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Observation of nonlinear fractal higher order topological insulator 观测非线性分形高阶拓扑绝缘体
3区 医学
ACS Medicinal Chemistry Letters Pub Date : 2024-09-20 DOI: 10.1038/s41377-024-01611-1
Hua Zhong, Victor O. Kompanets, Yiqi Zhang, Yaroslav V. Kartashov, Meng Cao, Yongdong Li, Sergei A. Zhuravitskii, Nikolay N. Skryabin, Ivan V. Dyakonov, Alexander A. Kalinkin, Sergei P. Kulik, Sergey V. Chekalin, Victor N. Zadkov
{"title":"Observation of nonlinear fractal higher order topological insulator","authors":"Hua Zhong, Victor O. Kompanets, Yiqi Zhang, Yaroslav V. Kartashov, Meng Cao, Yongdong Li, Sergei A. Zhuravitskii, Nikolay N. Skryabin, Ivan V. Dyakonov, Alexander A. Kalinkin, Sergei P. Kulik, Sergey V. Chekalin, Victor N. Zadkov","doi":"10.1038/s41377-024-01611-1","DOIUrl":"https://doi.org/10.1038/s41377-024-01611-1","url":null,"abstract":"<p>Higher-order topological insulators (HOTIs) are unique materials hosting topologically protected states, whose dimensionality is at least by 2 lower than that of the bulk. Topological states in such insulators may be strongly confined in their corners which leads to considerable enhancement of nonlinear processes involving such states. However, all nonlinear HOTIs demonstrated so far were built on periodic bulk lattice materials. Here, we demonstrate the first <i>nonlinear photonic</i> HOTI with the fractal origin. Despite their fractional effective dimensionality, the HOTIs constructed here on two different types of the Sierpiński gasket waveguide arrays, may support topological corner states for unexpectedly wide range of coupling strengths, even in parameter regions where conventional HOTIs become trivial. We demonstrate thresholdless spatial solitons bifurcating from corner states in nonlinear fractal HOTIs and show that their localization can be efficiently controlled by the input beam power. We observe sharp differences in nonlinear light localization on outer and multiple inner corners and edges representative for these fractal materials. Our findings not only represent a new paradigm for nonlinear topological insulators, but also open new avenues for potential applications of fractal materials to control the light flow.</p>","PeriodicalId":20,"journal":{"name":"ACS Medicinal Chemistry Letters","volume":"25 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142276002","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optical neural networks: progress and challenges. 光学神经网络:进展与挑战。
3区 医学
ACS Medicinal Chemistry Letters Pub Date : 2024-09-20 DOI: 10.1038/s41377-024-01590-3
Tingzhao Fu,Jianfa Zhang,Run Sun,Yuyao Huang,Wei Xu,Sigang Yang,Zhihong Zhu,Hongwei Chen
{"title":"Optical neural networks: progress and challenges.","authors":"Tingzhao Fu,Jianfa Zhang,Run Sun,Yuyao Huang,Wei Xu,Sigang Yang,Zhihong Zhu,Hongwei Chen","doi":"10.1038/s41377-024-01590-3","DOIUrl":"https://doi.org/10.1038/s41377-024-01590-3","url":null,"abstract":"Artificial intelligence has prevailed in all trades and professions due to the assistance of big data resources, advanced algorithms, and high-performance electronic hardware. However, conventional computing hardware is inefficient at implementing complex tasks, in large part because the memory and processor in its computing architecture are separated, performing insufficiently in computing speed and energy consumption. In recent years, optical neural networks (ONNs) have made a range of research progress in optical computing due to advantages such as sub-nanosecond latency, low heat dissipation, and high parallelism. ONNs are in prospect to provide support regarding computing speed and energy consumption for the further development of artificial intelligence with a novel computing paradigm. Herein, we first introduce the design method and principle of ONNs based on various optical elements. Then, we successively review the non-integrated ONNs consisting of volume optical components and the integrated ONNs composed of on-chip components. Finally, we summarize and discuss the computational density, nonlinearity, scalability, and practical applications of ONNs, and comment on the challenges and perspectives of the ONNs in the future development trends.","PeriodicalId":20,"journal":{"name":"ACS Medicinal Chemistry Letters","volume":"35 1","pages":"263"},"PeriodicalIF":0.0,"publicationDate":"2024-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142273579","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Rational strategy for power doubling of monolithic multijunction III-V photovoltaics by accommodating attachable scattering waveguides. 通过容纳可附加散射波导实现单片多结 III-V 光电功率倍增的合理策略。
3区 医学
