Flexible inorganic bioelectronics

Flexible inorganic bioelectronics represent a newly emerging and rapid developing research area. With its great power in enhancing the acquisition, management and utilization of health information, it is expected that these flexible and stretchable devices could underlie the new solutions to human health problems. Recent advances in this area including materials, devices, integrated systems and their biomedical applications indicate that through conformal and seamless contact with human body, the measurement becomes continuous and convenient with yields of higher quality data. This review covers recent progresses in flexible inorganic bio-electronics for human physiological parameters’ monitoring in a wearable and continuous way. Strategies including materials, structures and device design are introduced with highlights toward the ability to solve remaining challenges in the measurement process. Advances in measuring bioelectrical signals, i.e., the electrophysiological signals (including EEG, ECoG, ECG, and EMG), biophysical signals (including body temperature, strain, pressure, and acoustic signals) and biochemical signals (including sweat, glucose, and interstitial fluid) have been summarized. In the end, given the application property of this topic, the future research directions are outlooked.

[1]  James J. S. Norton,et al.  Materials and Optimized Designs for Human‐Machine Interfaces Via Epidermal Electronics , 2013, Advanced materials.

[2]  Huanyu Cheng,et al.  Bioresorbable silicon electronic sensors for the brain , 2016, Nature.

[3]  J. Sinex Pulse oximetry: principles and limitations. , 1999, The American journal of emergency medicine.

[4]  Jung Woo Lee,et al.  Soft network composite materials with deterministic and bio-inspired designs , 2015, Nature Communications.

[5]  Phillip Won,et al.  A soft, wearable microfluidic device for the capture, storage, and colorimetric sensing of sweat , 2016, Science Translational Medicine.

[6]  Xian Huang,et al.  Capacitive Epidermal Electronics for Electrically Safe, Long‐Term Electrophysiological Measurements , 2014, Advanced healthcare materials.

[7]  Russell O. Potts,et al.  Measurement of glucose in diabetic subjects using noninvasive transdermal extraction , 1995, Nature Medicine.

[8]  Yei Hwan Jung,et al.  Anisotropic Thermal Conductive Composite by the Guided Assembly of Boron Nitride Nanosheets for Flexible and Stretchable Electronics , 2019, Advanced Functional Materials.

[9]  Warren M Grill,et al.  Implanted neural interfaces: biochallenges and engineered solutions. , 2009, Annual review of biomedical engineering.

[10]  Yong-Lae Park,et al.  A Soft Strain Sensor Based on Ionic and Metal Liquids , 2013, IEEE Sensors Journal.

[11]  Sang Il Rhee,et al.  The Use of Shape Memory Polymers for Microassembly by Transfer Printing , 2014, Journal of Microelectromechanical Systems.

[12]  Sanlin S. Robinson,et al.  Highly stretchable electroluminescent skin for optical signaling and tactile sensing , 2016, Science.

[13]  Sang-Gook Kim,et al.  Extremely Elastic Wearable Carbon Nanotube Fiber Strain Sensor for Monitoring of Human Motion. , 2015, ACS nano.

[14]  Qifa Zhou,et al.  Monitoring of the central blood pressure waveform via a conformal ultrasonic device , 2018, Nature Biomedical Engineering.

[15]  Xue Feng,et al.  Directionally controlled transfer printing using micropatterned stamps , 2013 .

[16]  Andrew G. Glen,et al.  APPL , 2001 .

[17]  Hye Rim Cho,et al.  Wearable/disposable sweat-based glucose monitoring device with multistage transdermal drug delivery module , 2017, Science Advances.

[18]  Yonggang Huang,et al.  Ultrathin conformal devices for precise and continuous thermal characterization of human skin. , 2013, Nature materials.

[19]  Daniel P. Armstrong,et al.  Stretchable Capacitive Sensors of Torsion, Strain, and Touch Using Double Helix Liquid Metal Fibers , 2017 .

[20]  Yewang Su,et al.  Mechanics of stretchable electronics on balloon catheter under extreme deformation , 2014 .

[21]  Liqun Zhang,et al.  Flexible Breathable Nanomesh Electronic Devices for On‐Demand Therapy , 2019, Advanced Functional Materials.

[22]  Huanyu Cheng,et al.  An analytical model for shear-enhanced adhesiveless transfer printing , 2012 .

[23]  G. Deuschl,et al.  Recommendations for the practice of clinical neurophysiology: guidelines of the International Federation of Clinical Neurophysiology. , 1999, Electroencephalography and clinical neurophysiology. Supplement.

