医学 AI

From Diagnosis to Improvement: Probing Spatio-Physical Reasoning in Vision Language Models

Tiancheng Han, Yunfei Gao, Yong Li, Wuzhou Yu, Qiaosheng Zhang, Wenqi Shao

专题命中 诊断辅助 ：diagnosis(title)；分类 cs.CV

Comments 9 pages, 6 figures

Improving ARDS Diagnosis Through Context-Aware Concept Bottleneck Models

Anish Narain, Ritam Majumdar, Nikita Narayanan, Dominic Marshall, Sonali Parbhoo

机构 * Imperial College London（帝国理工学院伦敦校区） 纠错

专题命中 诊断辅助 ：diagnosis(title)；分类 cs.LG

Comments 32 pages, 7 figures, accepted at Machine Learning for Healthcare Conference (MLHC) 2025

Enhancing Lung Disease Diagnosis via Semi-Supervised Machine Learning

Xiaoran Xu, In-Ho Ra, Ravi Sankar

专题命中 诊断辅助 ：diagnosis(title)；分类 cs.LG

Reproducibility of Machine Learning-Based Fault Detection and Diagnosis for HVAC Systems in Buildings: An Empirical Study

Adil Mukhtar, Michael Hadwiger, Franz Wotawa, Gerald Schweiger

机构 * Graz University of Technology（格拉茨技术大学） 纠错

专题命中 诊断辅助 ：diagnosis(title)；分类 cs.LG

Classification of Psychiatry Clinical Notes by Diagnosis: A Deep Learning and Machine Learning Approach

Sergio Rubio-Martín, María Teresa García-Ordás, Antonio Serrano-García, Clara Margarita Franch-Pato, Arturo Crespo-Álvaro, José Alberto Benítez-Andrades

专题命中 诊断辅助 ：diagnosis(title)；分类 cs.LG

Journal ref PeerJ Comput. Sci., vol. 11, p. e3045, July 2025

Model Compression Engine for Wearable Devices Skin Cancer Diagnosis

Jacob M. Delgado-López, Andrea P. Seda-Hernandez, Juan D. Guadalupe-Rosado, Luis E. Fernandez Ramirez, Miguel Giboyeaux-Camilo, Wilfredo E. Lugo-Beauchamp

机构 * Department of Computer Science and Engineering（计算机科学与工程系） ； University of Puerto Rico Mayagüez（波多黎各五月谷大学） 纠错

专题命中 诊断辅助 ：diagnosis(title)；分类 cs.LG

Evaluating LLMs and Prompting Strategies for Automated Hardware Diagnosis from Textual User-Reports

Carlos Caminha, Maria de Lourdes M. Silva, Iago C. Chaves, Felipe T. Brito, Victor A. E. Farias, Javam C. Machado

机构 * Laboratório de Sistemas e Banco de Dados (LSBD) Departamento de Computação / Universidade Federal do Ceará (UFC) -- Fortaleza -- CE -- Brazil（系统与数据库实验室（LSBD）计算机系/北卡罗来纳州立大学（UFC）——福塔莱扎——CE——巴西） 纠错

专题命中 诊断辅助 ：diagnosis(title)；分类 cs.LG

Comments To be published in the Proceedings of the Brazilian Integrated Software and Hardware Seminar 2025 (SEMISH 2025)

Incorporating Rather Than Eliminating: Achieving Fairness for Skin Disease Diagnosis Through Group-Specific Expert

Gelei Xu, Yuying Duan, Zheyuan Liu, Xueyang Li, Meng Jiang, Michael Lemmon, Wei Jin, Yiyu Shi

机构 * University of Notre Dame（诺丁汉大学） ； Emory University（埃默里大学） 纠错

专题命中 诊断辅助 ：diagnosis(title)；分类 cs.CV

Comments 11 pages, 2 figures

Synthetic ALS-EEG Data Augmentation for ALS Diagnosis Using Conditional WGAN with Weight Clipping