ACS Medicinal Chemistry Letters Pub Date : 2024-09-20 DOI: 10.1038/s41377-024-01628-6
Shin Hyung Lee,Hyo Jin Kim,Jae-Hyun Kim,Gwang Yeol Park,Sun-Kyung Kim,Sung-Min Lee
{"title":"Rational strategy for power doubling of monolithic multijunction III-V photovoltaics by accommodating attachable scattering waveguides.","authors":"Shin Hyung Lee,Hyo Jin Kim,Jae-Hyun Kim,Gwang Yeol Park,Sun-Kyung Kim,Sung-Min Lee","doi":"10.1038/s41377-024-01628-6","DOIUrl":"https://doi.org/10.1038/s41377-024-01628-6","url":null,"abstract":"While waveguide-based light concentrators offer significant advantages, their application has not been considered an interesting option for assisting multijunction or other two-terminal tandem solar cells. In this study, we present a simple yet effective approach to enhancing the output power of transfer-printed multijunction InGaP/GaAs solar cells. By utilizing a simply combinable waveguide concentrator featuring a coplanar waveguide with BaSO4 Mie scattering elements, we enable the simultaneous absorption of directly illuminated solar flux and indirectly waveguided flux. The deployment of cells is optimized for front-surface photon collection in monofacial cells. Through systematic comparisons across various waveguide parameters, supported by both experimental and theoretical quantifications, we demonstrate a remarkable improvement in the maximum output power of a 26%-efficient cell, achieving an enhancement of ~93% with the integration of the optimal scattering waveguide. Additionally, a series of supplementary tests are conducted to explore the effective waveguide size, validate enhancements in arrayed cell module performance, and assess the drawbacks associated with rear illumination. These findings provide a comprehensive understanding of our proposed approach towards advancing multi-junction photovoltaics.","PeriodicalId":20,"journal":{"name":"ACS Medicinal Chemistry Letters","volume":"19 1","pages":"261"},"PeriodicalIF":0.0,"publicationDate":"2024-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142273573","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Measuring, processing, and generating partially coherent light with self-configuring optics 利用自配置光学器件测量、处理和生成部分相干光
3区 医学
ACS Medicinal Chemistry Letters Pub Date : 2024-09-20 DOI: 10.1038/s41377-024-01622-y
Charles Roques-Carmes, Shanhui Fan, David A. B. Miller
{"title":"Measuring, processing, and generating partially coherent light with self-configuring optics","authors":"Charles Roques-Carmes, Shanhui Fan, David A. B. Miller","doi":"10.1038/s41377-024-01622-y","DOIUrl":"https://doi.org/10.1038/s41377-024-01622-y","url":null,"abstract":"<p>Optical phenomena always display some degree of partial coherence between their respective degrees of freedom. Partial coherence is of particular interest in multimodal systems, where classical and quantum correlations between spatial, polarization, and spectral degrees of freedom can lead to fascinating phenomena (e.g., entanglement) and be leveraged for advanced imaging and sensing modalities (e.g., in hyperspectral, polarization, and ghost imaging). Here, we present a universal method to analyze, process, and generate spatially partially coherent light in multimode systems by using self-configuring optical networks. Our method relies on cascaded self-configuring layers whose average power outputs are sequentially optimized. Once optimized, the network separates the input light into its mutually incoherent components, which is formally equivalent to a diagonalization of the input density matrix. We illustrate our method with numerical simulations of Mach-Zehnder interferometer arrays and show how this method can be used to perform partially coherent environmental light sensing, generation of multimode partially coherent light with arbitrary coherency matrices, and unscrambling of quantum optical mixtures. We provide guidelines for the experimental realization of this method, including the influence of losses, paving the way for self-configuring photonic devices that can automatically learn optimal modal representations of partially coherent light fields.</p>","PeriodicalId":20,"journal":{"name":"ACS Medicinal Chemistry Letters","volume":"19 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142275999","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dynamic gain driven mode-locking in GHz fiber laser. GHz 光纤激光器中的动态增益驱动锁模。
3区 医学
ACS Medicinal Chemistry Letters Pub Date : 2024-09-20 DOI: 10.1038/s41377-024-01613-z
Xuewen Chen,Wei Lin,Xu Hu,Wenlong Wang,Zhaoheng Liang,Lin Ling,Yang Yang,Yuankai Guo,Tao Liu,Dongdan Chen,Xiaoming Wei,Zhongmin Yang
