医学 AI - arXivDaily 专题

2410.01235 2024-10-03 stat.AP 50%

A Blockwise Mixed Membership Model for Multivariate Longitudinal Data: Discovering Clinical Heterogeneity and Identifying Parkinson's Disease Subtypes

Kai Kang, Yuqi Gu

专题命中临床大模型：diagnosis(abstract)

Comments 35 pages, 8 figures

2406.10303 2024-09-24 cs.CL cs.AI 50%

A Survey on Large Language Models from General Purpose to Medical Applications: Datasets, Methodologies, and Evaluations

Jinqiang Wang, Huansheng Ning, Yi Peng, Qikai Wei, Daniel Tesfai, Wenwei Mao, Tao Zhu, Runhe Huang

专题命中临床大模型：diagnosis(abstract)

Comments 25 pages,4 figures

2409.04642 2024-09-10 stat.AP 50%

Enhancing Electrocardiography Data Classification Confidence: A Robust Gaussian Process Approach (MuyGPs)

Ukamaka V. Nnyaba, Hewan M. Shemtaga, David W. Collins, Amanda L. Muyskens, Benjamin W. Priest, Nedret Billor

专题命中临床大模型：diagnosis(abstract)

Comments 14 pages

2407.03325 2024-09-04 math.NA cs.NA 50%

On the accuracy and efficiency of reduced order models: towards real-world applications

Pierfrancesco Siena, Paquale Claudio Africa, Michele Girfoglio, Gianluigi Rozza

专题命中临床大模型：biomedical(abstract)

2408.13808 2024-08-27 cs.CL 50%

Towards Reliable Medical Question Answering: Techniques and Challenges in Mitigating Hallucinations in Language Models

Duy Khoa Pham, Bao Quoc Vo

专题命中临床大模型：biomedical(abstract)

Comments 9 pages

2408.02709 2024-08-07 cs.SE cs.AI 50%

Enhancing Medical Learning and Reasoning Systems: A Boxology-Based Comparative Analysis of Design Patterns

Chi Him Ng

专题命中临床大模型：healthcare AI(abstract)

2408.01112 2024-08-06 cs.MA 50%

Agentic LLM Workflows for Generating Patient-Friendly Medical Reports

Malavikha Sudarshan, Sophie Shih, Estella Yee, Alina Yang, John Zou, Cathy Chen, Quan Zhou, Leon Chen, Chinmay Singhal, George Shih

专题命中临床大模型：radiology(abstract)

Comments 12 pages, 7 figures

2406.07362 2024-07-30 cs.HC 50%

AI.vs.Clinician: Unveiling Intricate Interactions Between AI and Clinicians through an Open-Access Database

Wanling Gao, Yuan Liu, Zhuoming Yu, Dandan Cui, Wenjing Liu, Xiaoshuang Liang, Jiahui Zhao, Jiyue Xie, Hao Li, Li Ma, Ning Ye, Yumiao Kang, Dingfeng Luo, Peng Pan, Wei Huang, Zhongmou Liu, Jizhong Hu, Fan Huang, Gangyuan Zhao, Chongrong Jiang, Tianyi Wei, Zhifei Zhang, Yunyou Huang, Jianfeng Zhan

专题命中临床大模型：diagnosis(abstract)

Comments 12 pages

2407.16905 2024-07-25 cs.CY cs.AI cs.HC 50%

Assessing the role of clinical summarization and patient chart review within communications, medical management, and diagnostics

Chanseo Lee, Kimon-Aristotelis Vogt, Sonu Kumar

专题命中临床大模型：diagnosis(abstract)

2407.14324 2024-07-22 cs.RO physics.med-ph 50%

Bio-inspired Soft Grippers for Biological Applications

Rekha Raja, Ali Leylavi Shoushtari

专题命中临床大模型：biomedical(abstract)

Journal ref CRC Press, a Taylor and Francis Group 2024

2407.13678 2024-07-19 stat.ME 50%

Joint modelling of time-to-event and longitudinal response using robust skew normal-independent distributions

Srimanti Dutta, Arindom Chakraborty, Dipankar Bandyopadhyay

专题命中临床大模型：biomedical(abstract)

2406.15474 2024-06-25 cs.AI cs.CL cs.HC 50%

WundtGPT: Shaping Large Language Models To Be An Empathetic, Proactive Psychologist

Chenyu Ren, Yazhou Zhang, Daihai He, Jing Qin

专题命中临床大模型：diagnosis(abstract)

2406.10653 2024-06-18 cs.CY cs.AI 50%

Justice in Healthcare Artificial Intelligence in Africa

Aloysius Ochasi, Abdoul Jalil Djiberou Mahamadou, Russ B. Altman

专题命中临床大模型：healthcare AI(abstract)

