Feuille de Route IA pour la Prévention, le Traitement et l'Éradication des Maladies Prioritaires

Abstract ENThis document, produced with the assistance of ChatGPT o3 and GPT-5 Thinking, is released under the Apache 2.0 licence. It is a voluntary defensive publication (prior art) and therefore enters the prior art upon release under the applicable patent statutes (art. L 611-11 CPI / art. 54(2) CBE), 35 U.S.C. §102(a), Chinese Patent Law Art. 22(5) (中华人民共和国专利法), and Japanese Patent Act Art. 29(1) (特許法). It discloses 110 enabling healthcare inventions spanning devices and sensors, diagnostics and assays, AI/ML algorithms and platforms, closed-loop control, imaging/reconstruction, materials and drug delivery, manufacturing and QA, interoperability/privacy, workflows and safety, and supply/logistics. Each proposal includes a concise contribution, novelty rationale, intended strategy, and at least one IPC and one CPC code. Together they establish timestamped, citable prior art and a practical blueprint for sovereign, energy-efficient, equitable AI in care pathways. Résumé FRCe document, produit avec l’assistance de ChatGPT o3 et GPT-5 Thinking, est publié sous licence Apache 2.0. Il constitue une publication défensive (antériorité) et entre de ce fait dans l’état de la technique lors de sa mise à disposition au public conformément aux textes applicables : EPC Art. 54(2) (European Patent Convention), French IPC Art. L 611-11 (Code de la propriété intellectuelle), 35 U.S.C. §102(a) (United States Patent Act), Loi chinoise sur les brevets Art. 22(5) (中华人民共和国专利法) et Loi japonaise sur les brevets Art. 29(1) (特許法). Il divulgue 110 inventions « enabling » couvrant dispositifs/capteurs, diagnostics/tests, IA/logiciels, boucles fermées, imagerie/reconstruction, matériaux/déploiement thérapeutique, procédés/QA, interopérabilité/privacité, UX/sécurité et logistique. Chaque proposition précise contribution, nouveauté, stratégie, et au moins un code IPC et un code CPC, afin d’établir une antériorité horodatée opposable (preuve RFC 3161 / FreeTSA). Timestamp: 2025-10-12T16:15:57ZSHA-256: 290865c28c0ad6bd29bff1e4e4df782791ccd116e336895c48847a21b267f42c Liste des innovations & classification (IPC ; CPC) 1) AI lung CT screening — A61B 6/03 ; G06T 7/002) Assisted WSI pathology — G06N 3/04 ; G16H 50/203) Multimodal therapy response — G16H 50/70 ; G06N 20/004) Prehospital STEMI ECG AI — A61B 5/0408 ; G16H 40/205) Population stroke risk score — G16H 50/30 ; G06F 18/246) Safe RL heart-failure titration — G16H 50/70 ; G06N 5/047) Federated CGM coaching — G16H 40/67 ; G06N 20/008) Targeted prediabetes screening — G16H 50/20 ; G06F 18/249) T2D hospitalization prediction — G16H 50/30 ; G06F 18/2410) Opportunistic COPD detection — G16H 20/10 ; G06N 7/0011) COPD exacerbation IoT alert — A61B 5/00 ; G16H 40/6312) COPD rehab phenotyping — G16H 50/20 ; G06V 10/8213) Early Alzheimer multimodal — G16H 50/20 ; G06N 20/0014) Neuro-vocal home monitoring — A61B 5/00 ; G16H 40/6715) NLP