[24]  Changyong Chen,et al.  Thermal Release Transfer Printing for Stretchable Conformal Bioelectronics , 2017, Advanced science.

[25]  Nae-Eung Lee,et al.  An All‐Elastomeric Transparent and Stretchable Temperature Sensor for Body‐Attachable Wearable Electronics , 2016, Advanced materials.

[26]  Franklin Bien,et al.  Wearable smart sensor systems integrated on soft contact lenses for wireless ocular diagnostics , 2017, Nature Communications.

[27]  Xue Feng,et al.  Direct Fabrication of Stretchable Electronics on a Polymer Substrate with Process‐Integrated Programmable Rigidity , 2018, Advanced Functional Materials.

[28]  Jayoung Kim,et al.  Wearable biosensors for healthcare monitoring , 2019, Nature Biotechnology.

[29]  Zhenan Bao,et al.  A chameleon-inspired stretchable electronic skin with interactive colour changing controlled by tactile sensing , 2015, Nature Communications.

[30]  Dermot Diamond,et al.  Advances in wearable chemical sensor design for monitoring biological fluids , 2015 .

[31]  John A. Rogers,et al.  Waterproof, electronics-enabled, epidermal microfluidic devices for sweat collection, biomarker analysis, and thermography in aquatic settings , 2019, Science Advances.

[32]  Sheng Xu,et al.  A hierarchical computational model for stretchable interconnects with fractal-inspired designs , 2014 .

[33]  Youngjin Park,et al.  Microtopography‐Guided Conductive Patterns of Liquid‐Driven Graphene Nanoplatelet Networks for Stretchable and Skin‐Conformal Sensor Array , 2017, Advanced materials.

[34]  Xiaodong Chen,et al.  Plasticizing Silk Protein for On‐Skin Stretchable Electrodes , 2018, Advanced materials.

[35]  Zhiqiang Niu,et al.  High-performance and tailorable pressure sensor based on ultrathin conductive polymer film. , 2014, Small.

[36]  Zhenan Bao,et al.  Stretchable and ultraflexible organic electronics , 2017 .

[37]  Pooi See Lee,et al.  Self-powered graphene thermistor , 2016 .

[38]  Xian Huang,et al.  Stretchable, wireless sensors and functional substrates for epidermal characterization of sweat. , 2014, Small.

[39]  Hye Rim Cho,et al.  A graphene-based electrochemical device with thermoresponsive microneedles for diabetes monitoring and therapy. , 2016, Nature nanotechnology.

[40]  Zhe Qu,et al.  Skin-like biosensor system via electrochemical channels for noninvasive blood glucose monitoring , 2017, Science Advances.

[41]  John A. Rogers,et al.  Lateral buckling and mechanical stretchability of fractal interconnects partially bonded onto an elastomeric substrate , 2015 .

[42]  Ying Chen,et al.  High‐Performance Flexible Tactile Sensor Enabling Intelligent Haptic Perception for a Soft Prosthetic Hand , 2019, Advanced Materials Technologies.

[43]  Brian Litt,et al.  Flexible, Foldable, Actively Multiplexed, High-Density Electrode Array for Mapping Brain Activity in vivo , 2011, Nature Neuroscience.

[44]  Jeonghyun Kim,et al.  An Epidermal Stimulation and Sensing Platform for Sensorimotor Prosthetic Control, Management of Lower Back Exertion, and Electrical Muscle Activation , 2016, Advanced materials.

[45]  Joseph Wang,et al.  Noninvasive Alcohol Monitoring Using a Wearable Tattoo-Based Iontophoretic-Biosensing System , 2016 .

[46]  Ji Woong Yu,et al.  Highly conductive, stretchable and biocompatible Ag–Au core–sheath nanowire composite for wearable and implantable bioelectronics , 2018, Nature Nanotechnology.

[47]  John A Rogers,et al.  Competing fracture in kinetically controlled transfer printing. , 2007, Langmuir : the ACS journal of surfaces and colloids.

[48]  Qiang Liu,et al.  High-Performance Strain Sensors with Fish-Scale-Like Graphene-Sensing Layers for Full-Range Detection of Human Motions. , 2016, ACS nano.

[49]  John A. Rogers,et al.  Experiments and viscoelastic analysis of peel test with patterned strips for applications to transfer printing , 2013 .

[50]  Nae-Eung Lee,et al.  Recent Progress on Stretchable Electronic Devices with Intrinsically Stretchable Components , 2017, Advanced materials.

[51]  Ha Uk Chung,et al.  Relation between blood pressure and pulse wave velocity for human arteries , 2018, Proceedings of the National Academy of Sciences.