Comments 14 pages

2406.05505 2024-06-11 cs.IR cs.AI 50%

I-SIRch: AI-Powered Concept Annotation Tool For Equitable Extraction And Analysis Of Safety Insights From Maternity Investigations

Mohit Kumar Singh, Georgina Cosma, Patrick Waterson, Jonathan Back, Gyuchan Thomas Jun

专题命中临床大模型：biomedical(abstract)

2406.05193 2024-06-11 stat.ME stat.CO 50%

Probabilistic Clustering using Shared Latent Variable Model for Assessing Alzheimers Disease Biomarkers

Yizhen Xu, Scott Zeger, Zheyu Wang

专题命中临床大模型：diagnosis(abstract)

2403.10822 2024-06-10 cs.CL 50%

Can Large Language Models abstract Medical Coded Language?

Simon A. Lee, Timothy Lindsey

专题命中临床大模型：biomedical(abstract)

2108.13263 2024-05-28 stat.ME 50%

Optimal Multi-Wave Validation of Secondary Use Data with Outcome and Exposure Misclassification

Sarah C. Lotspeich, Gustavo G. C. Amorim, Pamela A. Shaw, Ran Tao, Bryan E. Shepherd

专题命中临床大模型：biomedical(abstract)

Comments Main text (29 pages), followed by Supplementary Materials (19 pages)

2405.03066 2024-05-24 cs.ET 50%

A scoping review of using Large Language Models (LLMs) to investigate Electronic Health Records (EHRs)

Lingyao Li, Jiayan Zhou, Zhenxiang Gao, Wenyue Hua, Lizhou Fan, Huizi Yu, Loni Hagen, Yongfeng Zhang, Themistocles L. Assimes, Libby Hemphill, Siyuan Ma

专题命中临床大模型：diagnosis(abstract)

2401.01825 2024-05-02 cs.CL cs.IR 50%

Physio: An LLM-Based Physiotherapy Advisor

Rúben Almeida, Hugo Sousa, Luís F. Cunha, Nuno Guimarães, Ricardo Campos, Alípio Jorge

专题命中临床大模型：diagnosis(abstract)

Comments Demo, ECIR 2024, 3rd Sword AI challenge 2023

Journal ref Advances in Information Retrieval. ECIR 2024. Lecture Notes in Computer Science, vol 14612. Springer, Cham

2404.16031 2024-04-25 cond-mat.mtrl-sci 50%

Emergence of rapid solidification microstructure in additive manufacturing of a Magnesium alloy

D. Tourret, R. Tavakoli, A. D. Boccardo, A. K. Boukellal, M. Li, J. Molina-Aldareguia

专题命中临床大模型：biomedical(abstract)

2309.07430 2024-04-15 cs.CL 50%

Adapted Large Language Models Can Outperform Medical Experts in Clinical Text Summarization

Dave Van Veen, Cara Van Uden, Louis Blankemeier, Jean-Benoit Delbrouck, Asad Aali, Christian Bluethgen, Anuj Pareek, Malgorzata Polacin, Eduardo Pontes Reis, Anna Seehofnerova, Nidhi Rohatgi, Poonam Hosamani, William Collins, Neera Ahuja, Curtis P. Langlotz, Jason Hom, Sergios Gatidis, John Pauly, Akshay S. Chaudhari

专题命中临床大模型：radiology(abstract)

Comments 27 pages, 19 figures

Journal ref Nature Medicine, 2024

2403.17764 2024-03-27 physics.med-ph 50%

Can patient-specific acquisition protocol improve performance on defect detection task in myocardial perfusion SPECT?

Nu Ri Choi, Md Ashequr Rahman, Zitong Yu, Barry A. Siegel, Abhinav K. Jha

专题命中临床大模型：diagnosis(abstract)

Comments To be published in the Proceedings of SPIE, Medical Imaging 2024

2403.15501 2024-03-26 cs.CL cs.IR 50%

Enhancing Medical Support in the Arabic Language Through Personalized ChatGPT Assistance

Mohamed Issa, Ahmed Abdelwahed

专题命中临床大模型：diagnosis(abstract)

Comments This paper was presented at The International conference for Arabic language and applied linguistics

2402.10326 2024-03-25 math.OC cs.NA math.NA stat.ML 50%

Mathematical Opportunities in Digital Twins (MATH-DT)

Harbir Antil

专题命中临床大模型：biomedical(abstract)

2311.09465 2024-03-21 math.NA cs.NA physics.flu-dyn 50%

A new stabilized time-spectral finite element solver for fast simulation of blood flow

Mahdi Esmaily, Dongjie Jia

专题命中临床大模型：diagnosis(abstract)

