiring · $758.76M disclosed funding
Explore in RadarHow companies make money
Common revenue models; a company can use more than one.
THE COMPANIES IN MOTIONWho is listing, hiring leaders, launching and winning work
Recorded corporate activity linked to companies in this landscape.
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Who is listing, hiring leaders, launching and winning work
Recorded corporate activity linked to companies in this landscape.
Recent corporate headlines 10 dated reports
Germany-based Aignostics is applying artificial intelligence to drug development, aiming to improve both efficiency and patient outcomes.
The MedTech Spin-Off RAYDIAX has raised a total of 7.5 million euros to advance clinical validation and market entry of its therapy assistant computer tomograph TACT.
Molecular cancer testing firm Mainz Biomed announced on Tuesday that it has entered into a securities purchase agreement for a $6.0 million private placement with investor David Lazar.
NEW YORK — German cancer biomarker firm StratifAI said Tuesday that it has raised €12.5 million ($14.7 million) in an oversubscribed financing round.
New On The Block Siemens Healthineers is chatting with major private equity firms about a potential sale of its diagnostics business. According to Bloomberg, Blackstone, CVC, KKR, and Montagu are interested. The segment is valued at over €6 billion ($7 billion).
FRIZ raised US$3.26M in the first tranche of a Series B financing led by Global Life Science Ventures; other investors were DRF Beteiligungsgesellschaft
Epigenomics raised €21M in a Series C round; investors were The Wellcome Trust Ltd., 3i Group, Abingworth, Deutsche Venture Capital DVC, MPM Capital and tbg
Chembio Diagnostics (Medford, New York) reported receiving private funding of $8.15 million of Series C 7% convertible preferred stock, together with warrants to purchase common stock.
Protagen raised $1.48M in a round from MIG AG and Co KG Beteiligungsfonds 3 and S-Venture Capital Dortmund GmbH, as well as Kreditanstalt fur Wiederaufbau
Inveox GmbH won a new investor. This ensures the further development of the innovative technology for processing tissue samples in cancer diagnosis.
Full recorded event mix
Top 10 categories among 93 recorded events in the 24-month window.
IPO pipeline
1 companies with recorded IPO activity
IPO · Nasdaq Capital Market1 reports
Leadership moves
1 tracked people moves
Appointment Chairman of the Board of Directors
Contract wins
2 recorded customer wins
Customer: roche diagnosticsPharmaceuticals
Customer: Pall Corp.
Earnings pulse
Reported company results in the recorded window.
Median across 13 reported growth observations; companies may contribute multiple periods.
Mergers and acquisitions
Company-linked deal reports; status is preserved as recorded.
| Acquirer → target | Status | Date | Value / context |
|---|---|---|---|
| Na→Siemens Healthineers ↗ | Rumored | 2025-09-12 | Not stated in snapshot |
| altair→Siemens Healthineers ↗ | 2025-04-02 | Not stated in snapshot | |
| Siemens Healthineers→siemens | Announced | 2025-02-19 | Not stated in snapshot |
| hologic→Somatex ↗ | Completed | 2025-02-14 | $64.0M |
| Siemens Healthineers→varian medical systems | Announced | 2025-02-14 | $16.4B |
| new day diagnostics→Epigenomics ↗ | Announced | 2024-08-27 | Not stated in snapshot |
A discussion or rumour is not a completed transaction. An unstated value is not zero.
PEOPLE & OPPORTUNITYThe talent market
132 postings in the preceding 12 months. The full 338-posting snapshot covers 13 employers.
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The talent market
132 postings in the preceding 12 months. The full 338-posting snapshot covers 13 employers.
Most advertised job titles
5 tracked postings mention remote work.
The seniority mix
103 postings specify a level.
Skills employers mention
Top skills across 338 tracked postings in the available jobs snapshot.
Companies hiring
Large employers
| Company | Employees |
|---|---|
| Altona Diagnostics ↗ | 128 |
| Mainz BioMed ↗ | 64 |
| Noscendo ↗ | 47 |
| Examion ↗ | 40 |
| inveox ↗ | 36 |
| SphingoTec ↗ | 36 |
| mediaire ↗ | 34 |
| Deepc AI ↗ | 33 |
THE PEOPLE BUILDING THE FIELDFounders and leaders
342 founders and chief executives across 215 companies.
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Founders and leaders
342 founders and chief executives across 215 companies.