{"title":"Dynamic gain driven mode-locking in GHz fiber laser.","authors":"Xuewen Chen,Wei Lin,Xu Hu,Wenlong Wang,Zhaoheng Liang,Lin Ling,Yang Yang,Yuankai Guo,Tao Liu,Dongdan Chen,Xiaoming Wei,Zhongmin Yang","doi":"10.1038/s41377-024-01613-z","DOIUrl":"https://doi.org/10.1038/s41377-024-01613-z","url":null,"abstract":"Ultrafast lasers have become powerful tools in various fields, and increasing their fundamental repetition rates to the gigahertz (GHz) level holds great potential for frontier scientific and industrial applications. Among various schemes, passive mode-locking in ultrashort-cavity fiber laser is promising for generating GHz ultrashort pulses (typically solitons), for its simplicity and robustness. However, its pulse energy is far lower than the critical value of the existing theory, leading to open questions on the mode-locking mechanism of GHz fiber lasers. Here, we study the passive mode-locking in GHz fiber lasers by exploring dynamic gain depletion and recovery (GDR) effect, and establish a theoretical model for comprehensively understanding its low-threshold mode-locking mechanism with multi-GHz fundamental repetition rates. Specifically, the GDR effect yields an effective interaction force and thereby binds multi-GHz solitons to form a counterpart of soliton crystals. It is found that the resulting collective behavior of the solitons effectively reduces the saturation energy of the gain fiber and permits orders of magnitude lower pulse energy for continuous-wave mode-locking (CWML). A new concept of quasi-single soliton defined in a strongly correlated length is also proposed to gain insight into the dynamics of soliton assembling, which enables the crossover from the present mode-locking theory to the existing one. Specifically, two distinguishing dynamics of Q-switched mode-locking that respectively exhibit rectangular- and Gaussian-shape envelopes are theoretically indicated and experimentally verified in the mode-locked GHz fiber laser through the measurements using both the standard real-time oscilloscope and emerging time-lens magnification. Based on the proposed criterion of CWML, we finally implement a GDR-mediated mode-locked fiber laser with an unprecedentedly high fundamental repetition rate of up to 21 GHz and a signal-to-noise ratio of 85.9 dB.","PeriodicalId":20,"journal":{"name":"ACS Medicinal Chemistry Letters","volume":"10 1","pages":"265"},"PeriodicalIF":0.0,"publicationDate":"2024-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142273572","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Parity-Time symmetry helps breaking a new limit 奇偶性-时间对称性有助于打破新的极限
3区 医学
ACS Medicinal Chemistry Letters Pub Date : 2024-09-19 DOI: 10.1038/s41377-024-01577-0
Wenjie Wan, Xiaoshun Jiang
{"title":"Parity-Time symmetry helps breaking a new limit","authors":"Wenjie Wan, Xiaoshun Jiang","doi":"10.1038/s41377-024-01577-0","DOIUrl":"https://doi.org/10.1038/s41377-024-01577-0","url":null,"abstract":"<p>Parity-Time (PT) symmetry is an emerging concept in quantum mechanics where non-Hermitian Hamiltonians can exhibit real eigenvalues. Now, PT symmetric optical microresonators have been demonstrated to break the bandwidth-efficiency limit for nonlinear optical signal processing.</p>","PeriodicalId":20,"journal":{"name":"ACS Medicinal Chemistry Letters","volume":"27 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142245494","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Neural stimulation and modulation with sub-cellular precision by optomechanical bio-dart 利用光机械生物镖实现亚细胞精度的神经刺激和调节
3区 医学
ACS Medicinal Chemistry Letters Pub Date : 2024-09-19 DOI: 10.1038/s41377-024-01617-9
Guoshuai Zhu, Jianyun Xiong, Xing Li, Ziyi He, Shuhan Zhong, Junlin Chen, Yang Shi, Ting Pan, Li Zhang, Baojun Li, Hongbao Xin
{"title":"Neural stimulation and modulation with sub-cellular precision by optomechanical bio-dart","authors":"Guoshuai Zhu, Jianyun Xiong, Xing Li, Ziyi He, Shuhan Zhong, Junlin Chen, Yang Shi, Ting Pan, Li Zhang, Baojun Li, Hongbao Xin","doi":"10.1038/s41377-024-01617-9","DOIUrl":"https://doi.org/10.1038/s41377-024-01617-9","url":null,"abstract":"<p>Neural stimulation and modulation at high spatial resolution are crucial for mediating neuronal signaling and plasticity, aiding in a better understanding of neuronal dysfunction and neurodegenerative diseases. However, developing a biocompatible and precisely controllable technique for accurate and effective stimulation and modulation of neurons at the subcellular level is highly challenging. Here, we report an optomechanical method for neural stimulation and modulation with subcellular precision using optically controlled bio-darts. The bio-dart is obtained from the tip of sunflower pollen grain and can generate transient pressure