[52]  Kyung-In Jang,et al.  3D multifunctional integumentary membranes for spatiotemporal cardiac measurements and stimulation across the entire epicardium , 2014, Nature Communications.

[53]  Ying Li,et al.  Lightweight, Superelastic, and Mechanically Flexible Graphene/Polyimide Nanocomposite Foam for Strain Sensor Application. , 2015, ACS nano.

[54]  Jonathan A. Fan,et al.  Experimental and Theoretical Studies of Serpentine Microstructures Bonded To Prestrained Elastomers for Stretchable Electronics , 2014 .

[55]  Ernst Fernando Lopes Da Silva Niedermeyer,et al.  Electroencephalography, basic principles, clinical applications, and related fields , 1982 .

[56]  Surya Prakash Singh,et al.  Conductive silver inks and their applications in printed and flexible electronics , 2015 .

[57]  Yu Cao,et al.  Climbing-inspired twining electrodes using shape memory for peripheral nerve stimulation and recording , 2019, Science Advances.

[58]  Audrey M. Bowen,et al.  Transfer Printing Techniques for Materials Assembly and Micro/Nanodevice Fabrication , 2012, Advanced materials.

[59]  Yonggang Huang,et al.  Transfer printing by kinetic control of adhesion to an elastomeric stamp , 2006 .

[60]  Ran Cao,et al.  A Breathable and Screen‐Printed Pressure Sensor Based on Nanofiber Membranes for Electronic Skins , 2018 .

[61]  Yoon Kyeung Lee,et al.  Advanced Materials and Devices for Bioresorbable Electronics. , 2018, Accounts of chemical research.

[62]  Oussama Khatib,et al.  A hierarchically patterned, bioinspired e-skin able to detect the direction of applied pressure for robotics , 2018, Science Robotics.

[63]  Jung Woo Lee,et al.  Multifunctional Skin‐Like Electronics for Quantitative, Clinical Monitoring of Cutaneous Wound Healing , 2014, Advanced healthcare materials.

[64]  Yong Lin,et al.  A highly stretchable strain sensor based on a graphene/silver nanoparticle synergic conductive network and a sandwich structure , 2016 .

[65]  Stephen Beirne,et al.  ‘SWEATCH’: A Wearable Platform for Harvesting and Analysing Sweat Sodium Content , 2016 .

[66]  Benjamin A. Katchman,et al.  Accessing analytes in biofluids for peripheral biochemical monitoring , 2019, Nature Biotechnology.

[67]  Xue Feng,et al.  Fabrication of highly pressure-sensitive, hydrophobic, and flexible 3D carbon nanofiber networks by electrospinning for human physiological signal monitoring. , 2019, Nanoscale.

[68]  Zhen Gu,et al.  Enhanced Cancer Immunotherapy by Microneedle Patch-Assisted Delivery of Anti-PD1 Antibody. , 2016, Nano letters.

[69]  S. Yao,et al.  Nanomaterial‐Enabled Stretchable Conductors: Strategies, Materials and Devices , 2015, Advanced materials.

[70]  Jong Won Chung,et al.  A highly stretchable, transparent, and conductive polymer , 2017, Science Advances.

[71]  S. Bai,et al.  Enhanced thermal properties of PDMS composites containing vertically aligned graphene tubes , 2019, Applied Thermal Engineering.

[72]  John A Rogers,et al.  Skin-interfaced systems for sweat collection and analytics , 2018, Science Advances.

[73]  Justin A. Blanco,et al.  Dissolvable films of silk fibroin for ultrathin conformal bio-integrated electronics. , 2010, Nature materials.

[74]  John A. Rogers,et al.  Highly Sensitive Skin‐Mountable Strain Gauges Based Entirely on Elastomers , 2012 .

[75]  Yonggang Huang,et al.  A Mechanics Model for Sensors Imperfectly Bonded to the Skin for Determination of the Young's Moduli of Epidermis and Dermis. , 2016, Journal of applied mechanics.

[76]  K. Hata,et al.  A stretchable carbon nanotube strain sensor for human-motion detection. , 2011, Nature nanotechnology.

[77]  Xiaodan Gu,et al.  Intrinsically stretchable and healable semiconducting polymer for organic transistors , 2016, Nature.

[78]  S. Ching,et al.  Spectral analysis of bowel sounds in intestinal obstruction using an electronic stethoscope. , 2012, World journal of gastroenterology.

[79]  Huanyu Cheng,et al.  A nonlinear mechanics model of bio-inspired hierarchical lattice materials consisting of horseshoe microstructures. , 2016, Journal of the mechanics and physics of solids.

