# 中村 亮一 ＠ MEDIELITE LLC (@ryoichi_n) on x

- id: koinon:creator:x_ryoichi_n
- url: https://koinonlink.com/kol/x/ryoichi_n
- schema_version: 1.4

## Identity
- platform: x
- handle: ryoichi_n
- platform_url: https://twitter.com/ryoichi_n
- website: https://www.medielite.net/about
- country: Japan
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 941
- following: 205
- posts_total: 25534
- posts_observed: 1
- posts_per_day: 4.188
- account_age_days: 6097
- verified: true
- size_tier: nano

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: software
- subcategory: devtools
- category_confidence: 0.8
- category_source: derived_from_recent_content
- topics: Medical device innovation, Clinical engineering and interdisciplinary collaboration, Academic career paths in engineering and tech, AI integration in healthcare, University research and faculty recruitment, Commercialization of medical technology
- bio: メディエライト合同会社 代表社員 / 京都橘大学健康科学部臨床工学科 教授 / 東京科学大学 環境・社会理工学院 技術経営専門職学位課程在学(M2) / 千葉大学 IMO ビジネス＆テクノロジーアドバイザー / 東北大学病院・北海道大学病院 客員教授 / 医療機器 / 医工連携 / 起業・スタートアップ支援

## Audience (inferred)
- status: present
- description: Academics and professionals in clinical engineering, medical device innovation, and healthcare technology startups, primarily in Japan with ties to universities and medical institutions
- roles: general_ai
- seniority: practitioner
- pain_points: Struggling to keep up with rapid AI advancements in medical technology while maintaining academic or clinical relevance, Facing challenges in securing academic or research positions due to competitive and evolving hiring standards in enginee, Finding it difficult to translate niche medical innovations into commercially viable products or marketable solutions
- posts_analysed: 6
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.1
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 60
- authenticity_basis: profile_shape_only
- credibility_score: 60
- flagged_for_review: false
- koinon_bd_grade: C — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [x_ryoichi_n#3120453e] ・今週は臨床工学関連ニュース多数。 ・今期の講義「医工連携と臨床工学」をダイジェスト紹介。 ・OpenAIが一部のトップ大学研究者を対象に最新モデルを提供予定。組織間格差拡大の予感。 ・京都大学、3校目の国際卓越研究大学に正式認定。 ・Science Tokyo MOT 第3回説明会は9/12 オンライン開催。教授も公募中です。 ヘルステック・デジタル技術関連ニュースまとめ 2026＃31｜中村亮一 | MEDIELITE LLC https://t.co/MEAirtFw6m (https://twitter.com/ryoichi_n/status/2072962744438124676)
- [x_ryoichi_n#2320ced1] 【世界最細4mm内視鏡誕生へ】1本6,000円の使い捨て 胃がん検診の未来を変える！｜大阪NEWS【テレビ大阪ニュース】 (2026.08.02) https://t.co/L1dDqvYiUc 中島清一先生のエンドルミナルソリューションズ。 細経化と機能の絞り込みで胃がんの内視鏡検診をもっと身近に。
- [x_ryoichi_n#d521b399] JREC-IN Portal : 教授または准教授の公募（環境・社会理工学院イノベーション科学系）｜東京科学大学 (2026.07.27) https://t.co/UEyvXM6jbl イノベーション科学系/MOTで教授/准教授公募です。 〆切9月25日。 未だにWeb応募(郵送無し)の公募を見ると驚いてしまう。さすが。
- [x_ryoichi_n#8628bc37] AI時代に揺らぐ「工学部＝安全」神話、新卒採用25％減の現実と生き残りの条件 | Forbes JAPAN 公式サイト (2026.08.01) https://t.co/tq9C168kjL アメリカの話だが、日本でも急増したデータサイエンス系学科の卒業生の未来がどうなるかは明るくないと予想。 幅広い専門と幅広い選択肢を。
- [x_ryoichi_n#77455b9c] 8月オープンキャンパス2日目です！ https://t.co/stFa6l9DHW
- [x_ryoichi_n#a0408af9] この手のレポートはあまり見ないですが、あまりにニッチ＆自分は昔大量に買ってたので、懐かしさもありちょっと目に止まりました。 とはいえこのレポート、売れるんでしょうか… 胆嚢付き肝臓モデルの世界市場（2026年～2032年）、市場規模（PVC製硬質モデ

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=80, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=80, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=111, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.25, freshness_days=80, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=111, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=111, method=platform_profile

## Freshness
- profile_checked_days_ago: 111
- content_analysed_days_ago: 80
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 7
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=x_ryoichi_n
- Request removal: https://koinonlink.com/claim?k=x_ryoichi_n
- Terms: https://koinonlink.com/for-ai