on the cell membrane with submicrometer spatial resolution when propelled by optical scattering force controlled with an optical fiber probe, which results in precision neural stimulation via precisely activation of membrane mechanosensitive ion channel. Importantly, controllable modulation of a single neuronal cell, even down to subcellular neuronal structures such as dendrites, axons, and soma, can be achieved. This bio-dart can also serve as a drug delivery tool for multifunctional neural stimulation and modulation. Remarkably, our optomechanical bio-darts can also be used for in vivo neural stimulation in larval zebrafish. This strategy provides a novel approach for neural stimulation and modulation with sub-cellular precision, paving the way for high-precision neuronal plasticity and neuromodulation.</p>","PeriodicalId":20,"journal":{"name":"ACS Medicinal Chemistry Letters","volume":"8 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142245495","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Phase-change VO2-based thermochromic smart windows 基于相变 VO2 的热致变色智能窗
3区 医学
ACS Medicinal Chemistry Letters Pub Date : 2024-09-18 DOI: 10.1038/s41377-024-01560-9
Cancheng Jiang, Lanyue He, Qingdong Xuan, Yuan Liao, Jian-Guo Dai, Dangyuan Lei
{"title":"Phase-change VO2-based thermochromic smart windows","authors":"Cancheng Jiang, Lanyue He, Qingdong Xuan, Yuan Liao, Jian-Guo Dai, Dangyuan Lei","doi":"10.1038/s41377-024-01560-9","DOIUrl":"https://doi.org/10.1038/s41377-024-01560-9","url":null,"abstract":"<p>Thermochromic coatings hold promise in reducing building energy consumption by dynamically regulating the heat gain of windows, which are often regarded as less energy-efficient components, across different seasons. Vanadium dioxide (VO<sub>2</sub>) stands out as a versatile thermochromic material for smart windows owing to its reversible metal-to-insulator transition (MIT) alongside correlated structural and optical properties. In this review, we delve into recent advancements in the phase-change VO<sub>2</sub>-based thermochromic coatings for smart windows, spanning from the macroscopic crystal level to the microscopic structural level (including elemental doping and micro/nano-engineering), as well as advances in controllable fabrication. It is notable that hybridizing functional elements/materials (e.g., W, Mo/SiO<sub>2</sub>, TiN) with VO<sub>2</sub> in delicate structural designs (e.g., core-shell, optical cavity) brings new degrees of freedom for controlling the thermochromic properties, including the MIT temperature, luminous transmittance, solar-energy modulation ability and building-relevant multi-functionality. Additionally, we provide an overview of alternative chromogenic materials that could potentially complement or surpass the intrinsic limitations of VO<sub>2</sub>. By examining the landscape of emerging materials, we aim to broaden the scope of possibilities for smart window technologies. We also offer insights into the current challenges and prospects of VO<sub>2</sub>-based thermochromic smart windows, presenting a roadmap for advancing this field towards enhanced energy efficiency and sustainable building design. In summary, this review innovatively categorizes doping strategies and corresponding effects of VO<sub>2</sub>, underscores their crucial NIR-energy modulation ability for smart windows, pioneers a theoretical analysis of inverse core-shell structures, prioritizes practical engineering strategies for solar modulation in VO<sub>2</sub> films, and summarizes complementary chromogenic materials, thus ultimately advancing VO<sub>2</sub>-based smart window technologies with a fresh perspective.</p>","PeriodicalId":20,"journal":{"name":"ACS Medicinal Chemistry Letters","volume":"46 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142236618","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optical fibre based artificial compound eyes for direct static imaging and ultrafast motion detection 基于光纤的人造复眼,用于直接静态成像和超快运动检测
3区 医学
ACS Medicinal Chemistry Letters Pub Date : 2024-09-18 DOI: 10.1038/s41377-024-01580-5
Heng Jiang, Chi Chung Tsoi, Weixing Yu, Mengchao Ma, Mingjie Li, Zuankai Wang, Xuming Zhang
