Publications

Hong J, Hu H, Zhang H, Song K, Zhou Q.  2026.  DD-Net: A defect detection model for carbon fiber-reinforce thermoplastic prepreg surface. Measurement.

Jin C, Chen S, Shen H, Tang W, Chen Y, Xiao J, Guo Y, Zhou Q.  2026.  TiMoS-Net: a multi-temporal image and morphological spatial feature fusion network for predicting neoadjuvant chemotherapy response in breast cancer. Biomedical Signal Processing and Control.

Barber K, Goldstein PA, Liou J-Y.  2026.  Uncovering the Cortical Code of Anesthesia-Induced Loss of Consciousness. Anesthesia & Analgesia.

Qiang Y, Gu W, Jang D, Shin Y, Seo KJin, Li G, Vinnikova S, Wu S, Iyer A, Artoni P et al..  2025.  Monolithic three-dimensional neural probes from deterministic rolling of soft electronics. Nature Electronics.

Zhang K, Zhou Q, Hu H.  2025.  A Novel Self-Supervised Contrastive Learning Framework for Masked EEG Motor Imagery Modeling. IEEE International Conference on Acoustics, Speech and Signal Processing.

Zarr VM, Liou J-Y, Merricks EM, Davis TS, Thomson K, Greger B, House PA, Emerson RG, Goodman RR, McKhann, II GM et al..  2025.  Protocol for detecting and analyzing non-oscillatory traveling waves from high-spatiotemporal-resolution human electrophysiological recordings. STAR Protocols.

Zhou Q, Wang J, Li J, Zhou C, Hu H, Hu K.  2025.  RMFDNet: Redundant and missing feature decoupling network for salient object detection. Engineering Applications of Artificial Intelligence.

Niemeyer JE, Luo P, Pons C, Wu S, Ma H, Liou J-Y, Surinach D, Kodandaramaiah SB, Schwartz TH.  2025.  Seizure network characterization by functional connectivity mapping and manipulation. Neurophotonics.

Liou J-Y, M. Maciver B, Sleigh JW.  2025.  Solving the enigma of burst suppression. British Journal of Anaesthesia.

Qi Y, Jang D, Ryu J, Bai T, Shin Y, Gu W, Iyer A, Li G, Ma H, Liou J-Y et al..  2025.  Stabilized carbon coating on microelectrodes for scalable and interoperable neurotransmitter sensing. Nature Communications .

Li J, Yang F, Zhan F, Estin J, Iyer A, Zhao M, Niemeyer JE, Luo P, Li D, Lin W et al..  2024.  Mesoscopic mapping of hemodynamic responses and neuronal activity during pharmacologically induced interictal spikes in awake and anesthetized mice. Journal of Cerebral Blood Flow & Metabolism.

Ryu J, Qiang Y, Chen L, Li G, Han X, Woon E, Bai T, Qi Y, Zhang S, Liou J-Y et al..  2024.  Multifunctional Nanomesh Enables Cellular-Resolution, Elastic Neuroelectronics. Advanced Materials.

Li J, Yang F, Zhang K, Wu S, Niemeyer J, Zhao M, Luo P, Li N, Li R, Li D et al..  2024.  Refining hemodynamic correction in in vivo wide-field fluorescent imaging through linear regression analysis. NeuroImage.

Luo P, Yang F, Li J, Niemeyer JE, Zhan F, Estin J, Zhao M, Li D, Lin W, Liou J-Y et al..  2023.  Excitatory–inhibitory mismatch shapes node recruitment in an epileptic network. Epilepsia.

Zhou Q, Zhou C, Yang Z, Xu Y, Guan Q.  2023.  Non-binary IoU and progressive coupling and refining network for salient object detection. Expert Systems with Applications.

Hu H, Liu A, Guan Q, Qian H, Li X, Chen S.  2022.  Adaptively Customizing Activation Functions for Various Layers. IEEE Transactions on Neural Networks and Learning Systems .

Hu K, Zhao L, Feng S, Zhang S, Zhou Q, Gao X, Guo Y.  2022.  Colorectal polyp region extraction using saliency detection network with neutrosophic enhancement. Computers in Biology and Medicine.

Hu H, Shen L, Guan Q, Li X, Zhou Q, Ruan S.  2022.  Deep co-supervision and attention fusion strategy for automatic COVID-19 lung infection segmentation on CT images. Pattern Recognition.

Smith EH, Liou J-Y, Merricks EM, Davis T, Thomson K, Greger B, House P, Emerson RG, Goodman R, McKhann GM et al..  2022.  Human interictal epileptiform discharges are bidirectional traveling waves echoing ictal discharges. Elife.

Guan Q, Chen Y, Wei Z, Heidari AAsghar, Hu H, Yang X-H, Zheng J, Zhou Q, Chen H, Chen F.  2022.  Medical image augmentation for lesion detection using a texture-constrained multichannel progressive GAN. Computers in Biology and Medicine.

Zhou Q, Li B, Tao P, Xu Z, Zhou C, Wu Y, Hu H.  2022.  Residual-recursive autoencoder for accelerated evolution in savonius wind turbines optimization. Neurocomputing.

Gill BJA, Khan FA, Goldberg AR, Merricks EM, Wu X, Sosunov AA, Sudhakar TD, Dovas A, Lado W, Michalak AJ et al..  2022.  Single unit analysis and wide-field imaging reveal alterations in excitatory and inhibitory neurons in glioma. Brain.

Ming Q, Liou J-Y, Yang F, Li J, Chu C, Zhou Q, Wu D, Xu S, Luo P, Liang J et al..  2021.  Isoflurane-Induced Burst Suppression Is a Thalamus-Modulated, Focal-Onset Rhythm With Persistent Local Asynchrony and Variable Propagation Patterns in Rats. Frontiers in Systems Neuroscience.

Zhou Q, Zuley M, Guo Y, Yang L, Nair B, Vargo A, Ghannam S, Arefan D, Wu S.  2021.  A machine and human reader study on AI diagnosis model safety under attacks of adversarial images. Nature Communications.

Zhou Q, Chen Y, Li B, Li X, Zhou C, Huang J, Hu H.  2021.  Training Deep Neural Networks for Wireless Sensor Networks Using Loosely and Weakly Labeled Images. Neurocomputing.