We have collected 11 articles on machine learning and image processing fromJournal of Innovative Optical Health Sciencesin recent years. These articles focus on near-infrared spectroscopy analysis, medical image processing, early diagnosis and bioimaging, histopathological image, vein visualization, dental imaging, optical distortion, microscopic hyperspectral imaging, etc.

Hope these articles are useful reference for your work.

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)