Clinical Decision Support: Diagnostic Suggestion and Laboratory Result Review

Suggests possible diagnoses from symptoms, reviews laboratory results and flags abnormalities, and looks up clinical evidence for doctors, who make the decision.

LLM tabularunverified

0named models

434candidates

2deployments

2in 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, 1pilot, 1

RSCM (RSUPN Dr. Cipto Mangunkusumo)Country: IndonesiaAI diagnostic suggestion from symptoms and AI review of laboratory results (products not named)Vendor: not statedproductionDate2026In use; no figures stated. Page undated (after March 2026)Evidence: company statementConfidence: lowSource: govinsider.asia

Halodoc (PT Media Dokter Investama)Country: IndonesiaAIDA (AI Doctor Assistant) for administrative tasks and evidence lookup, overseen by a Board of Medical Excellence (model not named)Vendor: Halodoc (in-house)pilotDate21 Aug 2025Over 80 percent of partner doctors report benefit; up to 93 percent accuracy (company claims)Evidence: company statementConfidence: lowSource: fortuneidn.com

Where this comes from

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

Candidate Models

SEA-HELM leaderboard, 58 models, SEA average

A general benchmark for this model class, not a test on this use case. SEA average and per-language (incl. Indonesian) scores for open-weight models. Higher is better. Showing 10 of 11.

Qwen3.6-35B-A3BAlibaba (Qwen) maintainer-run73.86

Qwen3.5-35B-A3BAlibaba (Qwen) maintainer-run73.55

gemma-3-27b-itGoogle maintainer-run64.54

Gemma-SEA-LION-v4-27B-ITAI Singapore maintainer-run64.35

gpt-oss-20bOpenAI maintainer-run60.64

Llama-3.3-70B-InstructMeta maintainer-run60.44

Qwen3-8BAlibaba (Qwen) maintainer-run60.33

GLM 4.7 FlashZ.ai (Zhipu) maintainer-run53.76

Gemma-3-4B-itGoogle maintainer-run47.84

Nemotron 3 Nano 30B-A3BNVIDIA maintainer-run46.89

050100

Nemotron-SEA-LION-v4.8-120B-A12BAI Singapore, LLMReleasedSep 2026open weightsIndonesian statedhas scoreslast 18 months

Nemotron-SEA-LION-v4.8-30B-A3BAI Singapore, LLMReleasedSep 2026open weightsIndonesian statedhas scoreslast 18 months

Qwen-SEA-LION-v4.5-27B-ITAI Singapore, LLMReleasedMay 2026open weightsIndonesian statedhas scoreslast 18 months

Qwen3.6-35B-A3BAlibaba (Qwen), LLMReleasedApr 2026open weightsruns on edgehas scoreslast 18 months

Nemotron 3 SuperNVIDIA, LLMReleased2026open weightsIndonesian statedhas scoreslast 18 months

Nemotron 3.5 Lightning 30B-A3BNVIDIA, LLMReleased2026open weightsIndonesian statedhas scoreslast 18 months

gpt-oss-120bOpenAI, LLMReleasedAug 2025open weightsIndonesian statedhas scoreslast 18 months

Granite 4.2 8BIBM, LLMReleasedSep 2026open weightshas scoreslast 18 months

Hy4-previewTencent, LLMReleasedAug 2026open weightshas scoreslast 18 months

GLM-5.3Z.ai (Zhipu), LLMReleasedAug 2026open weightshas scoreslast 18 months

Showing 10 of 434. 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: LLMtabularunverified
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)Clinical decision support: diagnostic suggestion and laboratory result review 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)Clinical decision support: diagnostic suggestion and laboratory result review 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)Clinical decision support: diagnostic suggestion and laboratory result review 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 UnionClinical decision support: diagnostic suggestion and laboratory result review 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.
Epic Systems’s Sepsis Prediction Algorithms Revealed to Have High Error Rates on Seriously Ill PatientsUnited States, 2021-08-01, safetyEpic System's sepsis prediction algorithms was shown by investigators at the University of Michigan Hospital to have high rates of false positives and false negatives, allegedly delivering inaccurate and irrelevant information on patients, contrasting sharply with their published claims.
Kidney Testing Method Allegedly Underestimated Risk of Black PatientsUnited States, 1999-03-16, discriminationDecades-long use of the estimated glomerular filtration rate (eGFR) method to test kidney function which considers race has been criticized by physicians and medical students for its racist history and inaccuracy against Black patients.

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

SIMFONI (Singapore Medical Foundation AI Model) national R&D initiativeSingapore, state-owned, research, 2026-07-09Foundation models adapted to local clinical data for decision support in cardiometabolic primary care and eye disease

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 CaseClinical Decision Support: Diagnostic Suggestion and Laboratory Result ReviewHealthcare

Modelsnone recorded

Who Runs It

RSCM (RSUPN Dr. Cipto Mangunkusumo)In production, 2026 Halodoc (PT Media Dokter Investama)Pilot, 21 Aug 2025

Graph

Deployments 2

Halodoc (PT Media Dokter Investama)AIDA (AI Doctor Assistant) for administrative tasks and evidence lookup, overseen by a Board of Medical Excellence (model not named), Indonesia RSCM (RSUPN Dr. Cipto Mangunkusumo)AI diagnostic suggestion from symptoms and AI review of laboratory results (products not named), Indonesia

Sources

govinsider.asia/indo-id/article/rscm-di-garis-depan-transform... https://govinsider.asia/indo-id/article/rscm-di-garis-depan-transformasi-layanan-kesehatan
fortuneidn.com/tech/halodoc-luncurkan-aida-teknologi-ai-pend... https://www.fortuneidn.com/tech/halodoc-luncurkan-aida-teknologi-ai-pendamping-dokter-di-indonesia-00-4vfn9-t7fjqb

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "Clinical Decision Support: Diagnostic Suggestion and Laboratory Result Review", https://aurion.semai.id/usecases/hc-clinical-decision-support/, records of October 2026.