[80]  Kuang-Chao Fan,et al.  Flexible Temperature Sensor Array Based on a Graphite-Polydimethylsiloxane Composite , 2010, Sensors.

[81]  Wenzhao Jia,et al.  Non-invasive mouthguard biosensor for continuous salivary monitoring of metabolites. , 2014, The Analyst.

[82]  Takao Someya,et al.  Inflammation-free, gas-permeable, lightweight, stretchable on-skin electronics with nanomeshes. , 2017, Nature nanotechnology.

[83]  John A Rogers,et al.  Design of Strain‐Limiting Substrate Materials for Stretchable and Flexible Electronics , 2016, Advanced functional materials.

[84]  John A Rogers,et al.  Soft, Skin-Interfaced Microfluidic Systems with Wireless, Battery-Free Electronics for Digital, Real-Time Tracking of Sweat Loss and Electrolyte Composition. , 2018, Small.

[85]  Xiaodong Chen,et al.  Flexible and Stretchable Devices , 2016, Advanced materials.

[86]  R. Ghaffari,et al.  Recent Advances in Flexible and Stretchable Bio‐Electronic Devices Integrated with Nanomaterials , 2016, Advanced materials.

[87]  Boris Murmann,et al.  Highly stretchable polymer semiconductor films through the nanoconfinement effect , 2017, Science.

[88]  John A Rogers,et al.  A fluorometric skin-interfaced microfluidic device and smartphone imaging module for in situ quantitative analysis of sweat chemistry. , 2018, Lab on a chip.

[89]  Robert C. Wolpert,et al.  A Review of the , 1985 .

[90]  Michael C. McAlpine,et al.  Graphene-based wireless bacteria detection on tooth enamel , 2012, Nature Communications.

[91]  Alexandra G Martinez,et al.  Electrochemical sensing based on printable temporary transfer tattoos. , 2012, Chemical communications.

[92]  Jin-Woo Han,et al.  Flexible, compressible, hydrophobic, floatable, and conductive carbon nanotube-polymer sponge , 2013 .

[93]  Seung Hwan Ko,et al.  Highly Sensitive and Stretchable Multidimensional Strain Sensor with Prestrained Anisotropic Metal Nanowire Percolation Networks. , 2015, Nano letters.

[94]  Jian Zhou,et al.  Ultrasensitive, Stretchable Strain Sensors Based on Fragmented Carbon Nanotube Papers. , 2017, ACS applied materials & interfaces.

[95]  Takafumi Suzuki,et al.  Simultaneous recording of ECoG and intracortical neuronal activity using a flexible multichannel electrode-mesh in visual cortex , 2011, NeuroImage.

[96]  Pingao Huang,et al.  Quadruple H-Bonding Cross-Linked Supramolecular Polymeric Materials as Substrates for Stretchable, Antitearing, and Self-Healable Thin Film Electrodes. , 2018, Journal of the American Chemical Society.

[97]  Sanat S Bhole,et al.  Soft Microfluidic Assemblies of Sensors, Circuits, and Radios for the Skin , 2014, Science.

[98]  Hye Rim Cho,et al.  Stretchable and Transparent Biointerface Using Cell‐Sheet–Graphene Hybrid for Electrophysiology and Therapy of Skeletal Muscle , 2016 .

[99]  Kyung-In Jang,et al.  Thin Metallic Heat Sink for Interfacial Thermal Management in Biointegrated Optoelectronic Devices , 2018, Advanced Materials Technologies.

[100]  Peng Jin,et al.  A flexible skin-mounted wireless acoustic device for bowel sounds monitoring and evaluation , 2019, Science China Information Sciences.

[101]  Yihui Zhang,et al.  Mechanics of Fractal-Inspired Horseshoe Microstructures for Applications in Stretchable Electronics , 2016 .

[102]  John A Rogers,et al.  Miniaturized Battery‐Free Wireless Systems for Wearable Pulse Oximetry , 2017, Advanced functional materials.

[103]  Daeshik Kang,et al.  Thin, Soft, Skin‐Mounted Microfluidic Networks with Capillary Bursting Valves for Chrono‐Sampling of Sweat , 2017, Advanced healthcare materials.

[104]  Yu Cao,et al.  Flexible Hybrid Electronics for Digital Healthcare , 2019, Advanced materials.

[105]  Lili Wang,et al.  An ultra-sensitive and rapid response speed graphene pressure sensors for electronic skin and health monitoring , 2016 .

