Cloud-based AI platform for real-time medical imaging analysis & collaboration, enhancing diagnostics in healthcare & research. Operated by CarbGeM Inc.
Joined November 2024
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61 Photos and videos
Build once. Use across your team.
Trained models become shareable in-house AI apps — research, data science & engineering all run inference in one place. Free-tier access, limited time.
⚠️ Research Use Only (RUO).
Start your first project 👇
carb-connect.com/aistudio?ut…
#LifeSciences #AIinResearch #NoCodeAI #Bioimaging #MachineLearning
ALT Build once. Use across your team. Trained models become shareable in-house AI apps — research, data science & engineering all run inference in one place. Free-tier access, limited time. CarbConnect
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Jun 13
No Python. No GPU setup. No ML team.
CarbConnect AI Studio handles the pipeline: Setup → Upload → Review → Train → Results. Pick a mode (Fast / Accuracy / Auto), and get accuracy, precision, recall & F1 on every model.
Classification joins Anomaly Detection as the 2nd model category.
carb-connect.com/aistudio
ALT No Python. No GPU setup. No ML team. CarbConnect AI Studio handles the pipeline: Setup → Upload → Review → Train → Results. Pick a mode (Fast / Accuracy / Auto), and get accuracy, precision, recall & F1 on every model.
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Jun 13
文科省「SPReAD（SPReAD1000）」第2回公募が進行中（〜7/3正午）。CarbConnect®を基盤とした「AI for Science 伴走支援」へのご相談が増えています。PoCから社会実装まで一気通貫で伴走。
▼ carbgem.com/carbgem_ai_for_s…
#SPReAD1000 #AIforScience #CarbConnect #研究DX
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Jun 12
Folders in. AI out. 🔬
Build a custom image classifier in CarbConnect® AI Studio with zero code — just sort your images into folders, upload, and train. Folder name = class name.
Classification is now generally available. 🧵👇
carb-connect.com/aistudio?ut…
ALT Folders in. AI out. 🔬 Build a custom image classifier in CarbConnect® AI Studio with zero code — just sort your images into folders, upload, and train. Folder name = class name. Classification is now generally available. 🧵👇
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Jun 12
🧫 ZOI Pro on CarbConnect® automates inhibition-zone measurement from Petri dish images AND reports SIR (Sensitive/Intermediate/Resistant) results — speed standardization for AST. For AMR research. Free 14 days. RUO.
carb-connect.com/application…
#AMR #AST #ClinicalMicrobiology
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Jun 11
🧬 BM Smear AI 1.0 on CarbConnect® automates bone marrow smear cell classification with deep learning — trained on a large CELLAVISION DC-1 image dataset. For research labs. Free 14 days. RUO.
carb-connect.com/application…
#Hematology #DigitalPathology #MedAI
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Jun 10
🔬 Nugent Score AI 1.0 on CarbConnect® supports microbiologists in evaluating Nugent scores from Gram-stained C-mount microscope images — built for workflow consistency. An aid, not a diagnostic device. Free 14 days. RUO.
carb-connect.com/application…
#ClinicalMicrobiology #Microbiology #MedAI
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Jun 9
🦠 BiTTE lite on CarbConnect® classifies microorganisms into 7 morphology categories — GNR, GNC, GPR, GPC, yeast, no bacteria & combinations. A lightweight entry to AI-assisted microbial analysis. Free 14 days. RUO.
carb-connect.com/application…
#ClinicalMicrobiology #GramStain #MedAI
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Jun 8
🔬 Counting colonies by eye doesn't scale. Colony Counter 1.0 on CarbConnect® detects & counts bacterial colonies from agar plate images — total counts, bounding boxes, annotated output. For QC & research. RUO.
carb-connect.com/application…
#Microbiology #FoodSafety #LabAutomation
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Jun 7
🧫 Manual zone-of-inhibition reads vary lab to lab. ZOI 1.0 on CarbConnect® measures inhibition zones straight from Petri dish images — fast, consistent, reproducible. Built for AMR research. RUO.
carb-connect.com/application…
#AMR #ClinicalMicrobiology #LabAutomation
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Jun 2
The gap between "having data" and "having a working AI model" is where most research projects stall.
