医学 AI

A Neutrosophic Recommender System for Medical Diagnosis Based on Algebraic Neutrosophic Measures

Mumtaz Ali, Nguyen Van Minh, Le Hoang Son

专题命中 诊断辅助 ：diagnosis(title,abstract)

Comments Keywords: Medical diagnosis, neutrosophic set, neutrosophic recommender system, non-linear regression model

Similarity Matching Techniques for Fault Diagnosis in Automotive Infotainment Electronics

Mashud Kabir

专题命中 诊断辅助 ：diagnosis(title,abstract)

Comments International Journal of Computer Science Issues(IJCSI), Volume 3, pp14-19, August 2009

Journal ref M. Kabir, " SIMILARITY MATCHING TECHNIQUES FOR FAULT DIAGNOSIS IN AUTOMOTIVE INFOTAINMENT ELECTRONICS", International Journal of Computer Science Issues(IJCSI), Volume 3, pp14-19, August 2009

VR-IPS: Virtual Reality Tool for Photic Stimulation in Photosensitive Diagnosis

VR-IPS：用于光敏感性诊断的虚拟现实光刺激工具

Fernando Moncada Martins, Daniel Pérez Prádanos, Angel Rio-Alvarez, MG Cano-Celestino, María Antonia Gutiérrez, Pablo Calvo Calleja, D. Kasteleijn-Nolst Trenite, Víctor M. González

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 q-bio

AI总结 针对间歇性光刺激（IPS）诊断光敏感性存在漏诊的问题，提出VR-IPS虚拟现实光刺激工具，扩展了刺激类型，可适配头显或显示器，便于医生控制刺激流程以提升诊断效果。

Integrating Chain-of-Thought and Retrieval Augmented Generation Enhances Rare Disease Diagnosis from Clinical Notes

将链式思维与检索增强生成相结合增强了从临床笔记中诊断罕见疾病的性能

Zhanliang Wang, Da Wu, Quan Nguyen, Kai Wang

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 q-bio

AI总结 本研究提出RAG驱动的CoT和CoT驱动的RAG方法，通过结合链式思维与检索增强生成，提升从临床笔记中诊断罕见疾病的性能。

DeepBD: A Grounded Agentic Workflow for Variant Prioritization and Diagnosis of Genetic Birth Defects

DeepBD：一种用于遗传性出生缺陷变异优先级排序和诊断的基于实体的智能体工作流

Shiyu Li, Ziqi Yan, Zhihao Wu, Jielong Lu, Weiran Liao, Jiajun Yu, Genjie Li, Zeyu Chu, Jiajun Bu, Haishuai Wang

机构 * College of Computer Science and Technology, Zhejiang University, Hangzhou, China（浙江大学计算机科学与技术学院，杭州，中国） 纠错

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 q-bio

AI总结 提出DeepBD，一种结合LLM、预训练证据引擎和专家模块的智能体工作流，用于遗传性出生缺陷的变异优先级排序和诊断，在内部基准上优于现有方法。

A Versatile AI Agent for Rare Disease Diagnosis and Risk Gene Prioritization

一种多功能AI代理用于罕见病诊断和风险基因优先级排序

Tianyu Liu, Wangjie Zheng, Rui Yang, Benny Kai Guo Loo, Hui Zhang, Jeffries Lauran, Jianlei Gu, Botao Yu, Weihao Xuan, Kexin Huang, Nan Liu, James Zou, Yonghui Jiang, Hua Xu, Hongyu Zhao

机构 * Interdepartmental Program in Computational Biology and Bioinformatics, Yale University（耶鲁大学计算生物学与生物信息学联合计划） ； Department of Biostatistics, Yale University（耶鲁大学生物统计学系） ； Broad Institute of MIT and Harvard（哈佛大学与麻省理工学院联合Broad研究所） ； Center for Biomedical Data Science, Duke-NUS Medical School（杜克-新加坡医学学校生物医学数据科学中心） ； Sport and Exercise Medicine Service, KK Women’s and Children’s Hospital Training Program, Duke-NUS Medical School（杜克-新加坡医学学校KK妇女儿童医院运动与医学服务培训项目） ； Training Program, Duke-NUS Medical School（杜克-新加坡医学学校培训项目） ； Department of Computer Science and Engineering, The Ohio State University（俄亥俄州立大学计算机科学与工程系） ； Department of Complexity Science and Engineering, The University of Tokyo（东京大学复杂科学与工程系） ； Center for Advanced Intelligence Project, RIKEN（日本理化学研究所高级智能项目中心） ； NUS Artificial Intelligence Institute, National University of Singapore（新加坡国立大学人工智能研究所） ； Department of Biostatistics and Bioinformatics, Duke University（杜克大学生物统计学与生物信息学系） ； Department of Biomedical Data Science, Stanford University（斯坦福大学生物医学数据科学系） ； Department of Genetics, Yale University（耶鲁大学遗传学系） ； Wu Tsai Institute, Yale University（耶鲁大学吴天教授研究所） ； Department of Biomedical Informatics and Data Science, Yale University（耶鲁大学生物医学信息学与数据科学系） 纠错

