医学 AI

Transformers in Small Object Detection: A Benchmark and Survey of State-of-the-Art

Aref Miri Rekavandi, Shima Rashidi, Farid Boussaid, Stephen Hoefs, Emre Akbas, Mohammed bennamoun

专题命中 医学数据与评测 ：medical image(abstract)；分类 cs.CV

Federated Few-shot Learning for Cough Classification with Edge Devices

Ngan Dao Hoang, Dat Tran-Anh, Manh Luong, Cong Tran, Cuong Pham

专题命中 医学数据与评测 ：diagnosis(abstract)；分类 cs.LG

Comments 21 pages, 5 figures

Generating tabular datasets under differential privacy

Gianluca Truda

专题命中 医学数据与评测 ：biomedical(abstract)；分类 cs.LG

Federated learning for secure development of AI models for Parkinson's disease detection using speech from different languages

Soroosh Tayebi Arasteh, Cristian David Rios-Urrego, Elmar Noeth, Andreas Maier, Seung Hee Yang, Jan Rusz, Juan Rafael Orozco-Arroyave

专题命中 医学数据与评测 ：pathology(abstract)；分类 cs.LG

Comments INTERSPEECH 2023, pp. 5003--5007, Dublin, Ireland

Journal ref INTERSPEECH 2023

Prototypical Cross-domain Knowledge Transfer for Cervical Dysplasia Visual Inspection

Yichen Zhang, Yifang Yin, Ying Zhang, Zhenguang Liu, Zheng Wang, Roger Zimmermann

专题命中 医学数据与评测 ：diagnosis(abstract)；分类 cs.CV

Comments accepted in ACM Multimedia 2023

BI-LAVA: Biocuration with Hierarchical Image Labeling through Active Learning and Visual Analysis

Juan Trelles, Andrew Wentzel, William Berrios, G. Elisabeta Marai

专题命中 医学数据与评测 ：biomedical(abstract)；分类 cs.LG

Comments 15 pages, 6 figures

Archangel: A Hybrid UAV-based Human Detection Benchmark with Position and Pose Metadata

Yi-Ting Shen, Yaesop Lee, Heesung Kwon, Damon M. Conover, Shuvra S. Bhattacharyya, Nikolas Vale, Joshua D. Gray, G. Jeremy Leong, Kenneth Evensen, Frank Skirlo

专题命中 医学数据与评测 ：diagnosis(abstract)；分类 cs.CV

Comments IEEE Access

Journal ref IEEE Access, vol. 11, pp. 80958-80972, 2023

Comparative Evaluation of Digital and Analog Chest Radiographs to Identify Tuberculosis using Deep Learning Model

Subhankar Chattoraj, Bhargava Reddy, Manoj Tadepalli, Preetham Putha

专题命中 医学数据与评测 ：diagnosis(abstract)；分类 cs.CV

BlanketSet -- A clinical real-world in-bed action recognition and qualitative semi-synchronised MoCap dataset

João Carmona, Tamás Karácsony, João Paulo Silva Cunha

专题命中 医学数据与评测 ：biomedical(abstract)；分类 cs.CV

Comments 4 pages, Dataset available at: https://rdm.inesctec.pt/dataset/nis-2022-004

Journal ref 2023 IEEE 7th Portuguese Meeting on Bioengineering (ENBENG), Porto, Portugal, 2023, pp. 116-119

RVD: A Handheld Device-Based Fundus Video Dataset for Retinal Vessel Segmentation

MD Wahiduzzaman Khan, Hongwei Sheng, Hu Zhang, Heming Du, Sen Wang, Minas Theodore Coroneo, Farshid Hajati, Sahar Shariflou, Michael Kalloniatis, Jack Phu, Ashish Agar, Zi Huang, Mojtaba Golzan, Xin Yu

专题命中 医学数据与评测 ：diagnosis(abstract)；分类 cs.CV

MentalHealthAI: Utilizing Personal Health Device Data to Optimize Psychiatry Treatment

Manan Shukla, Oshani Seneviratne

专题命中 医学数据与评测 ：diagnosis(abstract)；分类 cs.LG

Comments Accepted at AMIA 2023 Annual Symposium

Mitosis Detection from Partial Annotation by Dataset Generation via Frame-Order Flipping

Kazuya Nishimura, Ami Katanaya, Shinichiro Chuma, Ryoma Bise

专题命中 医学数据与评测 ：biomedical(abstract)；分类 cs.CV

Comments 8 pages, 9figures, MICCAI 2023 accepted

Spatio-Temporal Classification of Lung Ventilation Patterns using 3D EIT Images: A General Approach for Individualized Lung Function Evaluation

Shuzhe Chen, Li Li, Zhichao Lin, Ke Zhang, Ying Gong, Lu Wang, Xu Wu, Maokun Li, Yuanlin Song, Fan Yang, Shenheng Xu

专题命中 医学数据与评测 ：diagnosis(abstract)；分类 eess.IV

DCID: Deep Canonical Information Decomposition

Alexander Rakowski, Christoph Lippert

专题命中 医学数据与评测 ：MRI(abstract)；分类 cs.LG

Semi-Supervised Learning for Multi-Label Cardiovascular Diseases Prediction:A Multi-Dataset Study

