医学 AI

Predicting Individual Depression Symptoms from Acoustic Features During Speech

Sebastian Rodriguez, Sri Harsha Dumpala, Katerina Dikaios, Sheri Rempel, Rudolf Uher, Sageev Oore

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

Speech foundation models in healthcare: Effect of layer selection on pathological speech feature prediction

Daniela A. Wiepert, Rene L. Utianski, Joseph R. Duffy, John L. Stricker, Leland R. Barnard, David T. Jones, Hugo Botha

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

Comments Accepted to INTERSPEECH 2024

Uncertainty Quantification of Deep Learning for Spatiotemporal Data: Challenges and Opportunities

Wenchong He, Zhe Jiang

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

Comments Oral presentation in UDM-KDD'23. arXiv admin note: text overlap with arXiv:2302.13425

APPL: A Prompt Programming Language for Harmonious Integration of Programs and Large Language Model Prompts

Honghua Dong, Qidong Su, Yubo Gao, Zhaoyu Li, Yangjun Ruan, Gennady Pekhimenko, Chris J. Maddison, Xujie Si

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

$TrIND$: Representing Anatomical Trees by Denoising Diffusion of Implicit Neural Fields

Ashish Sinha, Ghassan Hamarneh

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

Comments Accepted to MICCAI 2024

Online-Adaptive Anomaly Detection for Defect Identification in Aircraft Assembly

Siddhant Shete, Dennis Mronga, Ankita Jadhav, Frank Kirchner

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

Comments This is preprint for the accepted paper

Cephalometric Landmark Detection across Ages with Prototypical Network

Han Wu, Chong Wang, Lanzhuju Mei, Tong Yang, Min Zhu, Dingggang Shen, Zhiming Cui

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

Comments MICCAI 2024

Applications of Explainable artificial intelligence in Earth system science

Feini Huang, Shijie Jiang, Lu Li, Yongkun Zhang, Ye Zhang, Ruqing Zhang, Qingliang Li, Danxi Li, Wei Shangguan, Yongjiu Dai

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

Watch Out! Simple Horizontal Class Backdoor Can Trivially Evade Defense

Hua Ma, Shang Wang, Yansong Gao, Zhi Zhang, Huming Qiu, Minhui Xue, Alsharif Abuadbba, Anmin Fu, Surya Nepal, Derek Abbott

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

Comments To Appear in the 31st ACM Conference on Computer and Communications Security, October 14-18, 2024

Ultrafast-and-Ultralight ConvNet-Based Intelligent Monitoring System for Diagnosing Early-Stage Mpox Anytime and Anywhere

Yubiao Yue, Xiaoqiang Shi, Li Qin, Xinyue Zhang, Jialong Xu, Zipei Zheng, Zhenzhang Li, Yang Li

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

Comments Accepted by Advanced Intelligent Systems

Applications of Generative AI in Healthcare: algorithmic, ethical, legal and societal considerations

Onyekachukwu R. Okonji, Kamol Yunusov, Bonnie Gordon

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

Interactive zoom display in smartphone-based digital holographic microscope for 3D imaging

Yuki Nagahama

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

Predicting Heart Activity from Speech using Data-driven and Knowledge-based features

Gasser Elbanna, Zohreh Mostaani, Mathew Magimai. -Doss

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

Comments Accepted at Interspeech 2024

Self-explainable Graph Neural Network for Alzheimer's Disease And Related Dementias Risk Prediction

Xinyue Hu, Zenan Sun, Yi Nian, Yichen Wang, Yifang Dang, Fang Li, Jingna Feng, Evan Yu, Cui Tao

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

POND: Multi-Source Time Series Domain Adaptation with Information-Aware Prompt Tuning

Junxiang Wang, Guangji Bai, Wei Cheng, Zhengzhang Chen, Liang Zhao, Haifeng Chen

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

Comments accepted by KDD 2024

Selfsupervised learning for pathological speech detection

Shakeel Ahmad Sheikh

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

Comments in Intersection of Book Chapter in Machine Leanring and Computational Social Sciences CRC (in progress) 2024