[106]  Jeonghyun Kim,et al.  Battery-free, skin-interfaced microfluidic/electronic systems for simultaneous electrochemical, colorimetric, and volumetric analysis of sweat , 2019, Science Advances.

[107]  F. E. Posthumus Meyjes,et al.  Recommendations for the practice of clinical neurophysiology Made by the international federation of societies for electroencephalography and clinical neurophysiology, xiii + 191 pages, illustrated, Elsevier Science Publishers, Amsterdam, New York, Oxford, 1983, US$ 9.95, Dfl 35.00 , 1984, Journal of the Neurological Sciences.

[108]  T. Trung,et al.  Flexible and Stretchable Physical Sensor Integrated Platforms for Wearable Human‐Activity Monitoringand Personal Healthcare , 2016, Advanced materials.

[109]  Sung Youb Kim,et al.  Giant tunneling piezoresistance of composite elastomers with interlocked microdome arrays for ultrasensitive and multimodal electronic skins. , 2014, ACS nano.

[110]  Huanyu Cheng,et al.  Mechanics of ultra-stretchable self-similar serpentine interconnects , 2013 .

[111]  Yong Zhu,et al.  Hypoxia and H2O2 Dual-Sensitive Vesicles for Enhanced Glucose-Responsive Insulin Delivery. , 2017, Nano letters.

[112]  Jared P. Ness,et al.  Graphene-based carbon-layered electrode array technology for neural imaging and optogenetic applications , 2014, Nature Communications.

[113]  Pedro J J Alvarez,et al.  Negligible particle-specific antibacterial activity of silver nanoparticles. , 2012, Nano letters.

[114]  J. Windmiller,et al.  Electrochemical tattoo biosensors for real-time noninvasive lactate monitoring in human perspiration. , 2013, Analytical chemistry.

[115]  L. Ressier,et al.  Towards wireless highly sensitive capacitive strain sensors based on gold colloidal nanoparticles. , 2018, Nanoscale.

[116]  Lim Wei Yap,et al.  Percolating Network of Ultrathin Gold Nanowires and Silver Nanowires toward “Invisible” Wearable Sensors for Detecting Emotional Expression and Apexcardiogram , 2017 .

[117]  B. Glisic,et al.  Eliminating Piezoresistivity in Flexible Conducting Polymers for Accurate Temperature Sensing under Dynamic Mechanical Deformations. , 2016, Small.

[118]  Alan S Campbell,et al.  Wearable non-invasive epidermal glucose sensors: A review. , 2018, Talanta.

[119]  F. Huo,et al.  Microstructured graphene arrays for highly sensitive flexible tactile sensors. , 2014, Small.

[120]  John A Rogers,et al.  Mechanically‐Guided Structural Designs in Stretchable Inorganic Electronics , 2019, Advanced materials.

[121]  K. Zierler,et al.  Whole body glucose metabolism. , 1999, The American journal of physiology.

[122]  S. K. Vashist Non-invasive glucose monitoring technology in diabetes management: a review. , 2012, Analytica chimica acta.

[123]  Yafei Yin,et al.  Thermal management of flexible wearable electronic devices integrated with human skin considering clothing effect , 2018, Applied Thermal Engineering.

[124]  M. Dickey Stretchable and Soft Electronics using Liquid Metals , 2017, Advanced materials.

[125]  Kyung Jin Seo,et al.  Bioresorbable Silicon Electronics for Transient Spatio-temporal Mapping of Electrical Activity from the Cerebral Cortex , 2016, Nature materials.

[126]  Kevin O'Brien,et al.  Optoelectronically innervated soft prosthetic hand via stretchable optical waveguides , 2016, Science Robotics.

[127]  Xue Feng,et al.  Controllable wrinkle configurations by soft micro-patterns to enhance the stretchability of Si ribbons. , 2014, Soft matter.

[128]  Joseph Wang,et al.  Epidermal tattoo potentiometric sodium sensors with wireless signal transduction for continuous non-invasive sweat monitoring. , 2014, Biosensors & bioelectronics.

[129]  Chaoyi Yan,et al.  Stretchable graphene thermistor with tunable thermal index. , 2015, ACS nano.

[130]  Nicholas V. Annetta,et al.  Restoring cortical control of functional movement in a human with quadriplegia , 2016, Nature.

[131]  Daniel J. Smith Clinopyroxene precursors to amphibole sponge in arc crust , 2014, Nature Communications.

[132]  Yong Ju Park,et al.  Graphene-based conformal devices. , 2014, ACS nano.

[133]  Jong-Hyun Ahn,et al.  Graphene-based transparent strain sensor , 2013 .