Abdulvahap Mutlu, Şengül Doğan, Türker Tuncer

专题命中 诊断辅助 ：diagnosis(title)；分类 cs.LG

Comments The code is available on GitHub: https://github.com/abdulvahapmutlu/als-synthetic-data-augmentation-wgan

Hierarchical Transformer for Electrocardiogram Diagnosis

Xiaoya Tang, Jake Berquist, Benjamin A. Steinberg, Tolga Tasdizen

机构 * Scientific Computing and Imaging Institute, University of Utah（科学计算与成像研究所，犹他大学） ； Nora Eccles Harrison Cardiovascular Research and Training Institute, University of Utah（诺拉·埃克尔斯·哈里森心血管研究与培训研究所，犹他大学） ； University of Colorado Anschutz Medical Campus（科罗拉多大学安舒茨医疗校园） 纠错

专题命中 诊断辅助 ：diagnosis(title)；分类 cs.LG

Mitigating Overfitting in Medical Imaging: Self-Supervised Pretraining vs. ImageNet Transfer Learning for Dermatological Diagnosis

Iván Matas, Carmen Serrano, Miguel Nogales, David Moreno, Lara Ferrándiz, Teresa Ojeda, Begoña Acha

专题命中 诊断辅助 ：diagnosis(title)；分类 cs.CV

Comments 6 pages, 2 tables, 2 figures

Fine-Grained Rib Fracture Diagnosis with Hyperbolic Embeddings: A Detailed Annotation Framework and Multi-Label Classification Model

Shripad Pate, Aiman Farooq, Suvrankar Datta, Musadiq Aadil Sheikh, Atin Kumar, Deepak Mishra

机构 * Indian Institute of Technology Jodhpur（印度理工学院贾姆pur分校） ； All India Institute of Medical Sciences Delhi（全印度医学科学研究所德里） ； Government Medical College Srinagar（政府医学院斯里 Nagar） 纠错

专题命中 诊断辅助 ：diagnosis(title)；分类 cs.CV

Fault Diagnosis of 3D-Printed Scaled Wind Turbine Blades

Luis Miguel Esquivel-Sancho, Maryam Ghandchi Tehrani, Mauricio Muñoz-Arias, Mahmoud Askari

专题命中 诊断辅助 ：diagnosis(title)；分类 cs.LG

Robust Root Cause Diagnosis using In-Distribution Interventions

Lokesh Nagalapatti, Ashutosh Srivastava, Sunita Sarawagi, Amit Sharma

专题命中 诊断辅助 ：diagnosis(title)；分类 cs.LG

Comments Accepted at ICLR-25

Dynamic Contextual Attention Network: Transforming Spatial Representations into Adaptive Insights for Endoscopic Polyp Diagnosis

Teja Krishna Cherukuri, Nagur Shareef Shaik, Sribhuvan Reddy Yellu, Jun-Won Chung, Dong Hye Ye

机构 * Department of Computer Science, Georgia State University（计算机科学系，佐治亚州立大学） ； Gachon University, Gil Medical Center（加恩大学，Gil医疗中心） 纠错

专题命中 诊断辅助 ：diagnosis(title)；分类 cs.CV

Comments Accepted at 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2025

Multi-omics data integration for early diagnosis of hepatocellular carcinoma (HCC) using machine learning

Annette Spooner, Mohammad Karimi Moridani, Azadeh Safarchi, Salim Maher, Fatemeh Vafaee, Amany Zekry, Arcot Sowmya

专题命中 诊断辅助 ：diagnosis(title)；分类 cs.LG

Comments 21 pages, 5 figures

Continual learning for rotating machinery fault diagnosis with cross-domain environmental and operational variations

Diogo Risca, Afonso Lourenço, Goreti Marreiros

专题命中 诊断辅助 ：diagnosis(title)；分类 cs.LG

Leveraging Large Self-Supervised Time-Series Models for Transferable Diagnosis in Cross-Aircraft Type Bleed Air System

Yilin Wang, Peixuan Lei, Xuyang Wang, Liangliang Jiang, Liming Xuan, Wei Cheng, Honghua Zhao, Yuanxiang Li

