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A Large-Scale Observational Study of the Causal Effects of

WEBA Large-Scale Observational Study of the Causal Effects of a Behavioral Health Nudge Achille Nazaret∗ Columbia University [email protected] Guillermo Sapiro

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Narrative Style and the Spread of Health Misinformation on …

WEBNarrative Style and the Spread of Health Misinformation on Twitter Achyutarama R. Ganti1∗, Eslam Hussein2∗, Steven R. Wilson1, Zexin Ma3, Xinyan Zhao4 1Oakland …

Category: Health Go Health

Identifying Early Maladaptive Schemas from Mental Health

WEBIdentifying Early Maladaptive Schemas from Mental Health Question Texts §†Sujatha Das Gollapalli, §‡Beng Heng Ang,†See-Kiong Ng †Institute of Data Science, National …

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EHRSQL: A Practical Text-to-SQL Benchmark for Electronic …

WEBEHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records Gyubok Lee 1, Hyeonji Hwang , Seongsu Bae , Yeonsu Kwon2, Woncheol Shin 1, Seongjun Yang , …

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Dynamic Survival Transformers for Causal Inference with Electronic

WEBIn medicine, researchers often seek to infer the effects of a given treatment on patients' outcomes, such as the expected time until infection. However, the standard …

Category: Medicine Go Health

EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health

WEBThis paper presents EHRSQL, a new text-to-SQL dataset for question answering (QA) from electronic health records (EHRs). The paper provides a …

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3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing

WEBAbstract: The recent 3D medical ViTs (e.g., SwinUNETR) achieve the state-of-the-art performances on several 3D volumetric data benchmarks, including 3D …

Category: Medical Go Health

Learning Domain-Agnostic Representation for Disease Diagnosis

WEBGuided by this, we propose a novel Domain Agnostic Representation Model (DarMo) based on variational Auto-Encoder. To facilitate disentanglement, we design …

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Security vulnerabilities in healthcare: an analysis of medical

WEBThe integration of IoT in healthcare has introduced vulnerabilities in medical devices and software, posing risks to patient safety and system integrity. This study …

Category: Medical Go Health

The PANORAMA knowledge graph based prediction of outdoor air

WEBIn this paper, we present the PANORAMA knowledge graph based prediction approach of the links between pollutants exposure and health outcomes. PANORAMA …

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Ricardo Henao OpenReview

WEBAssociate Professor. King Abdullah University of Science and Technology (kaust.edu.sa) 2022 – Present. Assistant Professor. Duke University (duke.edu) 2015 – 2022. Postdoc. …

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Diffusion Probabilistic Modeling of Protein Backbones in 3D for the

WEBAbstract: Construction of a scaffold structure that supports a desired motif, conferring protein function, shows promise for the design of vaccines and enzymes. But …

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Graph Transformers on EHRs: Better Representation Improves

WEBFollowing the success of transformer-based methods across various machine learning applications, their adoption for healthcare predictive tasks using …

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Attention U-Net: Learning Where to Look for the Pancreas

WEBWe propose a novel attention gate (AG) model for medical imaging that automatically learns to focus on target structures of varying shapes and sizes. Models …

Category: Medical Go Health

Venues OpenReview

WEBUniversity of Trento IECS Qual Ex 23-24. CSAE 2024 Conference. MLSys 2024 Conference. CCL 2024 Conference. KDD 2024 Research Track. UAI 2024 Conference. …

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GEASS: Neural causal feature selection for high-dimensional

WEBTL;DR: We propose a new method (GEASS) to identify causally interacting features for high-dimensional spatial/temporal structured data, and apply it to several biological data …

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CLUSTER BASED FEATURE IMPORTANCE LEARNING FOR …

WEBCLUSTER-BASED FEATURE IMPORTANCE LEARNING FOR ELECTRONIC HEALTH RECORD TIME-SERIES Anonymous authors Paper under double-blind review …

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CASCADED CONTRASTIVE MEDICAL LANGUAGE IMAGE …

WEBUnder review as a conference paper at ICLR 2024 CASCADED CONTRASTIVE MEDICAL LANGUAGE- IMAGE PRETRAINING ON MEDICAL IMAGES Anonymous authors …

Category: Medical Go Health

Uni-Mol: A Universal 3D Molecular Representation Learning …

WEBIn this paper, we propose a universal 3D MRL framework, called Uni-Mol, that significantly enlarges the representation ability and application scope of MRL schemes. …

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