医学 AI

Deep Learning with Self-Attention and Enhanced Preprocessing for Precise Diagnosis of Acute Lymphoblastic Leukemia from Bone Marrow Smears in Hemato-Oncology

Md. Maruf, Md. Mahbubul Haque, Bishowjit Paul

机构 * organization= Department of Mechatronics Engineering , addressline= Rajshahi University of Engineering \& Technology , city= Rajshahi , country= Bangladesh 纠错

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 cs.CV、cs.LG

Comments 26 pages, 15 figures, 8 tables. VGG19+MHSA with Focal Loss; test accuracy 99.25%

SugarcaneShuffleNet: A Very Fast, Lightweight Convolutional Neural Network for Diagnosis of 15 Sugarcane Leaf Diseases

Shifat E. Arman, Hasan Muhammad Abdullah, Syed Nazmus Sakib, RM Saiem, Shamima Nasrin Asha, Md Mehedi Hasan, Shahrear Bin Amin, S M Mahin Abrar

机构 * Department of Robotics and Mechatronics Engineering, University of Dhaka, Dhaka 1000, Bangladesh（机器人与机电工程系，达卡大学，达卡1000，孟加拉国） ； GIS and Remote Sensing Lab, Gazipur Agricultural University, Gazipur 1706, Bangladesh（地理信息系统与遥感实验室，加兹ipur农业大学，加兹ipur 1706，孟加拉国） ； Bangladesh Sugarcrop Research Institute, Ishwardi, Pabna, Bangladesh（孟加拉国甘蔗作物研究 institute，Ishwardi，Pabna，孟加拉国） ； Department of Computer Science and Engineering, University of Dhaka, Dhaka 1000, Bangladesh（计算机科学与工程系，达卡大学，达卡1000，孟加拉国） 纠错

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 cs.CV、cs.LG

Comments 18 pages, 19 figures, Submitted in Computers and Electronics in Agriculture

Bearing fault diagnosis based on multi-scale spectral images and convolutional neural network

Tongchao Luo, Mingquan Qiu, Zhenyu Wu, Zebo Zhao, Dingyou Zhang

专题命中 诊断辅助 ：diagnosis(title,abstract)；分类 cs.CV

Comments 12pages, 10 figures and 8 tables

Journal ref Journal of Vibroengineering (2025, Vol. 27, No. 6)

From Scores to Skills: A Cognitive Diagnosis Framework for Evaluating Financial Large Language Models

Ziyan Kuang, Feiyu Zhu, Maowei Jiang, Yanzhao Lai, Zelin Wang, Zhitong Wang, Meikang Qiu, Jiajia Huang, Min Peng, Qianqian Xie, Sophia Ananiadou

专题命中 诊断辅助 ：diagnosis(title,abstract)

Trustworthy AI Psychotherapy: Multi-Agent LLM Workflow for Counseling and Explainable Mental Disorder Diagnosis

Mithat Can Ozgun, Jiahuan Pei, Koen Hindriks, Lucia Donatelli, Qingzhi Liu, Junxiao Wang

机构 * Vrije Universiteit Amsterdam（阿姆斯特丹自由大学） ； Wageningen University and Research（瓦赫宁根大学和研究中心） ； Guangzhou University（广州大学） 纠错

专题命中 诊断辅助 ：diagnosis(title,abstract)

Comments This paper has been accepted by CIKM 2025 as a full paper

On the Diagnosis of Flaky Job Failures: Understanding and Prioritizing Failure Categories

Henri Aïdasso, Francis Bordeleau, Ali Tizghadam

专题命中 诊断辅助 ：diagnosis(title,abstract)

Comments This paper has been accepted at the 47th International Conference on Software Engineering: Software Engineering in Practice 2025

Intelligent Condition Monitoring of Industrial Plants: An Overview of Methodologies and Uncertainty Management Strategies

Maryam Ahang, Todd Charter, Mostafa Abbasi, Maziyar Khadivi, Oluwaseyi Ogunfowora, Homayoun Najjaran

机构 * Department of Electrical and Computer Engineering, University of Victoria（电气与计算机工程系，维多利亚大学） ； Department of Mechanical Engineering, University of Victoria（机械工程系，维多利亚大学） 纠错

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

LGE-Guided Cross-Modality Contrastive Learning for Gadolinium-Free Cardiomyopathy Screening in Cine CMR

Siqing Yuan, Yulin Wang, Zirui Cao, Yueyan Wang, Zehao Weng, Hui Wang, Lei Xu, Zixian Chen, Lei Chen, Zhong Xue, Dinggang Shen

机构 * School of Biomedical Engineering（生物医学工程学院） ； State Key Laboratory of Advanced Medical Materials and Devices（先进医疗材料与设备国家重点实验室） ； ShanghaiTech University（上海科技大学） ； United Imaging Intelligence（联合影像智能） ； Shanghai Clinical Research and Trial Center（上海临床研究与试验中心） ； Capital Medical University（首都医科大学） ； The First Hospital of Lanzhou University（兰州大学第一医院） 纠错

专题命中 诊断辅助 ：pathology(abstract)；分类 cs.CV

Comments Accepted to MLMI 2025 (MICCAI workshop); camera-ready version

Accelerating Historical K-Core Search in Temporal Graphs

Zhuo Ma, Dong Wen, Kaiyu Chen, Yixiang Fang, Xuemin Lin, Wenjie Zhang

专题命中 诊断辅助 ：diagnosis(abstract)