Greg Hamilton
Epigenomics ↗Ex-CEO Epigenomics, AltheaDx, RGTN, Enigma Diagnostics, Hologic, Leo Burnett. Purdue University Daniels School of Business BS 1992…
Klauschen Frederick
Aignostics ↗Bayerisches Zentrum Fur Krebsforschung, ex-National Institutes Of Health, Charité - universitätsmedizin Berlin
Frank Schwemmer
SpinDiag ↗Ex-Hahn-Schickard. The University of Texas at Austin 2010, The University of Freiburg PhD 2015
Jorg Menten
SphingoTec ↗Ex-Kinetic Concepts, CeloNova, Vanguard. University of Mannheim MBA
Franz Pfister
Deepc AI ↗Founder Digital Helix, Co-Founder Orbit Health, ex-KI Bundesverband, Ocean Protocol. Ludwig-Maximilians-Universitat Munchen MD 2013, MSc 2019…
Maria Driesel
inveox ↗Ex-BMW Group, Lake Paradise Studios, IMP Management. Technical University of Munich BSc 2012, University of Arkansas 2014
Felix Faber
Mindpeak ↗Ex-Founder & MD Bytro Labs. University of Osnabruck BSc 2004, Albert Ludwigs University Freiburg im Breisgau MSc 2007
Tobias Teuber
Lykon ↗Ex- ProSiebenSat.1, Klarna, Groupon, ISOCHEM, Aurelius, BCA, Droege. Udayana University 2003, University of Bayreuth 2005.
Stefan Bunk
Vara ↗Founder Vara. Hasso Plattner Institute BSc 2013
Leander Markisch
Floy ↗Stealth, Ex-BONDO Commerce, Business meets, Charger Hero, etventure. WHU Otto Beisheim School of Management BS 2020
Thorsten Lubinski
DiaMonTech ↗Ex-Co-Founder SixDoors, Plinga, Alazar. Berlin University of Applied Sciences Berlin BASc 1998, HHL Leipzig Graduate School of Management MBA 2000
Guido Baechler
Mainz BioMed ↗Founder Berkeley Life Science Advisors, ex-CEO Singulex, Roche Molecular Systems. University of Applied Sciences in Windisch, Switzerland BASC 1989
Education networks
24 profiles with education records.
Prior employers
5 profiles with prior-work records.
Profiles cover recorded founders and leaders; contact details remain in Radar.
RESEARCH SIGNALSWhat Digital Diagnostics research is working on
4,193 papers in the recorded worldwide scope.
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What Digital Diagnostics research is working on
4,193 papers in the recorded worldwide scope.
Research orientation
Contribution mix
Tone counts: 4,102 positive · 70 neutral · 21 negative.
- Computer-aided diagnosis47 papers
- Mammography20 papers
- Breast cancer19 papers
- Segmentation16 papers
- Diabetic retinopathy11 papers
- Lung cancer9 papers
- Nodule8 papers
- Image processing7 papers
Landmark: Computer-aided Diagnosis: How to Move from the Laboratory to the Clinic
- Computer-aided diagnosis14 papers
- Mammography14 papers
- Breast cancer10 papers
- Radiology7 papers
- Colonoscopy5 papers
- Receiver operating characteristic5 papers
- Pattern recognition5 papers
- Digital mammography4 papers
Landmark: Computer-aided diagnosis for colonoscopy
- Pattern recognition1,049 papers
- Segmentation815 papers
- Computer-aided diagnosis644 papers
- Convolutional neural network523 papers
- Mammography440 papers
- Support vector machine411 papers
- Breast cancer339 papers
- Feature extraction190 papers
Landmark: ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseas
Leading institutions
Leading researchers
Highly cited breakthrough-labelled papers
- ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases3,182 citations
- Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network1,317 citations
- A curated mammography data set for use in computer-aided detection and diagnosis research761 citations
- Lung Segmentation in Chest Radiographs Using Anatomical Atlases With Nonrigid Registration650 citations
- Breast cancer detection using deep convolutional neural networks and support vector machines489 citations
Common problems researchers identify
121 papers · 4 recurring themes
Common problems researchers identify · 01Pulmonary Nodule Detection Gaps
38 papers31.4% of this theme group
Researchers highlight persistent challenges in accurately identifying lung nodules on chest radiographs.