CarbGeM AI Academy shares the practical know-how to close that gap — distilled from years of regulated medical AI development.
Explore the content (free, English & Japanese):
▶ carbgem.com/ai-academy/index…
#MedAI #HealthTech #Biotech #LifeSciences
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Jun 1
Who is it for?
→ PIs and postdocs in biomedical research
→ Translational scientists building AI workflows
→ Public health teams exploring data-driven approaches
→ Researchers preparing grant proposals with AI components
Whether you're new to AI or scaling up — Academy meets you where you are.
#TranslationalResearch #Genomics #CompBio
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May 31
✅ Skin Cancer 1.0 on CarbConnect® Community Apps: an openly published Hugging Face model (syaha/skin_cancer_detection_model) integrated and verified by CarbGeM. Research-use AI in your browser, no environment setup. RUO.carb-connect.com/application… #MedicalImaging #DeepLearning
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May 31
Introducing CarbGeM AI Academy 🧬
A growing knowledge hub for life sciences researchers worldwide who want to bring AI into their own research — from data curation to model building, validation, and compute strategy.
Built from real-world experience developing regulatory-grade AI for biomedical domains.
▶ carbgem.com/ai-academy/index…
#LifeSciences #AIinPharma #Bioinformatics #DigitalHealth
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May 30
"AIを使う研究者"から、"AIで研究を形にする研究者"へ。
CarbGeM AI Academyは、医療機器プログラム開発から得た実装ノウハウを、研究者コミュニティへ還元する取り組みです。
最新コンテンツは随時公開。
ぜひお気軽にご覧ください。
▶ carbgem.com/ai-academy/index…
#AI #ライフサイエンス #バイオ #研究
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May 29
🔬 ZOI VET on CarbConnect®: AI measures zones; operator confirms the isolate; the system applies veterinary breakpoint tables → S / R / NO_MATCH per drug. Human-in-the-loop AST for the vet lab. RUO.
carb-connect.com/application…
#VetMicrobiology #AST #HumanInTheLoop
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May 29
CarbGeM AI Academyは、こんな研究者の方に。
・自分の研究領域にAIを取り入れたい
・データはあるが、どう学習させるか分からない
・限られた予算・期間で研究計画を設計したい
・グラント応募に向けてAI実装の勘所を掴みたい
分野は問いません。生命科学全般の研究者向けです。
#ライフサイエンス #ゲノム #DigitalHealth #研究者
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May 28
研究者のための学習の場、公開中です。
CarbGeM AI Academy ―
ライフサイエンス領域の研究者が、AIを自身の研究に実装するための実践知を学べるオンラインコンテンツ集。
データ整備、モデル構築、検証、計算資源の確保まで。
"研究を、AIで形にする"ためのナレッジを発信します。
▶ carbgem.com/ai-academy/index…
#ライフサイエンス #AI創薬 #バイオインフォマティクス #研究DX
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May 27
【6/2(火)17時 無料ウェビナー】
SPReAD 1000 第2回公募(令和8年6月上旬予定)に挑む研究者の方へ。
細菌感染症AI-SaMD「BiTTE®」の開発事例から、データ整備・アノテーション・モデル構築・検証・計算資源確保まで、限られた期間・予算でAI研究を形にする実践知を解説します。
登壇:宮塚功(カーブジェン株式会社 取締役)
詳細・登録 ▶ carbgem.com/news-20260526/?u…
#SPReAD1000 #AI創薬 #ライフサイエンス #SaMD #バイオインフォマティクス
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May 26
🔬 New on CarbConnect® Community Apps: Skin Cancer 1.0. A skin-lesion image classifier from Hugging Face (syaha/skin_cancer_detection_model), verified by CarbGeM and runnable in-browser. Research Use Only.carb-connect.com/application… #DermatologyAI #ComputerVision
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