医学 AI

Enhancing Diabetic Retinopathy Detection with CNN-Based Models: A Comparative Study of UNET and Stacked UNET Architectures

Ameya Uppina, S Navaneetha Krishnan, Talluri Krishna Sai Teja, Nikhil N Iyer, Joe Dhanith P R

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

Unlocking the diagnostic potential of electrocardiograms through information transfer from cardiac magnetic resonance imaging

Özgün Turgut, Philip Müller, Paul Hager, Suprosanna Shit, Sophie Starck, Martin J. Menten, Eimo Martens, Daniel Rueckert

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

Diabetic Retinopathy Detection Using CNN with Residual Block with DCGAN

Debjany Ghosh Aronno, Sumaiya Saeha

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

A Novel Approach using CapsNet and Deep Belief Network for Detection and Identification of Oral Leukopenia

Hirthik Mathesh GV, Kavin Chakravarthy M, Sentil Pandi S

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

Comments Accepted to IEEE International Conference on Advancement in Communication and Computing Technology (INOACC), will be held in Sai Vidya Institute of Technology, Bengaluru, Karnataka, India. (Preprint)

Deep UV Silicon Polaritonic Metasurfaces for Enhancing Biomolecule Autofluorescence and Two-Dimensional Material Double-Resonance Raman Scattering

Bo-Ray Lee, Mao Feng Chiang, Pei Ying Ho, Kuan-Heng Chen, Jia-Hua Lee, Po Hsiang Hsu, Yu Chieh Peng, Jun-Yi Hou, Shih-Chieh Chen, Qian-Yo Lee, Chun-Hao Chang, Bor-Ran Li, Tzu-En Lin, Chieh-Ting Lin, Min-Hsiung Shih, Der-Hsien Lien, Yu-Chuan Lin, Ray-Hua Horng, Yuri Kivshar, Ming Lun Tseng

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

Comments in press, the DOI will be DOI: 10.1002/adfm.202420439

Journal ref Advanced Functional Materials, 2025

A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection

Julia Ive, Paulina Bondaronek, Vishal Yadav, Daniel Santel, Tracy Glauser, Tina Cheng, Jeffrey R. Strawn, Greeshma Agasthya, Jordan Tschida, Sanghyun Choo, Mayanka Chandrashekar, Anuj J. Kapadia, John Pestian

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

BLS-GAN: A Deep Layer Separation Framework for Eliminating Bone Overlap in Conventional Radiographs

Haolin Wang, Yafei Ou, Prasoon Ambalathankandy, Gen Ota, Pengyu Dai, Masayuki Ikebe, Kenji Suzuki, Tamotsu Kamishima

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

Comments Accepted by AAAI 2025

Deep Learning-Based Classification of Hyperkinetic Movement Disorders in Children

Nandika Ramamurthy, Dr Daniel Lumsden, Dr Rachel Sparks

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

Comments 59 pages, 20 figures

Unmasking Parkinson's Disease with Smile: An AI-enabled Screening Framework

Tariq Adnan, Md Saiful Islam, Wasifur Rahman, Sangwu Lee, Sutapa Dey Tithi, Kazi Noshin, Imran Sarker, M Saifur Rahman, Ehsan Hoque

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

Medically Relevant Criteria used in EEG Compression for Improved Post-Compression Seizure Detection

Hoda Daou, Fabrice Labeau

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

Comments This work has been submitted to the IEEE for possible publication

From Lab to Pocket: A Novel Continual Learning-based Mobile Application for Screening COVID-19

Danny Falero, Muhammad Ashad Kabir, Nusrat Homaira

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

Comments 31 pages

Towards Democratization of Subspeciality Medical Expertise

Jack W. O'Sullivan, Anil Palepu, Khaled Saab, Wei-Hung Weng, Yong Cheng, Emily Chu, Yaanik Desai, Aly Elezaby, Daniel Seung Kim, Roy Lan, Wilson Tang, Natalie Tapaskar, Victoria Parikh, Sneha S. Jain, Kavita Kulkarni, Philip Mansfield, Dale Webster, Juraj Gottweis, Joelle Barral, Mike Schaekermann, Ryutaro Tanno, S. Sara Mahdavi, Vivek Natarajan, Alan Karthikesalingam, Euan Ashley, Tao Tu

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

Phase Memory of Orbital Angular Momentum in Multiple Scattering Environment

Igor Meglinski, Ivan Lopushenko, Anton Sdobnov, Alexander Bykov

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

Comments To be published in Nature Photonics

Understanding the concerns and choices of public when using large language models for healthcare

Yunpeng Xiao, Kyrie Zhixuan Zhou, Yueqing Liang, Kai Shu

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

Comments 22 pages

Joint Modeling of Biomarker Cascades Along An Unobserved Disease Progression with Differentiate Covariate Effects: An Application in Alzheimer's Disease

Zhuojun Tang, Yuxin Zhu, Kexin Zhang, Zheyu Wang

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

Comments 28 pages, 2 figures, 3 tables

Reliable Deep Diffusion Tensor Estimation: Rethinking the Power of Data-Driven Optimization Routine

Jialong Li, Zhicheng Zhang, Yunwei Chen, Qiqi Lu, Ye Wu, Xiaoming Liu, QianJin Feng, Yanqiu Feng, Xinyuan Zhang