Nodule (9) · Computer-aided diagnosis (26) · Lung (7) · Lung cancer (8)
Computer-aided Detection Improves Detection of Pulmonary Nodules in Chest Radiographs beyond the Support by Bone-suppressed Images
New methods for using computer-aided detection information for the detection of lung nodules on chest radiographs
View research history
| Year | Share index |
|---|---|
| 2022 | 1302.6 |
| 2023 | 1316.1 |
| 2024 | 1258.8 |
| 2025 | 1126.7 |
Common problems researchers identify · 02Skin Cancer CAD Limitations
35 papers28.9% of this theme group
Studies point to unresolved issues in computer‑aided diagnosis for skin cancer imaging.
Computer-aided diagnosis (24) · Computer-aided (5) · Medical diagnosis (4) · Skin cancer (3)
Evaluation of computer-aided detection and diagnosis systems<sup>a)</sup>
Computer aided detection and diagnosis in medical imaging
View research history
| Year | Share index |
|---|---|
| 2022 | 52.5 |
| 2023 | 56.6 |
| 2024 | 53.8 |
| 2025 | 63.4 |
Common problems researchers identify · 03Breast Imaging Preprocessing Issues
29 papers24.0% of this theme group
Works emphasize difficulties in preprocessing and CAD performance for mammography‑based breast cancer detection.
Mammography (20) · Breast cancer (19) · Breast imaging (4) · Preprocessor (5)
Methods Used in Computer-Aided Diagnosis for Breast Cancer Detection Using Mammograms: A Review
Image processing and machine learning techniques used in computer-aided detection system for mammogram screening - a review
View research history
| Year | Share index |
|---|---|
| 2022 | 1293.1 |
| 2023 | 1659.3 |
| 2024 | 1450.5 |
| 2025 | 1333.8 |
Common problems researchers identify · 04Diabetic Retinopathy Diagnosis Hurdles
19 papers15.7% of this theme group
Literature notes ongoing obstacles in reliable automated detection and grading of retinal disease.
Diabetic retinopathy (10) · Fundus (6) · Retinopathy (5) · Retinal (4)
Recent Development on Detection Methods for the Diagnosis of Diabetic Retinopathy
Advancing diabetic retinopathy diagnosis with fundus imaging: A comprehensive survey of computer-aided detection, grading and classification
View research history
| Year | Share index |
|---|---|
| 2022 | 37.4 |
| 2023 | 33.7 |
| 2024 | 31.3 |
| 2025 | 33.3 |
Cautions
58 papers · 4 recurring themes
Cautions · 01CAD Use in Breast Imaging
21 papers36.2% of this theme group
Authors urge careful evaluation of computer‑aided tools for mammography and breast MRI interpretation.
Mammography (16) · Breast cancer (12) · Digital mammography (5) · Computer-aided diagnosis (8)
Application of CAD in the diagnosis of breast cancer
Computer‐Aided Detection in Breast Magnetic Resonance Imaging: a Review
View research history
| Year | Share index |
|---|---|
| 2022 | 1292.8 |
| 2023 | 1659.2 |
| 2024 | 1450.4 |
| 2025 | 1333.0 |
Cautions · 02Algorithmic Bias in MRI CAD
21 papers36.2% of this theme group
Papers caution against over‑reliance on pattern‑recognition models without thorough performance validation.
Pattern recognition (5) · Support vector machine (4) · Computer-aided diagnosis (8) · Magnetic resonance imaging (3)
How to Discriminate between Computer-Aided and Computer-Hindered Decisions
Multi-Reader Multi-Case Study for Performance Evaluation of High-Risk Thyroid Ultrasound with Computer-Aided Detection
View research history
| Year | Share index |
|---|---|
| 2022 | 1635.1 |
| 2023 | 1527.5 |
| 2024 | 1410.8 |
| 2025 | 1347.1 |
Cautions · 03Nodule ROC Interpretation Concerns
11 papers19.0% of this theme group
Research warns that receiver‑operating‑characteristic assessments may mislead clinical decisions for lung nodules.
Receiver operating characteristic (4) · Radiography (3) · Nodule (3) · Lung cancer (3)
Observer training for computer-aided detection of pulmonary nodules in chest radiography
Impact of Voxel Normalization on Machine Learning-Based Method: A Study on Pulmonary Nodule Malignancy Diagnosis Using Low-Dose Computed Tom
View research history
| Year | Share index |
|---|---|
| 2022 | 560.8 |
| 2023 | 465.1 |
| 2024 | 384.4 |
| 2025 | 371.9 |
Cautions · 04Colonoscopy CAD Reliability
5 papers8.6% of this theme group
Studies highlight uncertainty in computer‑aided detection accuracy for colorectal polyp identification.