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 q-bio

AI总结 本文提出Hygieia系统，通过整合多源数据提升罕见病诊断准确性与风险基因优先级排序能力，实验表明其在多个诊断基准上表现优异，有效减轻临床工作负担。

Comments 32 pages, 6 figures

RareCollab: an LLM-powered framework for multimodal reasoning in Mendelian disease diagnosis

RareCollab: 一种基于大语言模型的多模态推理框架，用于孟德尔疾病诊断

Guantong Qi, Jiasheng Wang, Mei Ling Chong, Zahid Shaik, Shenglan Li, Shinya Yamamoto, Maura R. Z. Ruzhnikov, Devon E. Bonner, Jennefer N. Carter, Kevin S. Smith, Matthew T. Wheeler, Stephen B. Montgomery, Jonathan A. Bernstein, Sasidhar Pasupuleti, Undiagnosed Diseases Network, Pengfei Liu, Hu Chen, Zhandong Liu

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 q-bio

AI总结 RareCollab通过整合基因组、表型和转录组证据，提升孟德尔疾病诊断的多模态推理能力，其在890名患者中实现了对94%诊断基因的高优先级识别，优于现有方法。

Sleep Disorder Diagnosis Using EEG Signals and LSTM Deep Learning Method

Mohammad Reza Yousefi, Reza Rahimi

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 q-bio

Comments 15 pages

Strategic Control of Drug-Resistant HIV: Multi-Strain Modeling with Diagnosis, Adherence, and Treatment Switching

Ashish Poonia, Siddhartha P. Chakrabarty

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 q-bio

Multi-Site rs-fMRI Domain Alignment for Autism Spectrum Disorder Auxiliary Diagnosis Based on Hyperbolic Space

Yiqian Luo, Qiurong Chen, Fali Li, Peng Xu, Yangsong Zhang

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 q-bio

Single shot diagnosis of ion channel dysfunction from assimilation of cell membrane dynamics

Paul G Morris, Joseph D. Taylor, Julian F. R. Paton, Alain Nogaret

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 q-bio

Comments 42 pages, 6 figures, 3 tables

Journal ref Scientific Reports 14, 6031 (2024)

Guidelines for Gaze-based Neural Preliminary Diagnosis

Mayar Elfares, Salma Younis, Pascal Reisert, Ralf Küsters, Tobias Renner, Andreas Bulling

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 q-bio

Intelligent Depression Prevention via LLM-Based Dialogue Analysis: Overcoming the Limitations of Scale-Dependent Diagnosis through Precise Emotional Pattern Recognition

Zhenguang Zhong, Zhixuan Wang

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 q-bio

A mathematical model for droplet separation by surface tension using contact cantilevers -- applications to {\it{in situ}} diagnosis and treatment

Sonia Elizabeth Teodorescu

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 q-bio

COVID-19: post infection implications in different age groups, mechanism, diagnosis, effective prevention, treatment, and recommendations

Muhammad Akmal Raheem, Muhammad Ajwad Rahim, Ijaz Gul, Md. Reyad-ul-Ferdous, Liyan Le, Junguo Hui, Shuiwei Xia, Minjiang Chen, Dongmei Yu, Vijay Pandey, Peiwu Qin, Jiansong Ji

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 q-bio

Focal Loss Analysis of Peripapillary Nerve Fiber Layer Reflectance for Glaucoma Diagnosis

Ou Tan, Dongseok Choi, Aiyin Chen, David S. Greenfield, Brian A. Francis, Rohit Varma, Joel S. Schuman, David Huang, Advanced Imaging for Glaucoma Study Group