[134]  Bo Liedberg,et al.  High‐Adhesion Stretchable Electrodes Based on Nanopile Interlocking , 2017, Advanced materials.

[135]  Xue Feng,et al.  Breathable and Stretchable Temperature Sensors Inspired by Skin , 2015, Scientific Reports.

[136]  T. Lucas,et al.  Transparent and flexible low noise graphene electrodes for simultaneous electrophysiology and neuroimaging , 2014, Nature Communications.

[137]  Jung Woo Lee,et al.  Battery-free, wireless sensors for full-body pressure and temperature mapping , 2018, Science Translational Medicine.

[138]  John A Rogers,et al.  Stretchable, Multiplexed pH Sensors With Demonstrations on Rabbit and Human Hearts Undergoing Ischemia , 2014, Advanced healthcare materials.

[139]  R. Potts,et al.  Glucose monitoring by reverse iontophoresis , 2002, Diabetes/metabolism research and reviews.

[140]  E. Xie,et al.  Highly flexible, transparent, conductive and antibacterial films made of spin-coated silver nanowires and a protective ZnO layer , 2016 .

[141]  Takao Someya,et al.  Transparent, conformable, active multielectrode array using organic electrochemical transistors , 2017, Proceedings of the National Academy of Sciences.

[142]  Jonghwa Park,et al.  Fingertip skin–inspired microstructured ferroelectric skins discriminate static/dynamic pressure and temperature stimuli , 2015, Science Advances.

[143]  Wenzhao Jia,et al.  Tattoo-based noninvasive glucose monitoring: a proof-of-concept study. , 2015, Analytical chemistry.

[144]  R. Guy,et al.  Reverse Iontophoresis: Noninvasive Glucose Monitoring in Vivo in Humans , 1995, Pharmaceutical Research.

[145]  Ja Hoon Koo,et al.  Highly Skin‐Conformal Microhairy Sensor for Pulse Signal Amplification , 2014, Advanced materials.

[146]  R. Oostenveld,et al.  A MEMS-based flexible multichannel ECoG-electrode array , 2009, Journal of neural engineering.

[147]  Claude C. Grigsby,et al.  Super-Absorbent Polymer Valves and Colorimetric Chemistries for Time-Sequenced Discrete Sampling and Chloride Analysis of Sweat via Skin-Mounted Soft Microfluidics. , 2018, Small.

[148]  D. Lübbers,et al.  The cutaneous uptake of atmospheric oxygen contributes significantly to the oxygen supply of human dermis and epidermis , 2002, The Journal of physiology.

[149]  Hyungdong Lee,et al.  Directly printed stretchable strain sensor based on ring and diamond shaped silver nanowire electrodes , 2015 .

[150]  J. Rogers,et al.  A Stretchable Form of Single-Crystal Silicon for High-Performance Electronics on Rubber Substrates , 2006, Science.

[151]  Ying Chen,et al.  Biocompatible and Ultra-Flexible Inorganic Strain Sensors Attached to Skin for Long-Term Vital Signs Monitoring , 2016, IEEE Electron Device Letters.

[152]  Sam Emaminejad,et al.  Autonomous sweat extraction and analysis applied to cystic fibrosis and glucose monitoring using a fully integrated wearable platform , 2017, Proceedings of the National Academy of Sciences.

[153]  Jianan Song,et al.  High thermal conductivity and stretchability of layer-by-layer assembled silicone rubber/graphene nanosheets multilayered films , 2018 .

[154]  Joseph Wang,et al.  Wearable salivary uric acid mouthguard biosensor with integrated wireless electronics. , 2015, Biosensors & bioelectronics.

[155]  Yonggang Huang,et al.  Conformable amplified lead zirconate titanate sensors with enhanced piezoelectric response for cutaneous pressure monitoring , 2014, Nature Communications.

[156]  John A. Rogers,et al.  Mechanics of stretchable batteries and supercapacitors , 2015 .

[157]  Wei Gao,et al.  Wearable Microsensor Array for Multiplexed Heavy Metal Monitoring of Body Fluids , 2016 .

[158]  L. Fadiga,et al.  PEDOT-CNT-Coated Low-Impedance, Ultra-Flexible, and Brain-Conformable Micro-ECoG Arrays , 2015, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

[159]  Huanyu Cheng,et al.  Graphene Reinforced Carbon Nanotube Networks for Wearable Strain Sensors , 2016 .

[160]  Huanyu Cheng,et al.  A Viscoelastic Model for the Rate Effect in Transfer Printing , 2013 .

