医学 AI

Recursive Variational Autoencoders for 3D Blood Vessel Generative Modeling

Paula Feldman, Miguel Fainstein, Viviana Siless, Claudio Delrieux, Emmanuel Iarussi

机构 * Consejo Nacional de Investigaciones Científicas y Técnicas（阿根廷国家科学与技术研究院） ； Universidad Torcuato Di Tella（托科托迪塔拉大学） ； Depto. Ing. Eléctrica y Computadoras, Universidad Nacional del Sur（国家南部大学电子工程与计算机系） 纠错

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

Teaching AI Stepwise Diagnostic Reasoning with Report-Guided Chain-of-Thought Learning

Yihong Luo, Wenwu He, Zhuo-Xu Cui, Dong Liang

机构 * Fujian University of Technology（福建工程学院） ； Fujian Provincial Key Laboratory of Big Data Mining and Applications（福建省大数据挖掘与应用重点实验室） ； Key Laboratory of Biomedical Imaging Science and System, Chinese Academy of Sciences（生物医学成像科学与系统重点实验室，中国科学院） 纠错

专题命中 诊断辅助 ：pathology(abstract)；radiology(abstract)

Plasmon-enhanced Hyperspectral Imaging

Kristian Caracciolo, Eugeniu Balaur, Walter D. Fairlie, Erinna F. Lee, Jacqueline M. Orian, Eric Hanssen, Brian Abbey

专题命中 诊断辅助 ：diagnosis(abstract)；biomedical(abstract)

Comments 17 pages, 7 figures

Polarization-Resolved Chlorophyll Imaging for Non-Invasive Plant Tissue Assessment Using a Silicon-Rich Nitride Metalens Array

Alireza Khalilian, Mehdi Sh. Yeganeh, Konstantin Tsoi, Bowen Yu, Joe Lo, Yasha Yi

专题命中 诊断辅助 ：diagnosis(abstract)；biomedical(abstract)

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems

Aishik Mandal, Prottay Kumar Adhikary, Hiba Arnaout, Iryna Gurevych, Tanmoy Chakraborty

机构 * Ubiquitous Knowledge Processing Lab (UKP Lab) Department of Computer Science and Hessian Center for AI (hessian.AI) Technische Universität Darmstadt（通用知识处理实验室（UKP Lab）计算机科学系和海斯赛中心（hessian.AI）德累斯顿技术大学） ； National Research Center for Applied Cybersecurity ATHENE, Germany（应用网络安全国家研究中心ATHENE德国） ； Department of Electrical Engineering, Indian Institute of Technology Delhi, India（电子工程系，印度德里印度理工学院） ； Yardi School of Artificial Intelligence, Indian Institute of Technology Delhi, India（Yardi人工智能学院，印度德里印度理工学院） 纠错

专题命中 诊断辅助 ：clinical AI(abstract)；diagnosis(abstract)

Comments 23 pages, 3 figures

DepressLLM: Interpretable domain-adapted language model for depression detection from real-world narratives

Sehwan Moon, Aram Lee, Jeong Eun Kim, Hee-Ju Kang, Il-Seon Shin, Sung-Wan Kim, Jae-Min Kim, Min Jhon, Ju-Wan Kim

专题命中 诊断辅助 ：medical AI(abstract)；diagnosis(abstract)

Transfer Learning with EfficientNet for Accurate Leukemia Cell Classification

Faisal Ahmed

机构 * Department of Data Science（数据科学系） ； Mathematics, Embry-Riddle Aeronautical University（数学，埃姆布里-瑞尔航空大学） 纠错

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

Comments 8 pages, 1 figure

Room-temperature mid-infrared detection using metasurface-absorber-integrated phononic crystal oscillator

Zichen Xi, Zengyu Cen, Dongyao Wang, Joseph G. Thomas, Bernadeta R. Srijanto, Ivan I. Kravchenko, Jiawei Zuo, Honghu Liu, Jun Ji, Yizheng Zhu, Yu Yao, Linbo Shao

专题命中 诊断辅助 ：diagnosis(abstract)；biomedical(abstract)

Journal ref Laser Photonics Rev 2025, e00498

Penalized FCI for Causal Structure Learning in a Sparse DAG for Biomarker Discovery in Parkinson's Disease

Samhita Pal, Dhrubajyoti Ghosh, Shu Yang

专题命中 诊断辅助 ：pathology(abstract)；diagnosis(abstract)

VesselGPT: Autoregressive Modeling of Vascular Geometry

Paula Feldman, Martin Sinnona, Claudio Delrieux, Viviana Siless, Emmanuel Iarussi

机构 * Consejo Nacional de Investigaciones Científicas y Técnicas（阿根廷国家科学与技术研究院） ； Universidad Nacional del Sur（国立南方大学） ； Universidad Torcuato Di Tella（托克托迪塔拉大学） 纠错

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

Comments Accepted for MICCAI 2025

Accurate early detection of Parkinson's disease from SPECT imaging through Convolutional Neural Networks

R. Prashanth

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

Comments This article is accepted and published with revisions to the Artificial Intelligence in Health journal (2025). The accepted article can be accessed at https://doi.org/10.36922/AIH025040005

Empowering COVID-19 Detection: Optimizing Performance Through Fine-Tuned EfficientNet Deep Learning Architecture

Md. Alamin Talukder, Md. Abu Layek, Mohsin Kazi, Md Ashraf Uddin, Sunil Aryal

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

Comments After further evaluation, we identified an issue in our methodology affecting result reliability. Specifically, a fine-tuning preprocessing step requires refinement to enhance model performance and reproducibility. To address this, we are withdrawing the preprint for updates before resubmission. We appreciate readers' understanding and apologize for any inconvenience