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 q-bio

Comments 18 pages. arXiv admin note: text overlap with arXiv:2006.13522

Vector-borne threats: Sustainable approaches to their diagnosis and treatment

Areesha Naveed, Ayesha Haidar, Rameen Atique, Arshi Saeed, Bushra Anwar, Ambreen Talib, Uzma Bilal, Javeria Sharif, Ayesha Nadeem, Sania Tariq, Ayesha Muazzam, Abdul Samad

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 q-bio

Comments 4 Figure, 1 table

Assessing the Utility of Large Language Models for Phenotype-Driven Gene Prioritization in Rare Genetic Disorder Diagnosis

Junyoung Kim, Jingye Yang, Kai Wang, Chunhua Weng, Cong Liu

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 q-bio

Comments 56 pages, 6 figures, 6 tables, 2 supplementary tables

Adversarial-Robust Transfer Learning for Medical Imaging via Domain Assimilation

Xiaohui Chen, Tie Luo

专题命中 诊断辅助 ：medical image(abstract)；diagnosis(abstract)；biomedical(abstract)；分类 cs.CV、cs.LG

Comments 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), May 2024, Taiwan

Guidelines in Wastewater-based Epidemiology of SARS-CoV-2 with Diagnosis

Madiha Fatima, Zhihua Cao, Aichun Huang, Shengyuan Wu, Xinxian Fan, Yi Wang, Liu Jiren, Ziyun Zhu, Qiongrou Ye, Yuan Ma, Joseph K. F Chow, Peng Jia, Yangshou Liu, Yubin Lin, Manjun Ye, Tong Wu, Zhixun Li, Cong Cai, Wenhai Zhang, Cheris H. Q. Ding, Yuanzhe Cai, Feijuan Huang

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 q-bio

Clinical dichotomania: A major cause of over-diagnosis and over-treatment?

Huw Llewelyn

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 q-bio

Evaluation of Parkinsons disease with early diagnosis using single-channel EEG features and auditory cognitive assessment

Lior Molcho, Neta B. Maimon, Neomi Hezi, Talya Zeimer, Nathan Intrator, Tanya Gurevich

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 q-bio

Utterance Classification with Logical Neural Network: Explainable AI for Mental Disorder Diagnosis

Yeldar Toleubay, Don Joven Agravante, Daiki Kimura, Baihan Lin, Djallel Bouneffouf, Michiaki Tatsubori

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 q-bio

Comments ACL 2023

Compelling new electrocardiographic markers for automatic diagnosis

Cristina Rueda, Itziar Fernández, Yolanda Larriba, Alejandro Rodríguez-Collado, Christian Canedo

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 q-bio

Blood-derived lncRNAs as potential biomarkers for early cancer diagnosis: The Good, the Bad and the Beauty

Cedric Badowski, Bing He, Lana X Garmire

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 q-bio

Comments 40 pages, 3 Figures, 2 Tables

A Novel Tool for the Accurate and Affordable Early Diagnosis of Pancreatic Cancer via Machine Learning and Bioinformatics

Siya Goel, Clark Gedney, Jean Honorio

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 q-bio

Using Reports of Own and Others' Symptoms and Diagnosis on Social Media to Predict COVID-19 Case Counts: Observational Infoveillance Study in Mainland China

Cuihua Shen, Anfan Chen, Chen Luo, Jingwen Zhang, Bo Feng, Wang Liao

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 q-bio

Comments Published journal article: https://www.jmir.org/2020/5/e19421/

Journal ref J Med Internet Res 2020;22(5):e19421

Role of Edge Device and Cloud Machine Learning in Point-of-Care Solutions Using Imaging Diagnostics for Population Screening

Amit Kharat, Vinay Duddalwar, Krishna Saoji, Ashrika Gaikwad, Viraj Kulkarni, Gunjan Naik, Rohit Lokwani, Swaraj Kasliwal, Sudeep Kondal, Tanveer Gupte, Aniruddha Pant

专题命中 诊断辅助 ：MRI(abstract)；CT(abstract)；diagnosis(abstract)；分类 cs.LG、eess.IV

Decoding SARS-CoV-2 transmission, evolution and ramification on COVID-19 diagnosis, vaccine, and medicine

Rui Wang, Yuta Hozumi, Changchuan Yin, Guo-Wei Wei

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 q-bio

Comments 23 pages, 13 figures and 13 tables

Fundamental Limitations in Biomarker Based Early Disease Diagnosis

Tuhin Chakrabortty, Chandra R. Murthy, Manoj Varma

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 q-bio

Comments 12 pages, 4 figures