专题命中 诊断辅助 ：diagnosis(title)；分类 eess.SP

Towards a perturbation-based explanation for medical AI as differentiable programs

Takeshi Abe, Yoshiyuki Asai

专题命中 诊断辅助 ：medical AI(title)；分类 cs.LG

Comments 7 pages, 1 figure

Inception networks, Data Augmentation and Transfer Learning in EEG-based photosensitivity diagnosis

Fernando Moncada Martins, Víctor M. González, José R. Villar, Beatriz García López, Ana Isabel Gómez-Menéndez

专题命中 诊断辅助 ：diagnosis(title)；分类 eess.SP

Incomplete Modality Disentangled Representation for Ophthalmic Disease Grading and Diagnosis

Chengzhi Liu, Zile Huang, Zhe Chen, Feilong Tang, Yu Tian, Zhongxing Xu, Zihong Luo, Yalin Zheng, Yanda Meng

专题命中 诊断辅助 ：diagnosis(title)；分类 cs.CV

Comments 7 Pages, 6 figures

Journal ref AAAI2025

Early Diagnosis and Severity Assessment of Weligama Coconut Leaf Wilt Disease and Coconut Caterpillar Infestation using Deep Learning-based Image Processing Techniques

Samitha Vidhanaarachchi, Janaka L. Wijekoon, W. A. Shanaka P. Abeysiriwardhana, Malitha Wijesundara

专题命中 诊断辅助 ：diagnosis(title)；分类 cs.CV

Diagnosis of diabetic retinopathy using machine learning & deep learning technique

Eric Shah, Jay Patel, Mr. Vishal Katheriya, Parth Pataliya

专题命中 诊断辅助 ：diagnosis(title)；分类 cs.CV

Comments 9 pages, 11 figures, Journal Paper

Journal ref Education and Society (2024)

A Novel Ensemble-Based Deep Learning Model with Explainable AI for Accurate Kidney Disease Diagnosis

Md. Arifuzzaman, Iftekhar Ahmed, Md. Jalal Uddin Chowdhury, Shadman Sakib, Mohammad Shoaib Rahman, Md. Ebrahim Hossain, Shakib Absar

专题命中 诊断辅助 ：diagnosis(title)；分类 cs.LG

Transformer-based Time-Series Biomarker Discovery for COPD Diagnosis

Soham Gadgil, Joshua Galanter, Mohammadreza Negahdar

专题命中 诊断辅助 ：diagnosis(title)；分类 cs.LG

Comments Accepted as a workshop paper to NeurIPS 2024

Enhancing frozen histological section images using permanent-section-guided deep learning with nuclei attention

Elad Yoshai, Gil Goldinger, Miki Haifler, Natan T. Shaked

专题命中 诊断辅助 ：pathology(abstract)；diagnosis(abstract)；分类 cs.CV、q-bio、eess.IV

Visual Data Diagnosis and Debiasing with Concept Graphs

Rwiddhi Chakraborty, Yinong Wang, Jialu Gao, Runkai Zheng, Cheng Zhang, Fernando De la Torre

专题命中 诊断辅助 ：diagnosis(title)；分类 cs.CV

DiabML: AI-assisted diabetes diagnosis method with meta-heuristic-based feature selection

Vahideh Hayyolalam, Öznur Özkasap

专题命中 诊断辅助 ：diagnosis(title)；分类 cs.LG

Comments Proceedings of 14th Turkish Congress of Medical Informatics 16 (18), 19-30; https://turkmia.net/TurkMIA2023-Proceedings.pdf

Cell Culture Assistive Application for Precipitation Image Diagnosis

Takato Yasuno

专题命中 诊断辅助 ：diagnosis(title)；分类 cs.CV

Comments arXiv admin comment: This version has been removed by arXiv administrators as the submitter did not have the rights to agree to the license at the time of submission

Easydiagnos: a framework for accurate feature selection for automatic diagnosis in smart healthcare

Prasenjit Maji, Amit Kumar Mondal, Hemanta Kumar Mondal, Saraju P. Mohanty

专题命中 诊断辅助 ：diagnosis(title)；分类 cs.LG