Colonoscopy (5) · Virtual colonoscopy (2) · Colorectal Polyp (2) · Computer-aided diagnosis (3)
Computer-aided diagnosis for colonoscopy
Colonic polyps: application value of computer-aided detection in computed tomographic colonography.
View research history
| Year | Share index |
|---|---|
| 2022 | 8.0 |
| 2023 | 9.2 |
| 2024 | 6.4 |
| 2025 | 8.7 |
Opportunities
3,256 papers · 7 recurring themes
Opportunities · 01Advanced Segmentation Techniques
655 papers20.1% of this theme group
Emerging work explores sophisticated segmentation and pattern‑recognition methods for diverse diagnostic tasks.
Pattern recognition (381) · Segmentation (254) · Image segmentation (83) · Support vector machine (121)
Computer-Aided Pathology Image Classification and Segmentation Joint Analysis Model
Application of Computer-Aided Diagnosis Technology in Brain Tumour Detection
View research history
| Year | Share index |
|---|---|
| 2022 | 705.1 |
| 2023 | 726.0 |
| 2024 | 792.5 |
| 2025 | 921.0 |
Opportunities · 02Radiology‑Wide CAD Expansion
614 papers18.9% of this theme group
Broad research seeks to extend computer‑aided diagnosis across radiology, including virtual colonoscopy applications.
Computer-aided diagnosis (385) · Computer-aided (47) · Radiology (76) · Virtual colonoscopy (18)
Computer Aided Diagnosis System for Detection of Lung Cancer in CT Scan Images
Computer-aided detection systems to improve lung cancer early diagnosis: state-of-the-art and challenges
View research history
| Year | Share index |
|---|---|
| 2022 | 1108.0 |
| 2023 | 1034.0 |
| 2024 | 1013.7 |
| 2025 | 470.8 |
Opportunities · 03Multimodal Breast Cancer Imaging
526 papers16.2% of this theme group
Efforts focus on integrating mammography, ultrasound, and MRI data for improved breast cancer detection.
Breast cancer (260) · Breast ultrasound (76) · Mammography (156) · Breast MRI (36)
Classification of breast cancer mammogram images using convolution neural network
A Diagnostic Model of Breast Cancer Based on Digital Mammogram Images Using Machine Learning Techniques
View research history
| Year | Share index |
|---|---|
| 2022 | 1293.0 |
| 2023 | 1659.4 |
| 2024 | 1451.1 |
| 2025 | 1334.4 |
Opportunities · 04Lung Cancer Nodule Classification
523 papers16.1% of this theme group
Investigations target more accurate detection and classification of pulmonary nodules using CT imaging.
Lung cancer (141) · Nodule (116) · Lung (86) · Computer-aided diagnosis (184)
Analysis of various classification techniques for computer aided detection system of pulmonary nodules in CT
A computer aided diagnosis system for detection of lung nodules from series of CT slices
View research history
| Year | Share index |
|---|---|
| 2022 | 1302.6 |
| 2023 | 1316.1 |
| 2024 | 1258.8 |
| 2025 | 1126.7 |
Opportunities · 05Deep Learning Transfer for COVID‑19
386 papers11.9% of this theme group
Research leverages convolutional networks and transfer learning to address emerging respiratory disease imaging.
Convolutional neural network (311) · Transfer of learning (57) · Coronavirus disease 2019 (37) · Pattern recognition (152)
Computer-aided diagnosis of lung nodule classification between benign nodule, primary lung cancer, and metastatic lung cancer at different i
Computer‐Aided Diagnosis Research of a Lung Tumor Based on a Deep Convolutional Neural Network and Global Features
View research history
| Year | Share index |
|---|---|
| 2022 | 1009.3 |
| 2023 | 914.0 |
| 2024 | 647.4 |
| 2025 | 846.8 |
Opportunities · 06Mammographic Microcalcification Analysis
359 papers11.0% of this theme group
Studies develop pattern‑recognition models to better identify and classify microcalcifications in digital mammograms.
