医学 AI

eDOC: Explainable Decoding Out-of-domain Cell Types with Evidential Learning

Chaochen Wu, Meiyun Zuo, Lei Xie

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、q-bio

Comments under review

Disentangling Interpretable Factors with Supervised Independent Subspace Principal Component Analysis

Jiayu Su, David A. Knowles, Raul Rabadan

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、q-bio

Comments 10 pages and 6 figures in the main text; To be published in the Proceedings of the 38th Conference on Neural Information Processing Systems (NeurIPS 2024)

HyperBrain: Anomaly Detection for Temporal Hypergraph Brain Networks

Sadaf Sadeghian, Xiaoxiao Li, Margo Seltzer

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、q-bio

A novel ultrasonic device for monitoring implant condition

Amirhossein Yazdkhasti, Sophie Lloyd, Joseph H. Schwab, Miao Yu, Hamid Ghaednia

专题命中 诊断辅助 ：diagnosis(abstract)；分类 q-bio、eess.SP

Comments 12 Pages, 8 figures, 1 table

Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking

Zijian Dong, Ruilin Li, Yilei Wu, Thuan Tinh Nguyen, Joanna Su Xian Chong, Fang Ji, Nathanael Ren Jie Tong, Christopher Li Hsian Chen, Juan Helen Zhou

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

Comments The first two authors contributed equally. NeurIPS 2024 Spotlight

Generalisation to unseen topologies: Towards control of biological neural network activity

Laurens Engwegen, Daan Brinks, Wendelin Böhmer

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、q-bio

Graph-Based Bidirectional Transformer Decision Threshold Adjustment Algorithm for Class-Imbalanced Molecular Data

Nicole Hayes, Ekaterina Merkurjev, Guo-Wei Wei

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、q-bio

Video-based Analysis Reveals Atypical Social Gaze in People with Autism Spectrum Disorder

Xiangxu Yu, Mindi Ruan, Chuanbo Hu, Wenqi Li, Lynn K. Paul, Xin Li, Shuo Wang

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、q-bio

Bioimpedance a Diagnostic Tool for Tobacco Induced Oral Lesions: a Mixed Model cross-sectional study

Vaibhav Gupta, Poonam Goel, Usha Agrawal, Neena Chaudhary, Garima Jain, Deepak Gupta

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

A Data-Driven Approach to Morphogenesis under Structural Instability

Yingjie Zhao, Zhiping Xu

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

Journal ref Cell Reports Physical Science 5 (3), 101872, 2024

Explainable artificial intelligence in breast cancer detection and risk prediction: A systematic scoping review

Amirehsan Ghasemi, Soheil Hashtarkhani, David L Schwartz, Arash Shaban-Nejad

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

Comments 22 Pages, 6 Figures, 13 Tables

Journal ref Cancer Innovation 2024;3:e136

Optimal transport for automatic alignment of untargeted metabolomic data

Marie Breeur, George Stepaniants, Pekka Keski-Rahkonen, Philippe Rigollet, Vivian Viallon

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、q-bio

Comments 47 pages, 16 figures

Domain Adaptive and Fine-grained Anomaly Detection for Single-cell Sequencing Data and Beyond

Kaichen Xu, Yueyang Ding, Suyang Hou, Weiqiang Zhan, Nisang Chen, Jun Wang, Xiaobo Sun

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、q-bio

Comments 17 pages, 2 figures. Accepted by IJCAI 2024

Statistical Analysis by Semiparametric Additive Regression and LSTM-FCN Based Hierarchical Classification for Computer Vision Quantification of Parkinsonian Bradykinesia

Youngseo Cho, In Hee Kwak, Dohyeon Kim, Jinhee Na, Hanjoo Sung, Jeongjae Lee, Young Eun Kim, Hyeo-il Ma

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

Predicting adverse outcomes following catheter ablation treatment for atrial fibrillation

Juan C. Quiroz, David Brieger, Louisa Jorm, Raymond W Sy, Benjumin Hsu, Blanca Gallego

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、q-bio

Comments Under journal review; updated in response to reviewer comments

Graph Autoencoders for Embedding Learning in Brain Networks and Major Depressive Disorder Identification

Fuad Noman, Chee-Ming Ting, Hakmook Kang, Raphael C. -W. Phan, Brian D. Boyd, Warren D. Taylor, Hernando Ombao