{"title":"Optical fibre based artificial compound eyes for direct static imaging and ultrafast motion detection","authors":"Heng Jiang, Chi Chung Tsoi, Weixing Yu, Mengchao Ma, Mingjie Li, Zuankai Wang, Xuming Zhang","doi":"10.1038/s41377-024-01580-5","DOIUrl":"https://doi.org/10.1038/s41377-024-01580-5","url":null,"abstract":"<p>Natural selection has driven arthropods to evolve fantastic natural compound eyes (NCEs) with a unique anatomical structure, providing a promising blueprint for artificial compound eyes (ACEs) to achieve static and dynamic perceptions in complex environments. Specifically, each NCE utilises an array of ommatidia, the imaging units, distributed on a curved surface to enable abundant merits. This has inspired the development of many ACEs using various microlens arrays, but the reported ACEs have limited performances in static imaging and motion detection. Particularly, it is challenging to mimic the apposition modality to effectively transmit light rays collected by many microlenses on a curved surface to a flat imaging sensor chip while preserving their spatial relationships without interference. In this study, we integrate 271 lensed polymer optical fibres into a dome-like structure to faithfully mimic the structure of NCE. Our ACE has several parameters comparable to the NCEs: 271 ommatidia versus 272 for bark beetles, and 180<sup>o</sup> field of view (FOV) versus 150–180<sup>o</sup> FOV for most arthropods. In addition, our ACE outperforms the typical NCEs by ~100 times in dynamic response: 31.3 kHz versus 205 Hz for <i>Glossina morsitans</i>. Compared with other reported ACEs, our ACE enables real-time, 180<sup>o</sup> panoramic direct imaging and depth estimation within its nearly infinite depth of field. Moreover, our ACE can respond to an angular motion up to 5.6×10<sup>6</sup> deg/s with the ability to identify translation and rotation, making it suitable for applications to capture high-speed objects, such as surveillance, unmanned aerial/ground vehicles, and virtual reality.</p>","PeriodicalId":20,"journal":{"name":"ACS Medicinal Chemistry Letters","volume":"8 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142236623","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Towards next-generation diagnostic pathology: AI-empowered label-free multiphoton microscopy 迈向下一代病理诊断:人工智能赋能的无标记多光子显微技术
3区 医学
ACS Medicinal Chemistry Letters Pub Date : 2024-09-14 DOI: 10.1038/s41377-024-01597-w
Shu Wang, Junlin Pan, Xiao Zhang, Yueying Li, Wenxi Liu, Ruolan Lin, Xingfu Wang, Deyong Kang, Zhijun Li, Feng Huang, Liangyi Chen, Jianxin Chen
{"title":"Towards next-generation diagnostic pathology: AI-empowered label-free multiphoton microscopy","authors":"Shu Wang, Junlin Pan, Xiao Zhang, Yueying Li, Wenxi Liu, Ruolan Lin, Xingfu Wang, Deyong Kang, Zhijun Li, Feng Huang, Liangyi Chen, Jianxin Chen","doi":"10.1038/s41377-024-01597-w","DOIUrl":"https://doi.org/10.1038/s41377-024-01597-w","url":null,"abstract":"<p>Diagnostic pathology, historically dependent on visual scrutiny by experts, is essential for disease detection. Advances in digital pathology and developments in computer vision technology have led to the application of artificial intelligence (AI) in this field. Despite these advancements, the variability in pathologists’ subjective interpretations of diagnostic criteria can lead to inconsistent outcomes. To meet the need for precision in cancer therapies, there is an increasing demand for accurate pathological diagnoses. Consequently, traditional diagnostic pathology is evolving towards “next-generation diagnostic pathology”, prioritizing on the development of a multi-dimensional, intelligent diagnostic approach. Using nonlinear optical effects arising from the interaction of light with biological tissues, multiphoton microscopy (MPM) enables high-resolution label-free imaging of multiple intrinsic components across various human pathological tissues. AI-empowered MPM further improves the accuracy and efficiency of diagnosis, holding promise for providing auxiliary pathology diagnostic methods based on multiphoton diagnostic criteria. In this review, we systematically outline the applications of MPM in pathological diagnosis across various human diseases, and summarize common multiphoton diagnostic features. Moreover, we examine the significant role of AI in enhancing multiphoton pathological diagnosis, including aspects such as image preprocessing, refined differential diagnosis, and the prognostication of outcomes. We also discuss the challenges and perspectives faced by the integration of MPM and AI, encompassing equipment, datasets, analytical models, and integration into the existing clinical pathways. Finally, the review explores the synergy between AI and label-free MPM to forge novel diagnostic frameworks, aiming to accelerate the adoption and implementation of intelligent multiphoton pathology systems in clinical settings.</p>","PeriodicalId":20,"journal":{"name":"ACS Medicinal Chemistry Letters","volume":"27 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142231521","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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