Journal ref Computers in Biology and Medicine, Elsevier 2023

Lightweight Convolutional Neural Networks for Retinal Disease Classification

Duaa Kareem Qasim, Sabah Abdulazeez Jebur, Lafta Raheem Ali, Abdul Jalil M. Khalaf, Abir Jaafar Hussain

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

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations

Dima Alattal, Asal Khoshravan Azar, Puja Myles, Richard Branson, Hatim Abdulhussein, Allan Tucker

机构 * Medicine and Healthcare products Regulatory Agency（医疗与健康产品监管局） ； NHS England（英格兰国家卫生服务） 纠错

专题命中 诊断辅助 ：medical AI(abstract)；diagnosis(abstract)

Comments 47 pages

Mid-infrared photothermal single-live-cell imaging beyond video rate

Genki Ishigane, Keiichiro Toda, Miu Tamamitsu, Hiroyuki Shimada, Venkata Ramaiah Badarla, Takuro Ideguchi

专题命中 诊断辅助 ：diagnosis(abstract)；biomedical(abstract)

Residual-based Alternative Partial Least Squares for Generalized Functional Linear Models

Yue Wang, Xiao Wang, Joseph G. Ibrahim, Hongtu Zhu

专题命中 诊断辅助 ：diagnosis(abstract)；biomedical(abstract)

Comments 40 pages, 1 figure; accepted in Statistica Sinica

Evaluating and Mitigating Bias in AI-Based Medical Text Generation

Xiuying Chen, Tairan Wang, Juexiao Zhou, Zirui Song, Xin Gao, Xiangliang Zhang

机构 * Mohamed bin Zayed University of Artificial Intelligence（莫扎德·本·泽亚德人工智能大学） ； King Abdullah University of Science and Technology（卡布斯国王科学与技术大学） ； University of Notre Dame, IN, USA（南达科他大学） 纠错

专题命中 诊断辅助 ：pathology(abstract)；diagnosis(abstract)

Comments 12 pages, 8 figures, published in Nature Computational Science

Journal ref Nature Computational Science 2025

Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval

Pengcheng Jiang, Cao Xiao, Minhao Jiang, Parminder Bhatia, Taha Kass-Hout, Jimeng Sun, Jiawei Han

专题命中 诊断辅助 ：diagnosis(abstract)；biomedical(abstract)

Comments ICLR 2025 Camera-Ready

Penalized Linear Models for Highly Correlated High-Dimensional Immunophenotyping Data

Xiaoru Dong, Apoorva Goyal, Muxuan Liang, Maigan A. Brusko, Todd M. Brusko, Rhonda Bacher

专题命中 诊断辅助 ：diagnosis(abstract)；biomedical(abstract)

Early detection of diabetes through transfer learning-based eye (vision) screening and improvement of machine learning model performance and advanced parameter setting algorithms

Mohammad Reza Yousefi, Ali Bakrani, Amin Dehghani

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

Comments 25 pages,12 Figures, 1 Table

Semantic Learning for Molecular Communication in Internet of Bio-Nano Things

Hanlin Cai, Ozgur B. Akan

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

Comments This work has been accepted as an abstract paper for presentation at the 9th Workshop on Molecular Communications (MolCom), April 2025

A Comprehensive Survey on Architectural Advances in Deep CNNs: Challenges, Applications, and Emerging Research Directions

Saddam Hussain Khan, Rashid Iqbal

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

Comments 100 Pages, 44 Figures

AI-Driven Rapid Identification of Bacterial and Fungal Pathogens in Blood Smears of Septic Patients

Agnieszka Sroka-Oleksiak, Adam Pardyl, Dawid Rymarczyk, Aldona Olechowska-Jarząb, Katarzyna Biegun-Drożdż, Dorota Ochońska, Michał Wronka, Adriana Borowa, Tomasz Gosiewski, Miłosz Adamczyk, Henryk Telega, Bartosz Zieliński, Monika Brzychczy-Włoch

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

Frequency selection for the diagnostic characterization of human brain tumours

Carlos Arizmendi, Alfredo Vellido, Enrique Romero

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

SHAP-Integrated Convolutional Diagnostic Networks for Feature-Selective Medical Analysis

Yan Hu, Ahmad Chaddad

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

Comments 5 pages

Journal ref ICASSP 2025

RetinaRegen: A Hybrid Model for Readability and Detail Restoration in Fundus Images

Yuhan Tang, Yudian Wang, Weizhen Li, Ye Yue, Chengchang Pan, Honggang Qi

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

DeepSeek reshaping healthcare in China's tertiary hospitals

Jishizhan Chen, Qingzeng Zhang

专题命中 诊断辅助 ：pathology(abstract)；diagnosis(abstract)

Using Graph Convolutional Networks to Address fMRI Small Data Problems

Thomas Screven, Andras Necz, Jason Smucny, Ian Davidson

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

Comments 8 pages

GCAN: Generative Counterfactual Attention-guided Network for Explainable Cognitive Decline Diagnostics based on fMRI Functional Connectivity

Xiongri Shen, Zhenxi Song, Zhiguo Zhang

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

Comments 10 pages, 5 figures

Image-Based Alzheimer's Disease Detection Using Pretrained Convolutional Neural Network Models

Nasser A Alsadhan

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

Journal ref Journal of Computer Science 19(7), 877-887 2023