[161]  P. Ajayan,et al.  CORRIGENDUM: Super-stretchable, Transparent Carbon Nanotube-Based Capacitive Strain Sensors for Human Motion Detection , 2013, Scientific Reports.

[162]  Xingyi Huang,et al.  Highly Thermally Conductive Yet Electrically Insulating Polymer/Boron Nitride Nanosheets Nanocomposite Films for Improved Thermal Management Capability. , 2018, ACS nano.

[163]  T. Someya,et al.  A Highly Sensitive Capacitive-type Strain Sensor Using Wrinkled Ultrathin Gold Films. , 2018, Nano letters (Print).

[164]  Sam Emaminejad,et al.  Fully integrated wearable sensor arrays for multiplexed in situ perspiration analysis , 2016, Nature.

[165]  Zhen Gu,et al.  Microneedle-array patches loaded with hypoxia-sensitive vesicles provide fast glucose-responsive insulin delivery , 2015, Proceedings of the National Academy of Sciences.

[166]  James J S Norton,et al.  Epidermal mechano-acoustic sensing electronics for cardiovascular diagnostics and human-machine interfaces , 2016, Science Advances.

[167]  F. Ko,et al.  Breathable Dry Silver/Silver Chloride Electronic Textile Electrodes for Electrodermal Activity Monitoring , 2018, Biosensors.

[168]  Xue Feng,et al.  Direct Laser Writing-Based Programmable Transfer Printing via Bioinspired Shape Memory Reversible Adhesive. , 2016, ACS applied materials & interfaces.

[169]  Takao Someya,et al.  The rise of plastic bioelectronics , 2016, Nature.

[170]  Xuanhe Zhao,et al.  Stretchable Hydrogel Electronics and Devices , 2016, Advanced materials.

[171]  Shih-Cheng Yen,et al.  Progress of Flexible Electronics in Neural Interfacing – A Self‐Adaptive Non‐Invasive Neural Ribbon Electrode for Small Nerves Recording , 2016, Advanced materials.

[172]  John A Rogers,et al.  Bio-Integrated Wearable Systems: A Comprehensive Review. , 2019, Chemical reviews.

[173]  Samarth S. Raut,et al.  Electromechanical cardioplasty using a wrapped elasto-conductive epicardial mesh , 2016, Science Translational Medicine.

[174]  Zhe Yin,et al.  Flexible and Highly Sensitive Pressure Sensors Based on Bionic Hierarchical Structures , 2017 .

[175]  Zhenan Bao,et al.  Fabrication of flexible pressure sensors with microstructured polydimethylsiloxane dielectrics using the breath figures method , 2015 .

[176]  C. Saudek,et al.  Timing of changes in interstitial and venous blood glucose measured with a continuous subcutaneous glucose sensor. , 2003, Diabetes.

[177]  Zhong Lin Wang,et al.  Highly Robust, Transparent, and Breathable Epidermal Electrode. , 2018, ACS nano.

[178]  Nicholas V. Annetta,et al.  A Conformal, Bio-Interfaced Class of Silicon Electronics for Mapping Cardiac Electrophysiology , 2010, Science Translational Medicine.

[179]  John A Rogers,et al.  Materials and Fractal Designs for 3D Multifunctional Integumentary Membranes with Capabilities in Cardiac Electrotherapy , 2015, Advanced materials.

[180]  Yonggang Huang,et al.  Materials and Mechanics for Stretchable Electronics , 2010, Science.

[181]  John A Rogers,et al.  Soft, Skin-Integrated Multifunctional Microfluidic Systems for Accurate Colorimetric Analysis of Sweat Biomarkers and Temperature. , 2019, ACS sensors.

[182]  Ying Chen,et al.  Epidermal Inorganic Optoelectronics for Blood Oxygen Measurement , 2017, Advanced healthcare materials.

[183]  Wei Liu,et al.  Flexible and Stretchable Energy Storage: Recent Advances and Future Perspectives , 2017, Advanced materials.

[184]  T. Stieglitz,et al.  Polymers for neural implants , 2011 .

[185]  Yu Cao,et al.  Review on flexible photonics/electronics integrated devices and fabrication strategy , 2018, Science China Information Sciences.

[186]  Wenzhao Jia,et al.  Tattoo-based potentiometric ion-selective sensors for epidermal pH monitoring. , 2013, The Analyst.

[187]  Joong Tark Han,et al.  Stretchable and Multimodal All Graphene Electronic Skin , 2016, Advanced materials.

