BMC Med Res Methodol February 2018 PMID 29482517

DeepSurv: personalized treatment recommender system using a Cox proportional hazards deep neural network.

Jared L Katzman, Uri Shaham, Alexander Cloninger, Jonathan Bates, Tingting Jiang, Yuval Kluger

Mentions

23
Peak: 2 in May 2019
across 6 sources since May 2019

Extended reach

5,737
potential audience

Total likes

11

Video views

1,082

Mentions per month

May 2019 – Jun 2025

Where it's discussed

  • YouTube7 videos
  • X / Twitter5 posts
  • Facebook4 posts
  • Blogs3 articles
  • Reddit2 posts
  • News2 articles

AI synopsis

What people are saying

The overall discussion demonstrates a positive and engaged attitude towards the publication, with examples like mentions of journal clubs scheduled to discuss the paper and references to related models, which show active interest and recognition of its importance in advancing personalized treatment strategies.

AgreementModerate agreement

Most discussions show support for the significance of DeepSurv and its contributions to personalized medicine.

InterestModerate interest

Participants express moderate interest through mentions of journal clubs and upcoming discussions, indicating engagement but not overwhelming enthusiasm.

EngagementModerate engagement

The conversations reference specific studies and upcoming meetings, suggesting a thoughtful level of engagement with the research.

ImpactModerate impact

The focus on the potential of DeepSurv in making personalized treatment recommendations reflects recognition of its meaningful impact in clinical research.

Abstract in brief

  • DeepSurv is a deep neural network that enhances traditional survival models by better understanding how individual patient features influence treatment outcomes, enabling personalized treatment recommendations.
  • The study shows that DeepSurv performs as well as or better than existing models, accurately capturing complex relationships between patient data and risks, and can be used to suggest treatments that may increase patient survival times.
  • This tool empowers medical researchers to better explore, predict, and understand the effects of patient characteristics on survival, helping improve decision-making in personalized medicine.]

Top posts

Most liked on X and Bluesky
Babak Taati
@Babak_Taati · X

Journal club: on May 7 we'll read these 2 papers: - DeepSurv: Personalized Treatment Recommender System Using A Cox Proportional Hazards Deep Neural Network -A Scalable Discrete-Time Survival Model for Neural Networks May 7, 1-3 pm @TRI_UHN @KITE_UHN https://t.co/zZ0GrcEymd

May 3, 2019 · 7 likes · 1 share · 1,135 followers View post →
Dr. Nicola Luigi Bragazzi (MD, PhD, MPH)
@NicolaBragazzi · X

DeepSurv https://t.co/kf4NXciAr6

Jun 18, 2025 · 1,333 followers View post →
Masanory
@Masanori_724 · X

起きたら読む (PDF) DeepSurv: Personalized treatment recommender system using a Cox proportional hazards deep neural network https://t.co/38U9iFiUKL

Nov 12, 2019 · 831 followers View post →
Soumen Pramanik, SDS, Mercedes-Benz Mobility
@soumen_eclectic · X

RT @Babak_Taati: Journal club: on May 7 we'll read these 2 papers: - DeepSurv: Personalized Treatment Recommender System Using A Cox Prop…

May 5, 2019 · 1 share · 704 followers View post →

All mentions

Dr. Nicola Luigi Bragazzi (MD, PhD, MPH)
@NicolaBragazzi · X

DeepSurv https://t.co/kf4NXciAr6

Jun 18, 2025 · 1,333 followers View post →
parfait(パルフェ)
@paru_tann0707 · X

DeepSurv、初めて知ったけどこれ面白いね。共変数の線形性の仮定がいらないっていうのは楽。DeepSurvは今後もチェックしておこう。https://t.co/8zDADL4XOY

Dec 2, 2021 · 649 followers View post →
Masanory
@Masanori_724 · X

起きたら読む (PDF) DeepSurv: Personalized treatment recommender system using a Cox proportional hazards deep neural network https://t.co/38U9iFiUKL

Nov 12, 2019 · 831 followers View post →
Soumen Pramanik, SDS, Mercedes-Benz Mobility
@soumen_eclectic · X

RT @Babak_Taati: Journal club: on May 7 we'll read these 2 papers: - DeepSurv: Personalized Treatment Recommender System Using A Cox Prop…

May 5, 2019 · 1 share · 704 followers View post →
Babak Taati
@Babak_Taati · X

Journal club: on May 7 we'll read these 2 papers: - DeepSurv: Personalized Treatment Recommender System Using A Cox Proportional Hazards Deep Neural Network -A Scalable Discrete-Time Survival Model for Neural Networks May 7, 1-3 pm @TRI_UHN @KITE_UHN https://t.co/zZ0GrcEymd

May 3, 2019 · 7 likes · 1 share · 1,135 followers View post →