Mammography (271) · Digital mammography (56) · Microcalcification (41) · Pattern recognition (166)
Textural features based computer aided diagnostic system for mammogram mass classification
Computer aided detection of breast masses in mammography using support vector machine classification
View research history
| Year | Share index |
|---|---|
| 2022 | 103.8 |
| 2023 | 103.1 |
| 2024 | 105.8 |
| 2025 | 90.9 |
Opportunities · 07Retinal Disease Multi‑Task CAD
193 papers5.9% of this theme group
New approaches aim to detect diabetic retinopathy, glaucoma, and other retinal conditions within unified frameworks.
Diabetic retinopathy (82) · Fundus (94) · Retinal (50) · Glaucoma (39)
Proposed retinal abnormality detection and classification approach: Computer aided detection for diabetic retinopathy by machine learning ap
Computer Aided Diagnosis for Diabetic Retinopathy based on Fundus Image
View research history
| Year | Share index |
|---|---|
| 2022 | 70.8 |
| 2023 | 63.6 |
| 2024 | 62.5 |
| 2025 | 59.0 |
How this field compares with the research baseline
Orientation shares compared with 25,000 papers in the reference sample.
| Research orientation | This field | Reference sample |
|---|---|---|
| Promising | 50.2% | 37.1% |
| Breakthrough | 32.4% | 26.3% |
| Comparative | 6.6% | 4.0% |
| Descriptive | 6.5% | 17.5% |
| Problem-identifying | 2.7% | 9.4% |
| Cautionary | 1.4% | 4.7% |
| Critical | 0.3% | 1.1% |
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 paper | Papers | Share | Raised as a problem | Worldwide share |
|---|---|---|---|---|
| Bias & fairnessBreast Cancer Mass Detection in DCE–MRI Using Deep-Learning Features Followed by Discrimination of Infiltrative vs. In S | 10 | 0.26% | 0 (0.0%) | 0.26% |
| Privacy & surveillanceDistributed Human Intelligence for Colonic Polyp Classification in Computer-aided Detection for CT Colonography | 3 | 0.08% | 0 (0.0%) | 0.08% |
| Labour & data workUnleashing the potential of digital pathology data by training computer-aided diagnosis models without human annotations | 1 | 0.03% | 0 (0.0%) | 0.03% |
| Energy & datacenter footprint | 0 | 0.0% | 0 (%) | 0.0% |
| Water use | 0 | 0.0% | 0 (%) | 0.0% |
| Carbon & emissions of compute | 0 | 0.0% | 0 (%) | 0.0% |
| Hardware, e-waste & supply chain | 0 | 0.0% | 0 (%) | 0.0% |
| Safety & misuse | 0 | 0.0% | 0 (%) | 0.0% |
| Concentration of compute power | 0 | 0.0% | 0 (%) | 0.0% |
Institution and researcher rankings use citations to their covered work. Research scope: worldwide. This may be broader than the company geography.
GEOGRAPHIC FOOTPRINTWhere companies are based
Company counts, hiring and disclosed funding across the recorded hubs.
Expand panel +
Where companies are based
Company counts, hiring and disclosed funding across the recorded hubs.

Berlin
69 companies42.1% across the displayed hubs
10 companies hiring · $309.9M disclosed funding
Explore companies in Berlin ↗
Munich
30 companies18.3% across the displayed hubs
4 companies hiring · $123.0M disclosed funding
Explore companies in Munich ↗
Hamburg
24 companies14.6% across the displayed hubs
3 companies hiring · $22.2M disclosed funding
Explore companies in Hamburg ↗
Dusseldorf
9 companies5.5% across the displayed hubs
0 companies hiring · $0 disclosed funding
Explore companies in Dusseldorf ↗
Leipzig
9 companies5.5% across the displayed hubs
0 companies hiring · $110.2K disclosed funding
Explore companies in Leipzig ↗
Karlsruhe
8 companies4.9% across the displayed hubs
1 companies hiring · $449.4K disclosed funding
Explore companies in Karlsruhe ↗
Bremen
8 companies4.9% across the displayed hubs
0 companies hiring · $1.4M disclosed funding
Explore companies in Bremen ↗
Potsdam
7 companies4.3% across the displayed hubs
0 companies hiring · $17.8M disclosed funding
Explore companies in Potsdam ↗Digital Diagnostics in Germany: 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.
Company ecosystem snapshot: 3 September 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 ↗