Comments *Correspondence: me399@cornell.edu

2403.09203 2024-03-15 physics.bio-ph physics.med-ph 50%

Perspectives on physics-based one-dimensional modeling of lung physiology

Aranyak Chakravarty, Debjit Kundu, Mahesh V. Panchagnula, Alladi Mohan, Neelesh A. Patankar

专题命中临床大模型：diagnosis(abstract)

2403.08607 2024-03-14 cs.CL cs.AI 50%

MedInsight: A Multi-Source Context Augmentation Framework for Generating Patient-Centric Medical Responses using Large Language Models

Subash Neupane, Shaswata Mitra, Sudip Mittal, Noorbakhsh Amiri Golilarz, Shahram Rahimi, Amin Amirlatifi

专题命中临床大模型：diagnosis(abstract)

2309.12444 2024-03-01 cs.CL 50%

Foundation Metrics for Evaluating Effectiveness of Healthcare Conversations Powered by Generative AI

Mahyar Abbasian, Elahe Khatibi, Iman Azimi, David Oniani, Zahra Shakeri Hossein Abad, Alexander Thieme, Ram Sriram, Zhongqi Yang, Yanshan Wang, Bryant Lin, Olivier Gevaert, Li-Jia Li, Ramesh Jain, Amir M. Rahmani

专题命中临床大模型：diagnosis(abstract)

Comments 14 pages, 4 figures, 2 tables, journal paper

2402.01398 2024-02-05 stat.ME stat.CO 50%

penalizedclr: an R package for penalized conditional logistic regression for integration of multiple omics layers

Vera Djordjilović, Erica Ponzi, Therese Haugdahl Nøst, Magne Thoresen

专题命中临床大模型：biomedical(abstract)

2402.00877 2024-02-05 cs.NI cs.SY eess.SY 50%

A Review on Recent Energy Harvesting Methods for Increasing Battery Efficiency in WBANs

Hossein Yektamoghadam, Amirhossein Nikoofard, Fatemeh Pourhanifeh Doust, Mehdi Delrobaei

专题命中临床大模型：biomedical(abstract)

Comments 12 pages, 5 figures, 2 tables

1. 临床大模型 958 篇

A Blockwise Mixed Membership Model for Multivariate Longitudinal Data: Discovering Clinical Heterogeneity and Identifying Parkinson's Disease Subtypes

A Survey on Large Language Models from General Purpose to Medical Applications: Datasets, Methodologies, and Evaluations

Enhancing Electrocardiography Data Classification Confidence: A Robust Gaussian Process Approach (MuyGPs)

On the accuracy and efficiency of reduced order models: towards real-world applications

Towards Reliable Medical Question Answering: Techniques and Challenges in Mitigating Hallucinations in Language Models

Enhancing Medical Learning and Reasoning Systems: A Boxology-Based Comparative Analysis of Design Patterns

Agentic LLM Workflows for Generating Patient-Friendly Medical Reports

AI.vs.Clinician: Unveiling Intricate Interactions Between AI and Clinicians through an Open-Access Database

Assessing the role of clinical summarization and patient chart review within communications, medical management, and diagnostics

Bio-inspired Soft Grippers for Biological Applications

Joint modelling of time-to-event and longitudinal response using robust skew normal-independent distributions

WundtGPT: Shaping Large Language Models To Be An Empathetic, Proactive Psychologist

Justice in Healthcare Artificial Intelligence in Africa

I-SIRch: AI-Powered Concept Annotation Tool For Equitable Extraction And Analysis Of Safety Insights From Maternity Investigations

Probabilistic Clustering using Shared Latent Variable Model for Assessing Alzheimers Disease Biomarkers

Can Large Language Models abstract Medical Coded Language?

Optimal Multi-Wave Validation of Secondary Use Data with Outcome and Exposure Misclassification

A scoping review of using Large Language Models (LLMs) to investigate Electronic Health Records (EHRs)

Physio: An LLM-Based Physiotherapy Advisor

Emergence of rapid solidification microstructure in additive manufacturing of a Magnesium alloy

Adapted Large Language Models Can Outperform Medical Experts in Clinical Text Summarization

Can patient-specific acquisition protocol improve performance on defect detection task in myocardial perfusion SPECT?

Enhancing Medical Support in the Arabic Language Through Personalized ChatGPT Assistance

Mathematical Opportunities in Digital Twins (MATH-DT)

A new stabilized time-spectral finite element solver for fast simulation of blood flow

Perspectives on physics-based one-dimensional modeling of lung physiology

MedInsight: A Multi-Source Context Augmentation Framework for Generating Patient-Centric Medical Responses using Large Language Models

Foundation Metrics for Evaluating Effectiveness of Healthcare Conversations Powered by Generative AI

penalizedclr: an R package for penalized conditional logistic regression for integration of multiple omics layers

A Review on Recent Energy Harvesting Methods for Increasing Battery Efficiency in WBANs