医学 AI

Early Detection of Parkinson's Disease using Motor Symptoms and Machine Learning

Poojaa C, John Sahaya Rani Alex

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

Parkinsons Disease Detection via Resting-State Electroencephalography Using Signal Processing and Machine Learning Techniques

Krish Desai

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

Comments 9 pages, 8 figures

A New Deep Learning and XAI-Based Algorithm for Features Selection in Genomics

Carlo Adornetto, Gianluigi Greco

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

Comments 8 pages, 5 figures, Best Doctoral Consortium Paper AIxIA2022 (Udine, Italy)

Predicting Adverse Neonatal Outcomes for Preterm Neonates with Multi-Task Learning

Jingyang Lin, Junyu Chen, Hanjia Lyu, Igor Khodak, Divya Chhabra, Colby L Day Richardson, Irina Prelipcean, Andrew M Dylag, Jiebo Luo

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

Machine Learning for Flow Cytometry Data Analysis

Yanhua Xu

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

Comments MSc thesis

Fractional dynamics foster deep learning of COPD stage prediction

Chenzhong Yin, Mihai Udrescu, Gaurav Gupta, Mingxi Cheng, Andrei Lihu, Lucretia Udrescu, Paul Bogdan, David M Mannino, Stefan Mihaicuta

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

Comments Published on Advanced Science

Improving Deep Facial Phenotyping for Ultra-rare Disorder Verification Using Model Ensembles

Alexander Hustinx, Fabio Hellmann, Ömer Sümer, Behnam Javanmardi, Elisabeth André, Peter Krawitz, Tzung-Chien Hsieh

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

Journal ref 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Automated Movement Detection with Dirichlet Process Mixture Models and Electromyography

Navin Cooray, Zhenglin Li, Jinzhuo Wang, Christine Lo, Mahnaz Arvaneh, Mkael Symmonds, Michele Hu, Maarten De Vos, Lyudmila S Mihaylova

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

Journal ref 2022 25th International Conference on Information Fusion (FUSION), Linköping, Sweden, 2022, pp. 01-08

Using Machine Learning to Develop Smart Reflex Testing Protocols

Matthew McDermott, Anand Dighe, Peter Szolovits, Yuan Luo, Jason Baron

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

Inference of Regulatory Networks Through Temporally Sparse Data

Mohammad Alali, Mahdi Imani

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

Comments 9 Pages, 6 Figures

Journal ref Front Control Eng. 2022;3

Population Template-Based Brain Graph Augmentation for Improving One-Shot Learning Classification

Oben Özgür, Arwa Rekik, Islem Rekik

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

A Structure-guided Effective and Temporal-lag Connectivity Network for Revealing Brain Disorder Mechanisms

Zhengwang Xia, Tao Zhou, Saqib Mamoon, Amani Alfakih, Jianfeng Lu

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

Scalable Pathogen Detection from Next Generation DNA Sequencing with Deep Learning

Sai Narayanan, Sathyanarayanan N. Aakur, Priyadharsini Ramamurthy, Arunkumar Bagavathi, Vishalini Ramnath, Akhilesh Ramachandran

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

Comments Expanded version of arXiv:2111.08001. Under review in a journal

Towards Alzheimer's Disease Progression Assessment: A Review of Machine Learning Methods

Zibin Zhao

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

Comments 16 pages, 3 figures

Automated Characterization of Catalytically Active Inclusion Body Production in Biotechnological Screening Systems

Karina Ruzaeva, Kira Küsters, Wolfgang Wiechert, Benjamin Berkels, Marco Oldiges, Katharina Nöh

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

Journal ref 2022 IEEE 44th International Engineering in Medicine and Biology Conference (EMBC)

Graph Neural Networks in Network Neuroscience

Alaa Bessadok, Mohamed Ali Mahjoub, Islem Rekik

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

Modern Views of Machine Learning for Precision Psychiatry

Zhe Sage Chen, Prathamesh, Kulkarni, Isaac R. Galatzer-Levy, Benedetta Bigio, Carla Nasca, Yu Zhang

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

Iso-CapsNet: Isomorphic Capsule Network for Brain Graph Representation Learning

Jiawei Zhang

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

Comments 11 pages, 3 figures, 2 tables. arXiv admin note: text overlap with arXiv:1908.00187

Metareview-informed Explainable Cytokine Storm Detection during CAR-T cell Therapy

Alex Bogatu, Magdalena Wysocka, Oskar Wysocki, Holly Butterworth, Donal Landers, Elaine Kilgour, Andre Freitas

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

H&E-based Computational Biomarker Enables Universal EGFR Screening for Lung Adenocarcinoma

Gabriele Campanella, David Ho, Ida Häggström, Anton S Becker, Jason Chang, Chad Vanderbilt, Thomas J Fuchs

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

Complexity Measures for Quantifying Changes in Electroencephalogram in Alzheimers Disease

Ali H. Al-Nuaimi, Emmanuel Jammeh, Lingfen Sun, Emmanuel Ifeachor

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

Similarity-based prediction of Ejection Fraction in Heart Failure Patients

Jamie Wallis, Andres Azqueta-Gavaldon, Thanusha Ananthakumar, Robert Dürichen, Luca Albergante

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

Prediction Model for Mortality Analysis of Pregnant Women Affected With COVID-19

Quazi Adibur Rahman Adib, Sidratul Tanzila Tasmi, Md. Shahriar Islam Bhuiyan, Md. Mohsin Sarker Raihan, Abdullah Bin Shams

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

Comments Accepted for publication in IEEE Explore, ICCIT-2021

Explainable Artificial Intelligence for Pharmacovigilance: What Features Are Important When Predicting Adverse Outcomes?

Isaac Ronald Ward, Ling Wang, Juan lu, Mohammed Bennamoun, Girish Dwivedi, Frank M Sanfilippo

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

Comments Comput Methods Programs Biomed. 2021 Nov;212:106415. Epub 2021 Sep 26

Responding to Challenge Call of Machine Learning Model Development in Diagnosing Respiratory Disease Sounds

Negin Melek

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

Predicting MMSE Score from Finger-Tapping Measurement

Jian Ma

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

Comments 11 pages, 4 figures, 2 tables

Journal ref Proceedings of 2021 Chinese Intelligent Automation Conference. Lecture Notes in Electrical Engineering, vol 801

MIIDL: a Python package for microbial biomarkers identification powered by interpretable deep learning

Jian Jiang

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

Comments 3 pages, 1 figure

A Brief Summary of EEG Artifact Handling

Ibrahim Kaya

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

Comments IntechOpen Available from: https://www.intechopen.com/online-first/77731

MG-NET: Leveraging Pseudo-Imaging for Multi-Modal Metagenome Analysis

Sathyanarayanan N. Aakur, Sai Narayanan, Vineela Indla, Arunkumar Bagavathi, Vishalini Laguduva Ramnath, Akhilesh Ramachandran

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

Comments To appear in MICCAI 2021

OmiEmbed: a unified multi-task deep learning framework for multi-omics data

Xiaoyu Zhang, Yuting Xing, Kai Sun, Yike Guo

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

Comments 14 pages, 8 figures, 7 tables

Journal ref Cancers 2021, 13(12), 3047