Results 201 to 210 of about 16,769 (297)

Weakly supervised learning through box annotations for pig instance segmentation. [PDF]

Sci Rep
Zhou H, Dong J, Han S, Chung S, Ali H, Kim S.   +5 more
europepmc   +1 more source

From Label‐Free Multiphoton Imaging to Pathological Reports: A Vision‐Language Breast Cancer Margin Pathological Diagnosis System

Advanced Science, EarlyView.
MarginPath is a novel vision‐language system that automates breast cancer margin assessment using a single label‐free multiphoton microscopy image. By integrating tumor‐associated collagen signatures with virtual H&E imaging, it generates accurate margin heatmaps and comprehensive diagnostic reports.
Shu Wang, Jingze Su, Xiahui Han, Deyong Kang, Xiao Zhang, Fei Xu, Changzu Liu, Junlin Pan, Xingfu Wang, Qiaohui Zhan, Aimin Wang, Feng Huang, Heping Cheng, Wenxi Liu, Ruolan Lin, Jianxin Chen   +15 more
wiley   +1 more source

Weakly-supervised deep learning models in computational pathology

EBioMedicine, 2022
Tanya N. Augustine
doaj   +1 more source

High performance with fewer labels using semi-weakly supervised learning for pulmonary embolism diagnosis. [PDF]

NPJ Digit Med
Hu Z, Lin HM, Mathur S, Moreland R, Witiw CD, Jimenez-Juan L, Callejas MF, Deva DP, Sejdić E, Colak E.   +9 more
europepmc   +1 more source

Photonic‐Enabled Energy‐Efficient Transparent Neuromorphic Computing Devices: A Review

Advanced Science, EarlyView.
Transparent photonic neuromorphic computing devices merge optics and brain‐inspired computing to overcome von Neumann bottlenecks with ultrafast, low‐energy processing. By exploiting transparent oxides, 2D materials, phase‐change materials, and hybrid heterostructures, these platforms enable photonic synapses, memory, and logic for see‐through edge ...
Shuvaraj Ghosh, Ki‐bum Lee, Junghyeon Lee, Seunghee Cho, Malkeshkumar Patel, Hangfei Li, Yu Wen, Ye Zhou, Joondong Kim   +8 more
wiley   +1 more source

Weakly supervised learning in thymoma histopathology classification: an interpretable approach. [PDF]

Front Med (Lausanne)
Wang C, Du X, Yan X, Teng X, Wang X, Yang Z, Chang H, Fan Y, Ran C, Lian J, Li C, Li H, Cui L, Jiang Y.   +13 more
europepmc   +1 more source

Lung Lesion Localization of COVID-19 From Chest CT Image: A Novel Weakly Supervised Learning Method. [PDF]

IEEE J Biomed Health Inform, 2021
Yang Z, Zhao L, Wu S, Chen CY.
europepmc   +1 more source

AI‐Designed Cyclic Peptides Enable Controllable Modulation of the CD28 Immune Checkpoint

Advanced Science, EarlyView.
AI‐designed cyclic peptides enable controllable modulation of the CD28 immune checkpoint through reversible disruption of CD28‐CD80/CD86 interactions. The lead peptide, CIP‐3, suppresses T‐cell activation without intrinsic agonist activity, demonstrates dose‐dependent efficacy in a murine colitis model, and attenuates inflammatory cytokine production ...
Katarzyna Kuncewicz, Saurabh Upadhyay, Renjie Zhu, Hongliang Duan, Moustafa T. Gabr   +4 more
wiley   +1 more source

Molecular Classification of Breast Cancer Using Weakly Supervised Learning. [PDF]

Cancer Res Treat
Jang W, Lee J, Park KH, Kim A, Lee SH, Ahn S.   +5 more
europepmc   +1 more source

Machine Learning Accelerated Non‐Adiabatic Molecular Dynamics Elucidates Local Polarization Effects on Non‐radiative Recombination in Halide Perovskites

Advanced Science, EarlyView.
This work proposes and constructs the Hefei‐NAMD‐S framework based on machine learning stacked models to investigate the relationship between local polarization and non‐radiative recombination. The results indicate that, compared with A‐site local polarization, B‐site local polarization shows a more evident association with the non‐radiative ...
Bing Yang, Xiaoli Wei, Bo Cai, Yan Yang, Xinghai Zhu, Yi Liu, Junmin Xia, Lihui Liu, Kun Cao, Wei Shen, Pengfei Xia, Shufen Chen, Siyu Chen, Jin Zhao   +13 more
wiley   +1 more source