Articles

Mixed-UNet: Refined class activation mapping for weakly-supervised semantic segmentation with multi-scale inference

in Computer Vision

• Yang Liu
• Lijin Lian
• Ersi Zhang
• Lulu Xu
• Chufan Xiao
• Xiaoyun Zhong
• Fang Li
• Bin Jiang
• Yuhan Dong
• Lan Ma

Automated classification and explainable AI analysis of lung cancer stages using EfficientNet and gradient-weighted class activation mapping

in Pathology

• Abdulmajeed Alqhatani
• T. K. S. Rathish Babu
• T. R. Mahesh
• Surbhi Bhatia Khan
• Oumaima Saidani
• Mohammad Tabrez Quasim

Correction: Automated classification and explainable AI analysis of lung cancer stages using EfficientNet and gradient-weighted class activation mapping

in Pathology

• Abdulmajeed Alqhatani
• T. K. S. Rathish Babu
• T. R. Mahesh
• Surbhi Bhatia Khan
• Oumaima Saidani
• Mohammad Tabrez Quasim

What do deep neural networks find in disordered structures of glasses?

in Soft Matter Physics

• Norihiro Oyama
• Shihori Koyama
• Takeshi Kawasaki

Deep learning and explainable AI for classification of potato leaf diseases

in AI in Food, Agriculture and Water

• Sarah M. Alhammad
• Doaa Sami Khafaga
• Walaa M. El-hady
• Farid M. Samy
• Khalid M. Hosny

Unified ICH quantification and prognosis prediction in NCCT images using a multi-task interpretable network

in Brain Imaging Methods

• Kai Gong
• Qian Dai
• Jiacheng Wang
• Yingbin Zheng
• Tao Shi
• Jiaxing Yu
• Jiangwang Chen
• Shaohui Huang
• Zhanxiang Wang

Exploring Histological Similarities Across Cancers From a Deep Learning Perspective

in Cancer Imaging and Image-directed Interventions

• Ashish Menon
• Piyush Singh
• P. K. Vinod
• C. V. Jawahar

Multisite Autism Spectrum Disorder Classification Using Convolutional Neural Network Classifier and Individual Morphological Brain Networks

in Brain Imaging Methods

• Jingjing Gao
• Mingren Chen
• Yuanyuan Li
• Yachun Gao
• Yanling Li
• Shimin Cai
• Jiaojian Wang

Distinguishing infectivity in patients with pulmonary tuberculosis using deep learning

in Infectious Diseases: Epidemiology and Prevention

• Yi Gao
• Yiwen Zhang
• Chengguang Hu
• Pengyuan He
• Jian Fu
• Feng Lin
• Kehui Liu
• Xianxian Fu
• Rui Liu
• Jiarun Sun

G2NPAN: GAN-guided nuance perceptual attention network for multimodal medical fusion image quality assessment

in Visual Neuroscience

• Chuangeng Tian
• Lei Zhang

Identification of Bacterial Drug-Resistant Cells by the Convolutional Neural Network in Transmission Electron Microscope Images

in Infectious Agents and Disease

• Mitsuko Hayashi-Nishino
• Kota Aoki
• Akihiro Kishimoto
• Yuna Takeuchi
• Aiko Fukushima
• Kazushi Uchida
• Tomio Echigo
• Yasushi Yagi
• Mika Hirose
• Kenji Iwasaki

UnionCAM: enhancing CNN interpretability through denoising, weighted fusion, and selective high-quality class activation mapping

• Hao Hu
• Rui Wang
• Hao Lin
• Huai Yu

Explainable Deep Learning-Based Comparative Study for Guava Fruit and Leaf Disease Classification: Advancing Agricultural Diagnostics through AI

in Sustainable and Intelligent Phytoprotection

• Zeyu Zhou

A machine learning model for the prediction of hail-affected area in Germany

in Atmospheric Science

• Siyu Li
• Peter Knippertz
• Michael Kunz
• Jannik Wilhelm
• Julian Quinting

Interpretatively automated identification of circulating tumor cells from human peripheral blood with high performance

in Biosensors and Biomolecular Electronics

• Xiaolei Li
• Mingcan Chen
• Jingjing Xu
• Dihang Wu
• Mengxue Ye
• Chi Wang
• Wanyu Liu

Comparative analysis of multimodal architectures for effective skin lesion detection using clinical and image data

in Machine Learning and Artificial Intelligence

• Adriteyo Das
• Vedant Agarwal
• Nisha P. Shetty