Rushuang Zhou, Lei Lu, Zijun Liu, Ting Xiang, Zhen Liang, David A. Clifton, Yining Dong, Yuan-Ting Zhang

专题命中 医学数据与评测 ：diagnosis(abstract)；分类 eess.SP

Development and evaluation of an Explainable Prediction Model for Chronic Kidney Disease Patients based on Ensemble Trees

Pedro A. Moreno-Sanchez

专题命中 医学数据与评测 ：diagnosis(abstract)；分类 cs.LG

Cellular EXchange Imaging (CEXI): Evaluation of a diffusion model including water exchange in cells using numerical phantoms of permeable spheres

Rémy Gardier, Juan Luis Villarreal Haro, Erick J. Canales-Rodriguez, Ileana O. Jelescu, Gabriel Girard, Jonathan Rafael-Patino, Jean-Philippe Thiran

专题命中 医学数据与评测 ：MRI(abstract)；分类 eess.SP

Comments 7 figures, 2 tables, 21 pages, under review

Journal ref Magn Reson Med. 2023; 1- 16

Beta Thalassemia Carriers detection empowered federated Learning

Muhammad Shoaib Farooq, Hafiz Ali Younas

专题命中 医学数据与评测 ：diagnosis(abstract)；分类 cs.LG

Comments pages 17, figures 8

SemEval-2023 Task 7: Multi-Evidence Natural Language Inference for Clinical Trial Data

Maël Jullien, Marco Valentino, Hannah Frost, Paul O'Regan, Donal Landers, André Freitas

专题命中 医学数据与评测 ：biomedical(abstract)；分类 cs.LG

Zero-shot performance of the Segment Anything Model (SAM) in 2D medical imaging: A comprehensive evaluation and practical guidelines

Christian Mattjie, Luis Vinicius de Moura, Rafaela Cappelari Ravazio, Lucas Silveira Kupssinskü, Otávio Parraga, Marcelo Mussi Delucis, Rodrigo Coelho Barros

专题命中 医学数据与评测 ：diagnosis(abstract)；分类 cs.CV

Comments 18 pages, 3 Tables, 10 Figures with additional supplementary material with 1 Table

HTPS: Heterogeneous Transferring Prediction System for Healthcare Datasets

Jia-Hao Syu, Jerry Chun-Wei Lin, Marcin Fojcik, Rafał Cupek

专题命中 医学数据与评测 ：diagnosis(abstract)；分类 cs.LG

Cashew dataset generation using augmentation and RaLSGAN and a transfer learning based tinyML approach towards disease detection

Varsha Jayaprakash, Akilesh K, Ajay kumar, Balamurugan M. S, Manoj Kumar Rajagopal

专题命中 医学数据与评测 ：diagnosis(abstract)；分类 eess.IV

Pseudo-Data based Self-Supervised Federated Learning for Classification of Histopathological Images

Jun Shi, Yuanming Zhang, Zheng Li, Xiangmin Han, Saisai Ding, Jun Wang, Shihui Ying

专题命中 医学数据与评测 ：diagnosis(abstract)；分类 cs.CV

Adapting Pretrained Language Models for Solving Tabular Prediction Problems in the Electronic Health Record

Christopher McMaster, David FL Liew, Douglas EV Pires

专题命中 医学数据与评测 ：radiology(abstract)；分类 cs.LG

Fairness meets Cross-Domain Learning: a new perspective on Models and Metrics

Leonardo Iurada, Silvia Bucci, Timothy M. Hospedales, Tatiana Tommasi

专题命中 医学数据与评测 ：medical image(abstract)；分类 cs.CV

Human Uncertainty in Concept-Based AI Systems

Katherine M. Collins, Matthew Barker, Mateo Espinosa Zarlenga, Naveen Raman, Umang Bhatt, Mateja Jamnik, Ilia Sucholutsky, Adrian Weller, Krishnamurthy Dvijotham

专题命中 医学数据与评测 ：medical AI(abstract)；分类 cs.LG

FedER: Federated Learning through Experience Replay and Privacy-Preserving Data Synthesis

Matteo Pennisi, Federica Proietto Salanitri, Giovanni Bellitto, Bruno Casella, Marco Aldinucci, Simone Palazzo, Concetto Spampinato

专题命中 医学数据与评测 ：diagnosis(abstract)；分类 cs.LG

UniFed: A Unified Framework for Federated Learning on Non-IID Image Features

Meirui Jiang, Xiaoxiao Li, Xiaofei Zhang, Michael Kamp, Qi Dou

专题命中 医学数据与评测 ：medical image(abstract)；分类 cs.LG

Towards Accurate Acne Detection via Decoupled Sequential Detection Head

Xin Wei, Lei Zhang, Jianwei Zhang, Junyou Wang, Wenjie Liu, Jiaqi Li, Xian Jiang

专题命中 医学数据与评测 ：diagnosis(abstract)；分类 cs.CV

Comments 9 pages, 5 figures

A novel dataset and a two-stage mitosis nuclei detection method based on hybrid anchor branch

Huadeng Wang, Hao Xu, Bingbing Li, Xipeng Pan, Lingqi Zeng, Rushi Lan, Xiaonan Luo

专题命中 医学数据与评测 ：pathology(abstract)；分类 cs.CV

Comments 22 pages,10 figures, 8 tables