Statistical Test for Anomaly Detections by Variational Auto-Encoders

Daiki Miwa, Tomohiro Shiraishi, Vo Nguyen Le Duy, Teruyuki Katsuoka, Ichiro Takeuchi

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

Brain Imaging-to-Graph Generation using Adversarial Hierarchical Diffusion Models for MCI Causality Analysis

Qiankun Zuo, Hao Tian, Chi-Man Pun, Hongfei Wang, Yudong Zhang, Jin Hong

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

Comments 10 pages, 12 figures

Graphomotor and Handwriting Disabilities Rating Scale (GHDRS):towards complex and objective assessment

Jiri Mekyska, Katarina Safarova, Tomas Urbanek, Jirina Bednarova, Vojtech Zvoncak, Jana Marie Havigerova, Lukas Cunek, Zoltan Galaz, Jan Mucha, Christine Klauszova, Marcos Faundez-Zanuy, Miguel A. Ferrer, Moises Diaz

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

Journal ref Australian Journalof Learning Difficulties, Routledge, 1-34,2024

ED-Copilot: Reduce Emergency Department Wait Time with Language Model Diagnostic Assistance

Liwen Sun, Abhineet Agarwal, Aaron Kornblith, Bin Yu, Chenyan Xiong

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

Connecting the Dots: Is Mode-Connectedness the Key to Feasible Sample-Based Inference in Bayesian Neural Networks?

Emanuel Sommer, Lisa Wimmer, Theodore Papamarkou, Ludwig Bothmann, Bernd Bischl, David Rügamer

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

A Machine Learning Approach to Analyze the Effects of Alzheimer's Disease on Handwriting through Lognormal Features

Tiziana D'Alessandro, Cristina Carmona-Duarte, Claudio De Stefano, Moises Diaz, Miguel A. Ferrer, Francesco Fontanella

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

Journal ref IGS 2023. Lecture Notes in Computer Science, vol 14285. Springer (2023)

Learning to solve Bayesian inverse problems: An amortized variational inference approach using Gaussian and Flow guides

Sharmila Karumuri, Ilias Bilionis

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

Dynamically enhanced static handwriting representation for Parkinson's disease detection

Moises Diaz, Miguel Angel Ferrer, Donato Impedovo, Giuseppe Pirlo, Gennaro Vessio

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

Journal ref Pattern Recognition Letters, vol. 128, pp. 204-210 (2019)

High Performance P300 Spellers Using GPT2 Word Prediction With Cross-Subject Training

Nithin Parthasarathy, James Soetedjo, Saarang Panchavati, Nitya Parthasarathy, Corey Arnold, Nader Pouratian, William Speier

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

Driving down Poisson error can offset classification error in clinical tasks

Charles B. Delahunt, Courosh Mehanian, Matthew P. Horning

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

Comments 8 pages + appendix, 4 figures

Non-contact Lung Disease Classification via OFDM-based Passive 6G ISAC Sensing

Hasan Mujtaba Buttar, Muhammad Mahboob Ur Rahman, Muhammad Wasim Nawaz, Adnan Noor Mian, Adnan Zahid, Qammer H. Abbasi

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

Comments submitted to a journal, 12 pages, 5 figures, 5 tables

A Comprehensive Survey on Heart Sound Analysis in the Deep Learning Era

Zhao Ren, Yi Chang, Thanh Tam Nguyen, Yang Tan, Kun Qian, Björn W. Schuller

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

Comments Accepted by IEEE Computational Intelligence Magazine

Improving Deep Learning Model Calibration for Cardiac Applications using Deterministic Uncertainty Networks and Uncertainty-aware Training

Tareen Dawood, Bram Ruijsink, Reza Razavi, Andrew P. King, Esther Puyol-Antón

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

Comments currently under review for publication

Tiny Deep Ensemble: Uncertainty Estimation in Edge AI Accelerators via Ensembling Normalization Layers with Shared Weights

Soyed Tuhin Ahmed, Michael Hefenbrock, Mehdi B. Tahoori

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