Radiology and Anatomical Pathology for Cancer

AI support for oncology radiology and pathology.

vision

0named models

660candidates

3deployments

3in Indonesia

Named Models

The research names no model for this use case.

Where this comes from

Models the research names for this use case. Research, with sources on each model record.

Who Runs It

production, 1contract signed, 1pilot, 1

Kasih Ibu Hospitals (Bali)Country: IndonesiaHarrison.ai radiology solutionVendor: Harrison.aiproductionDate–Rollout per search title onlyEvidence: company statementConfidence: lowSource: harrison.ai

Siloam Hospitals Group; UPH Medical Sciences GroupCountry: IndonesiaPhilips AI (products not stated) in radiology, pathology, cardiology, clinical operations, telemedicine, EMR, remote monitoringVendor: Philipscontract signedDate7 Oct 2024MoU; intends to introduceEvidence: company statementConfidence: lowSource: aap.com.au

Kemenkes; RS Kanker DharmaisCountry: IndonesiaHarrison.ai products (names not stated)Vendor: Harrison.aipilotDate9 Jul 2024MoU; clinical trials to evaluate; no outcome publishedEvidence: government statementConfidence: mediumSource: kemkes.go.id, disway.id, id.wikipedia.org

Where this comes from

Documented uses by named organisations. The evidence column says who made the claim.

Candidate Models

COCO val

A general benchmark for this model class, not a test on this use case. Object detection and segmentation AP (mAP50-95). Higher is better. Showing 10 of 11.

RF-DETR 2XLRoboflow vendor-reported60.1

YOLO26xUltralytics vendor-reported57.5

YOLO26lUltralytics vendor-reported55

D-FINEUniversity of Science and Technology of China (USTC), Institute of Artificial Intelligence, Hefei Comprehensive National Science Center independent55

RF-DETR MRoboflow vendor-reported54.7

YOLO26mUltralytics vendor-reported53.1

RF-DETR SRoboflow vendor-reported52.9

YOLO26sUltralytics vendor-reported48.6

YOLO11Ultralytics independent48.3

RF-DETR NRoboflow vendor-reported48

050100

YOLO26lUltralytics, visionReleasedJan 2026open weightsruns on edgehas scoreslast 18 months

YOLO26mUltralytics, visionReleasedJan 2026open weightsruns on edgehas scoreslast 18 months

YOLO26nUltralytics, visionReleasedJan 2026open weightsruns on edgehas scoreslast 18 months

YOLO26sUltralytics, visionReleasedJan 2026open weightsruns on edgehas scoreslast 18 months

YOLO26xUltralytics, visionReleasedJan 2026open weightshas scoreslast 18 months

RF-DETR 2XLRoboflow, visionReleasedNov 2025runs on edgehas scoreslast 18 months

RF-DETR MRoboflow, visionReleasedNov 2025runs on edgehas scoreslast 18 months

RF-DETR NRoboflow, visionReleasedNov 2025runs on edgehas scoreslast 18 months

RF-DETR SRoboflow, visionReleasedNov 2025runs on edgehas scoreslast 18 months

SAM 3Meta, visionReleasedNov 2025open weightshas scoreslast 18 months

Showing 10 of 660. All models of this class

Where this comes from

Derived, not researched: models in the directory whose class matches a class this use case uses, excluding family records and models shut down or deprecated. Ranked by how many fit facts they meet, then by release date. Each fit fact is read from the model record.

Use Case

Industry: healthcare and pharma
Model classes: vision
Benchmarks or datasets: not in the notes
Regulatory notes: Surat Edaran Menkominfo 9/2023 Etika Kecerdasan Artifisial, Kementerian Komunikasi dan Informatika (now Kementerian Komunikasi dan Digital)Radiology and anatomical pathology for cancer is an AI-based service run by an electronic system operator, and the circular asks such operators to build and use AI on the values of inclusivity, transparency, humanity and security.
UU 27/2022 Pelindungan Data Pribadi, DPR and President of the Republic of Indonesia (administered by Kementerian Komunikasi dan Digital)Radiology and anatomical pathology for cancer processes health data of patients, which the law treats as a specific category of personal data, so the controller needs a lawful basis, must protect the data and must honour data subject rights.
UU 17/2023 Kesehatan, DPR and President of the Republic of Indonesia (administered by Kementerian Kesehatan)Radiology and anatomical pathology for cancer is used in delivering health services or handling patient records, which this law governs through rules on medical records, health information systems, health technology and medical devices.
EU AI Act, Regulation (EU) 2024/1689 (international), European UnionRadiology and anatomical pathology for cancer is software that may qualify as a medical device or a safety component of one; the EU AI Act treats such AI as high-risk when the product is placed on the EU market.

Where this comes from

From the industry tracks T08 to T10 of the research notes.

R&D Topics

Links to R&D topics are awaiting review.

Where this comes from

Which R&D topics would most change this use case. Drafted by Claude from the topic definitions and the use case; proposed until approved.

Incidents

IBM Watson for Oncology Criticized by Customers for Allegedly Unsafe and Inaccurate Cancer Treatment RecommendationsUnited States, 2017-04-07, safetyInternal documents from IBM Watson Health showed negative assessments from customers such as Florida’s Jupiter Hospital and Memorial Sloan Kettering criticizing its Watson for Oncology product for allegedly unsafe and incorrect cancer treatment recommendations.

Where this comes from

Documented failures, harms or misuse in this kind of use, Indonesia first, then the region, then well-known cases elsewhere (AI Incident Database, OECD AI incidents monitor, reputable news). Not a claim about any deployment listed here.

In Neighbouring Countries

FeM SurgerySingapore, production, 2021-09-06Lunit INSIGHT MMG mammography AI in clinical breast cancer screening

Where this comes from

Documented deployments of this use case in Malaysia, Singapore, Thailand, Vietnam and the Philippines, each with its source.

Opportunities

Opportunities are awaiting review.

Where this comes from

Gaps found by rule in what the directory holds for this use case. Each is a proposal for review.

Links

IndustryHealthcare40 use cases, 66 deployments

Use CaseRadiology and Anatomical Pathology for CancerHealthcare

Modelsnone recorded

Who Runs It

Siloam Hospitals Group; UPH Medical Sciences GroupContract signed, 7 Oct 2024

Kemenkes; RS Kanker DharmaisPilot, 9 Jul 2024 Kasih Ibu Hospitals (Bali)In production

Graph

Deployments 3

Kasih Ibu Hospitals (Bali)Harrison.ai radiology solution, Indonesia Kemenkes; RS Kanker DharmaisHarrison.ai products (names not stated), Indonesia Siloam Hospitals Group; UPH Medical Sciences GroupPhilips AI (products not stated) in radiology, pathology, cardiology, clinical operations, telemedicine, EMR, remote monitoring, Indonesia

Sources

AI Mulai Wujudkan Efisiensi Pelayanan Kesehatan Indonesia kemkes.go.id https://kemkes.go.id/id/ai-mulai-wujudkan-efisiensi-pelayanan-kesehatan-indonesia

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "Radiology and Anatomical Pathology for Cancer", https://aurion.semai.id/usecases/hc-radiology-pathology-oncology/, records of October 2026.