[188]  John A Rogers,et al.  Thin, flexible sensors and actuators as 'instrumented' surgical sutures for targeted wound monitoring and therapy. , 2012, Small.

[189]  Sam Emaminejad,et al.  A Wearable Electrochemical Platform for Noninvasive Simultaneous Monitoring of Ca(2+) and pH. , 2016, ACS nano.

[190]  Robert Langer,et al.  Diabetes: A smart insulin patch , 2015, Nature.

[191]  M. Vosgueritchian,et al.  Stretchable Energy‐Harvesting Tactile Electronic Skin Capable of Differentiating Multiple Mechanical Stimuli Modes , 2014, Advanced materials.

[192]  Hao Zhuo,et al.  A Supercompressible, Elastic, and Bendable Carbon Aerogel with Ultrasensitive Detection Limits for Compression Strain, Pressure, and Bending Angle , 2018, Advanced materials.

[193]  Giuliano Iurilli,et al.  Flexible, all-polymer microelectrode arrays for the capture of cardiac and neuronal signals. , 2011, Biomaterials.

[194]  I. Park,et al.  Stretchable, Skin‐Mountable, and Wearable Strain Sensors and Their Potential Applications: A Review , 2016 .

[195]  John A Rogers,et al.  In‐Plane Deformation Mechanics for Highly Stretchable Electronics , 2017, Advanced materials.

[196]  Yonggang Huang,et al.  Epidermal devices for noninvasive, precise, and continuous mapping of macrovascular and microvascular blood flow , 2015, Science Advances.

[197]  John A. Rogers,et al.  Mechanics Design for Stretchable, High Areal Coverage GaAs Solar Module on an Ultrathin Substrate , 2014 .

[198]  G. Malliaras,et al.  Biomedical devices go wild , 2018, Science Advances.

[199]  John A Rogers,et al.  Optics and Nonlinear Buckling Mechanics in Large-Area, Highly Stretchable Arrays of Plasmonic Nanostructures. , 2015, ACS nano.

[200]  Eric V. Eason,et al.  Tunable Flexible Pressure Sensors using Microstructured Elastomer Geometries for Intuitive Electronics , 2014 .

[201]  J. Rogers,et al.  Materials for multifunctional balloon catheters with capabilities in cardiac electrophysiological mapping and ablation therapy. , 2011, Nature materials.

[202]  Lin Jia,et al.  Epidermal photonic devices for quantitative imaging of temperature and thermal transport characteristics of the skin , 2014, Nature Communications.

[203]  John A Rogers,et al.  Elasticity of fractal inspired interconnects. , 2015, Small.

[204]  Yinji Ma,et al.  Ultralow-Cost, Highly Sensitive, and Flexible Pressure Sensors Based on Carbon Black and Airlaid Paper for Wearable Electronics. , 2019, ACS applied materials & interfaces.

[205]  Robert Langer,et al.  Bioresponsive materials , 2016 .

[206]  Yonggang Huang,et al.  Electronic sensor and actuator webs for large-area complex geometry cardiac mapping and therapy , 2012, Proceedings of the National Academy of Sciences.

[207]  John A Rogers,et al.  Soft, skin-mounted microfluidic systems for measuring secretory fluidic pressures generated at the surface of the skin by eccrine sweat glands. , 2017, Lab on a chip.

[208]  Huanyu Cheng,et al.  Elastomer Surfaces with Directionally Dependent Adhesion Strength and Their Use in Transfer Printing with Continuous Roll‐to‐Roll Applications , 2012, Advanced materials.

[209]  Canhui Lu,et al.  Large‐Area Compliant, Low‐Cost, and Versatile Pressure‐Sensing Platform Based on Microcrack‐Designed Carbon Black@Polyurethane Sponge for Human–Machine Interfacing , 2016 .

[210]  N. Lee,et al.  Stretchable, Transparent, Ultrasensitive, and Patchable Strain Sensor for Human-Machine Interfaces Comprising a Nanohybrid of Carbon Nanotubes and Conductive Elastomers. , 2015, ACS nano.

[211]  Jian Wu,et al.  Mechanics of Tunable Hemispherical Electronic Eye Camera Systems That Combine Rigid Device Elements With Soft Elastomers , 2013 .

[212]  G. Murtaza,et al.  Recent Developments in Sweat Analysis and Its Applications , 2015, International journal of analytical chemistry.

[213]  Silvestro Micera,et al.  A critical review of interfaces with the peripheral nervous system for the control of neuroprostheses and hybrid bionic systems , 2005, Journal of the peripheral nervous system : JPNS.

[214]  anonymous,et al.  Comprehensive review , 2019 .