trial matching (AD) — G16H 10/60 ; G06F 40/3016) Suicide risk NLP score — G16H 50/30 ; G06N 7/0017) Safe CBT chatbot — G16H 20/70 ; G06F 40/2018) SMI relapse via mobile — A61B 5/00 ; G16H 40/6719) AMR MALDI-TOF AI — C12Q 1/04 ; G16H 40/2020) Nosocomial cluster graph ML — G16H 10/60 ; G06N 7/0221) Antibiotic stock forecasting — G06Q 10/08 ; G16H 20/7022) Epidemic early-warning IA — G16H 10/60 ; G06F 16/2723) GxP MLOps for SaMD — G06F 11/36 ; G16H 50/7024) Privacy-first federated stack — H04L 9/32 ; G06N 3/0825) Offline-first maternal edge — A61B 5/02 ; G16H 40/2026) Vaccine cold-chain optimizer — G06Q 10/08 ; B65D 81/3827) Medical fairness auditor — G16H 50/70 ; G06N 3/0828) Per-inference carbon meter — G06F 11/30 ; Y02E 60/0029) Auto CE/FDA dossier builder — G06F 16/21 ; G16H 50/7030) PACS AI microservice — G06F 13/38 ; G16H 40/6331) Adaptive radiotherapy RL — A61N 5/10 ; G06N 5/0432) Multimodal surgical AR — A61B 34/10 ; G06T 7/24633) Ultra-low-dose lung CT — A61B 6/00 ; G06T 5/5034) Titrating smart inhaler — A61M 11/00 ; G16H 40/6335) Soft respiratory patch — A61B 5/00 ; H10H 10/3636) Voice biomarkers depression/anxiety — A61B 5/16 ; G10L 25/5437) DP synthetic rare cohorts — G16H 50/70 ; G06N 20/0038) Safe clinical domain adaptation — G06F 18/24 ; G06T 5/6039) Medical model compression — G06F 11/36 ; Y02E 60/0040) Calibration-as-a-Service (imaging) — G01N 33/50 ; G06F 16/2041) Federated audit ledger — H04L 9/32 ; G06F 21/6242) Inference forensic watermark — G06F 21/10 ; H04N 21/266243) Microfluidic POC AMR — C12Q 1/68 ; B01L 3/502744) On-device TB X-ray (LMIC) — A61B 6/00 ; G16H 40/2045) Bayesian LNP optimization — A61K 9/127 ; C08L 33/0046) AI-guided exosome targeting — A61K 35/12 ; C12N 15/9047) Last-mile vax geo-targeting — G06Q 10/08 ; G01S 19/4148) Respiratory audio triage — A61B 5/16 ; G10L 25/2749) AI-guided compressed MRI — A61B 5/055 ; G06T 5/5050) PET respiratory motion fix — A61B 6/03 ; G06T 7/7351) Adaptive US beamforming — A61B 8/08 ; G06T 7/0052) AR-guided polyp resection — A61B 1/043 ; G06T 7/7353) Stain-norm as a service — G01N 33/68 ; G06F 16/2154) Federated active-learning orchestrator — H04L 9/32 ; G06N 3/0855) FHIR-OPA consent engine — G16H 10/60 ; G06F 21/6256) TEE/HSM EHR analytics — H04L 9/30 ; G06F 21/5757) Synthetic control arm (RWD) — G06Q 50/22 ; G16H 50/7058) RL scheduler for adaptive trials — G06F 11/36 ; G06N 5/0459) Stroke triage from CTP — A61B 6/03 ; G06T 7/3360) Prehospital AR triage — A61B 5/024 ; G06T 19/0061) Implantable MEMS insulin pump — A61M 5/142 ; B81C 99/0062) Inhaled NP antibiotic — A61K 9/14 ; B82Y 5/0063) Antimicrobial device coating — A61L 29/08 ; C23C 22/0564) Smart PCM for cold-chain — B65D 81/38 ; G06Q 10/0865) Air-gapped hospital orchestrator — G06F 9/50 ; G16H 50/7066) Energy-aware inference scheduler — G06F 9/50 ; Y02E 60/0067) Medical dataset watermarking — G06F 21/10 ; H04N 21/266268) Validated FHIR↔OMOP mapper — G16H 10/60 ; G06F 16/2169) Clinical error budget tool — G16H 50/70 ; G06N 3/0470) Generative bias stress-test — G16H 50/70 ; G06N 3/0871) SMPC private cohorts — H04L 9/32 ; G06F 21/6272) AI-titrated transdermal patch — A61M 37/00 ; A61K 9/7073) Pediatric ultra-low-dose CT — A61B 6/00 ; G06T 5/6074) Real-time sepsis EHR alert — G16H 40/20 ; G06N 7/0075) Renal twin for dialysis — A61M 1/16 ; G06N 20/0076) Edge-AI stethoscope — A61B 7/00 ; G16H 40/6777) Smartphone malaria RDT reader — G01N 33/569 ; G16H 40/2078) AI TB microscopy — G01N 21/64 ; G06V 10/8279) Neonatal jaundice camera — A61B 5/145 ; G16H 40/6780) Nailbed anemia screening — A61B 5/145 ; G06T 7/59381) Breath VOC analysis — G01N 27/12 ; G16H 40/6382) ED bed/flow orchestrator — G06Q 50/22 ; G16H 20/7083) OR scheduling optimizer — G06Q 10/08 ; G16H 20/7084) Multimodal tele-triage — G16H 40/20 ; G06N 7/0085) Multilingual clinical NER (EU) — G16H 10/60 ; G06F 40/3086) Sovereign EHDS gateway — G16H 10/60 ; G06F 21/6287) Semi-supervised image auto-label — G06T 7/00 ; G06N 20/0088) Clinical shift monitor — G06F 11/36 ; G16H 50/7089) Audio/text de-identification — G06F 21/62 ; G10L 25/9090) HAS guideline aligner — G16H 50/30 ; G06F 40/3091) AI-Act CDS validator — G06F 11/36 ; G16H 50/7092) Secure clinical A/B platform — G06Q 50/22 ; G16H 50/7093) PPRL identity linkage — H04L 9/32 ; G16H 10/6094) Oncology site selection — G06Q 50/22 ; G16H 50/7095) Assisted variant interpretation — C12Q 1/6886 ; G06F 16/2196) Omics QC pipeline — C12Q 1/24 ; G16H 40/2097) Lab robotics scheduler — G05B 19/418 ; B01L 3/0098) Cancer pathway optimizer — G06Q 50/22 ; G16H 20/7099) UWB RTLS in OR — G01S 5/02 ; H01Q 1/24100) Reusable sterile imaging cover — A61L 2/02 ; C08J 5/22101) Antimicrobial HEPA filter — A61L 9/16 ; B01D 46/10102) Biodegradable temp patch — A61B 5/01 ; G01K 7/00103) Optimized health drones — G06Q 10/08 ; B64C 39/02104) AR procedural training — G09B 23/28 ; G06T 19/00105) Sepsis bundle trigger — A61M 5/142 ; G16H 40/20106) Clinical threshold governance — G16H 50/70 ; G06N 3/04107) Billing fraud/error detector — G06Q 20/40 ; G16H 50/30108) Fair appointment scheduler — G06Q 10/06 ; G16H 20/70109) Green-ML protocol library — G06F 11/36 ; Y02E 60/00110) UV-dose badge for staff — G01J 1/42 ; A61L 2/10 Keywordslung-cancer screening, whole-slide imaging, multimodal oncology, prehospital ECG, stroke risk score, reinforcement learning, digital twin, continuous glucose monitoring, federated learning, differential privacy, primary care NLP, COPD exacerbation, phenotyping clustering, Alzheimer early diagnosis, wearable biomarkers, trial matching, suicide prevention, conversational CBT, serious mental illness, antimicrobial resistance, MALDI-TOF, nosocomial outbreak, antibiotic forecasting, epidemic early warning, MLOps GxP, edge AI, maternal health, vaccine cold chain, fairness auditing, carbon footprint, regulatory automation, PACS microservice

Topic: Artificial Intelligence in Healthcare and Education
Subfield: Health Informatics
Field: Medicine
Domain: Health Sciences