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、q-bio

Real-Time Diagnostic Integrity Meets Efficiency: A Novel Platform-Agnostic Architecture for Physiological Signal Compression

Neel R Vora, Amir Hajighasemi, Cody T. Reynolds, Amirmohammad Radmehr, Mohamed Mohamed, Jillur Rahman Saurav, Abdul Aziz, Jai Prakash Veerla, Mohammad S Nasr, Hayden Lotspeich, Partha Sai Guttikonda, Thuong Pham, Aarti Darji, Parisa Boodaghi Malidarreh, Helen H Shang, Jay Harvey, Kan Ding, Phuc Nguyen, Jacob M Luber

专题命中 诊断辅助 ：diagnosis(abstract)；分类 q-bio、eess.SP

Machine Learning Classification of Alzheimer's Disease Stages Using Cerebrospinal Fluid Biomarkers Alone

Vivek Kumar Tiwari, Premananda Indic, Shawana Tabassum

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、q-bio

scBeacon: single-cell biomarker extraction via identifying paired cell clusters across biological conditions with contrastive siamese networks

Chenyu Liu, Yong Jin Kweon, Jun Ding

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、q-bio

A Survey on Blood Pressure Measurement Technologies: Addressing Potential Sources of Bias

Seyedeh Somayyeh Mousavi, Matthew A. Reyna, Gari D. Clifford, Reza Sameni

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、q-bio

Corneal retardation time as an ocular hypertension disease indicator

Oscar del Barco, Francisco J. Avila, Concepción Marcellán, Laura Remón

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

Comments Accepted for publication in Biomedical Physics and Engineering Express

Journal ref Biomedical Physics & Engineering Express, 2023

Validity problems in clinical machine learning by indirect data labeling using consensus definitions

Michael Hagmann, Shigehiko Schamoni, Stefan Riezler

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、q-bio

Comments Extended Abstract presented at Machine Learning for Health (ML4H) symposium 2023, December 10th, 2023, New Orleans, United States, 11 pages

Early Detection of Tuberculosis with Machine Learning Cough Audio Analysis: Towards More Accessible Global Triaging Usage

Chandra Suda

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、q-bio

Dynamic Changes of Brain Network during Epileptic Seizure

Atefeh Khoshkhahtinat, Hoda Mohammadzade

专题命中 诊断辅助 ：diagnosis(abstract)；分类 q-bio、eess.SP

Comments Accepted to IEEE $22^{nd}$ International Conference on Machine Learning and Applications 2023 (ICMLA)

A Study on the Performance of Generative Pre-trained Transformer (GPT) in Simulating Depressed Individuals on the Standardized Depressive Symptom Scale

Sijin Cai, Nanfeng Zhang, Jiaying Zhu, Yanjie Liu, Yongjin Zhou

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、q-bio

Leveraging Brain Modularity Prior for Interpretable Representation Learning of fMRI

Qianqian Wang, Wei Wang, Yuqi Fang, P. -T. Yap, Hongtu Zhu, Hong-Jun Li, Lishan Qiao, Mingxia Liu

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、q-bio

Detecting the Severity of Major Depressive Disorder from Speech: A Novel HARD-Training Methodology

Edward L. Campbell, Judith Dineley, Pauline Conde, Faith Matcham, Femke Lamers, Sara Siddi, Laura Docio-Fernandez, Carmen Garcia-Mateo, Nicholas Cummins, the RADAR-CNS Consortium

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、q-bio

Comments Error in Training Code

PTGB: Pre-Train Graph Neural Networks for Brain Network Analysis

Yi Yang, Hejie Cui, Carl Yang

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、q-bio

Comments Accepted to CHIL 2023, 19 pages

Assisting clinical practice with fuzzy probabilistic decision trees

Emma L. Ambags, Giulia Capitoli, Vincenzo L' Imperio, Michele Provenzano, Marco S. Nobile, Pietro Liò

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、q-bio

Comments 19 pages

PheME: A deep ensemble framework for improving phenotype prediction from multi-modal data

Shenghan Zhang, Haoxuan Li, Ruixiang Tang, Sirui Ding, Laila Rasmy, Degui Zhi, Na Zou, Xia Hu

专题命中 诊断辅助 ：diagnosis(abstract)；分类 cs.LG、q-bio