【JIOHS】Collection of Articles on Machine Learning and Image Processing from JIOHS

SpectraTr: A novel deep learning model for qualitative analysis of drug spectroscopy based on transformer structure

Pengyou Fu, Yue Wen, Yuke Zhang, Lingqiao Li, Yanchun Feng, Lihui Yin and Huihua Yang

JIOHS | Vol. 15, No. 03, 2250021 (2022)

ICA-Unet: An improved U-net network for brown adipose tissue segmentation

Haolin Wang, Zhonghao Wang, Jingle Wang, Kang Li, Guohua Geng, Fei Kang and Xin Cao

JIOHS | Vol. 15, No. 03, 2250018 (2022)

Early diagnosis and bioimaging of lung adenocarcinoma cells/organs based on spectroscopy machine learning

Xiangrong Peng, Ruiyi Dai, Yaqun Ma, Bi Lin, Xin Hui, Xueli Chen and Ruichan Lv

JIOHS | Vol. 15, No. 02, 2250011 (2022)

A comparative study on machine learning-based classification to find photothrombotic lesion in histological rabbit brain images

Sang Hee Jo, Yoonhee Kim, Yoon Bum Lee, Sung Suk Oh and Jong-ryul Choi

JIOHS | Vol. 14, No. 06, 2150018 (2021)

Highly-efficient quantitative fluorescence resonance energy transfer measurements based on deep learning

Lin Ge, Fei Liu and Jianwen Luo

JIOHS | Vol. 13, No. 06, 2050021 (2020)

Visualizing veins from color skin images using convolutional neural networks

Chaoying Tang, Yimin Yuan, Shuhang Xia, Gehua Ma and Biao Wang

JIOHS | Vol. 13, No. 04, 2050020 (2020)

Automated classification of dual channel dental imaging of auto-fluorescence and white lightby convolutional neural networks

Cheng Wang, Haotian Qin, Guangyun Lai, Gang Zheng, Huazhong Xiang, Jun Wang and Dawei Zhang

JIOHS | Vol. 13, No. 04, 2050014 (2020)

Simplifying the detection of optical distortions by machine learning

Shuwen Hu, Lejia Hu, Biwei Zhang, Wei Gong and Ke Si

JIOHS | Vol. 13, No. 03, 2040001 (2020)

Spatial-spectral identification of abnormal leukocytes based on microscopic hyperspectral imaging technology

Xueqi Hu, Jiahua Ou, Mei Zhou, Menghan Hu, Li Sun, Song Qiu, Qingli Li and Junhao Chu

JIOHS | Vol. 13, No. 02, 2050005 (2020)

Multi-manufacturer drug identification based on near infrared spectroscopy and deep transfer learning

Lingqiao Li, Xipeng Pan, Wenli Chen, Manman Wei, Yanchun Feng, Lihui Yin, Changqin Hu and Huihua Yang

JIOHS | Vol. 13, No. 04, 2050016 (2020)

Highly-efficient quantitative fluorescence resonance energy transfer measurements based on deep learning

Lin Ge, Fei Liu and Jianwen Luo

JIOHS | Vol. 13, No. 06, 2050021 (2020)