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

Topologically integrated photonic biosensor circuits

Ze-Lin Kong, Yang Liu, Jian-Hua Jiang

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

Quantum-Enhanced Polarimetric Imaging

Meng-Yu Xie, Su-Jian Niu, Zhao-Qi-Zhi Han, Yin-Hai Li, Ren-Hui Chen, Xiao-Hua Wang, Ming-Yuan Gao, Li Chen, Yue-Wei Song, Zhi-Yuan Zhou, Bao-Sen Shi

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

ISPO: An Integrated Ontology of Symptom Phenotypes for Semantic Integration of Traditional Chinese Medical Data

Zixin Shu, Rui Hua, Dengying Yan, Chenxia Lu, Ning Xu, Jun Li, Hui Zhu, Jia Zhang, Dan Zhao, Chenyang Hui, Junqiu Ye, Chu Liao, Qi Hao, Wen Ye, Cheng Luo, Xinyan Wang, Chuang Cheng, Xiaodong Li, Baoyan Liu, Xiaji Zhou, Runshun Zhang, Min Xu, Xuezhong Zhou

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

Comments 39 pages, 6 figures, 6 tables

iASiS: Towards Heterogeneous Big Data Analysis for Personalized Medicine

Anastasia Krithara, Fotis Aisopos, Vassiliki Rentoumi, Anastasios Nentidis, Konstantinos Bougatiotis, Maria-Esther Vidal, Ernestina Menasalvas, Alejandro Rodriguez-Gonzalez, Eleftherios G. Samaras, Peter Garrard, Maria Torrente, Mariano Provencio Pulla, Nikos Dimakopoulos, Rui Mauricio, Jordi Rambla De Argila, Gian Gaetano Tartaglia, George Paliouras

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

Comments 6 pages, 2 figures, accepted at 2019 IEEE 32nd International Symposium on Computer-Based Medical Systems (CBMS)

Journal ref 2019 IEEE 32nd International Symposium on Computer-Based Medical Systems (CBMS), Cordoba, Spain, 2019, pp. 106-111

Lensless polarimetric coded ptychography for high-resolution, high-throughput gigapixel birefringence imaging on a chip

Liming Yang, Ruihai Wang, Qianhao Zhao, Pengming Song, Shaowei Jiang, Tianbo Wang, Xiaopeng Shao, Chengfei Guo, Rishikesh Pandey, Guoan Zheng

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

Knowledge-driven Subspace Fusion and Gradient Coordination for Multi-modal Learning

Yupei Zhang, Xiaofei Wang, Fangliangzi Meng, Jin Tang, Chao Li

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

Mpox-AISM: AI-Mediated Super Monitoring for Mpox and Like-Mpox

Yubiao Yue, Minghua Jiang, Xinyue Zhang, Jialong Xu, Huacong Ye, Fan Zhang, Zhenzhang Li, Yang Li

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

Journal ref iScience, 27(5) 2024

Novel Fundus Image Preprocessing for Retcam Images to Improve Deep Learning Classification of Retinopathy of Prematurity

Sajid Rahim, Kourosh Sabri, Anna Ells, Alan Wassyng, Mark Lawford, Linyang Chu, Wenbo He

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

Comments 10 pages, 4 figures, 7 tables. arXiv admin note: text overlap with arXiv:1904.08796 by other authors

Towards Full Integration of Artificial Intelligence in Colon Capsule Endoscopy's Pathway

Esmaeil S. Nadimi, Jan-Matthias Braun, Benedicte Schelde-Olesen, Emile Prudhomme, Victoria Blanes-Vidal, Gunnar Baatrup

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

Measuring the refractive index and thickness of multilayer samples by Fourier domain optical coherence tomography

Yu-Lin Ku, Yao-Gen Shu

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

Comments 10 pages,4 figures,1 table

A Novel Corpus of Annotated Medical Imaging Reports and Information Extraction Results Using BERT-based Language Models

Namu Park, Kevin Lybarger, Giridhar Kaushik Ramachandran, Spencer Lewis, Aashka Damani, Ozlem Uzuner, Martin Gunn, Meliha Yetisgen

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

Comments Accepted at LREC-COLING 2024

SIFT-DBT: Self-supervised Initialization and Fine-Tuning for Imbalanced Digital Breast Tomosynthesis Image Classification

Yuexi Du, Regina J. Hooley, John Lewin, Nicha C. Dvornek

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

Comments Accepted by IEEE ISBI 2024

Plug-and-Play Regularization on Magnitude with Deep Priors for 3D Near-Field MIMO Imaging

Okyanus Oral, Figen S. Oktem

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

Comments 20 pages, 11 figures. The source codes and the dataset are made available at https://github.com/METU-SPACE-Lab/PnP-Regularization-on-Magnitude

Closing the AI generalization gap by adjusting for dermatology condition distribution differences across clinical settings

Rajeev V. Rikhye, Aaron Loh, Grace Eunhae Hong, Preeti Singh, Margaret Ann Smith, Vijaytha Muralidharan, Doris Wong, Rory Sayres, Michelle Phung, Nicolas Betancourt, Bradley Fong, Rachna Sahasrabudhe, Khoban Nasim, Alec Eschholz, Basil Mustafa, Jan Freyberg, Terry Spitz, Yossi Matias, Greg S. Corrado, Katherine Chou, Dale R. Webster, Peggy Bui, Yuan Liu, Yun Liu, Justin Ko, Steven Lin

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