PetteriTeikariPhD

deep learning artificial intelligence machine learning ophthalmology ophthalmic optics artificial intelligence in medicine retinal imaging optical coherence tomography ophthalmic imaging healthcare fundus imaging computer vision point cloud real estate oct pupillometry optical design design medical devices augmented reality personalized medicine proptech two-photon microscopy startups metamaterials virtual reality medtech startup medtech embedded electronics hyperspectral imaging alzheimer's disease biosignal processing image restoration geometric computer vision medical image analysis medical imaging indoor point clouds cubicasa arduino embedded devices multiphoton microscopy image classification multispectral imaging startup asthma precision physiotherapy precision medicine eyewear electronics design image reconstruction chronobiology biophotonics hyperspectral fundus imaging data labeling raspberry pi purkinje images circadian rhythms wearable devices light field imaging retinal vasculature retinal diagnostics clinical pupillometry plr artifacts melanopsin artificial consciousness optometry rgb-d kinect structure from motion sfm led eye care image processing medicine lighting lighting design fashion design open source hardware convolutional networks foundation model oculomics neurodegenerative disease bioacoustics respiratory diseases sports deep learning precision health precision strength training strength and conditioning strength training extended reality medical image segmentation ct head scan computed tomography deep learning in medicine mixed reality pose estimation movement analysis metasurfaces metalenses computational imaging eyewear design ai glasses medical device design biomedical optics portable fundus imaging deep learning uncertainty unstructured data structured data volumetric visualization laser lighting data visualization mechanical design crowdsourcing mechanical turk instrumentation amplifier ocular media transmittance ocular media mems interoperability multimodal model electroretinography measurement technology lens density corneal reflection visual neuroscience purkinje image eye movements alzheimer core body temperature plenoptic imaging edge computing generative adversarial networks super-resolution signal processing artifact management denoising time series deep learning pupillary light reflex generative model point cloud deep learning geometric deep learning image quality structured light 3d reconstruction laser scanner data mining disease management predictive healthcare clinical phenotyping data-driven medicine matterport mesh 360 video spectral transmittance ux user experience glaucoma visual identity eyecare vision transfer learning volumetric imaging ultrasound imaging fine-tuning mri semantic segmentation visual ergonomics architectural lighting data science big data makeup artistry 3d printing makeup fashion digital makeup generative art art focused ultrasound disruptive healthcare adaptive optics fundus photograph visual field biomarker diagnosis hardware medical optics optics cad model fundus zemax open source synthetic data source separation signal separation self-supervised learning pretrained network health acoustic sounds data augmentation audio denoising acoustic signals scanning laser ophthalmoscope oculome amyloid spectrometer polarimetry polarimetric imaging phase imaging miniaturized optics metaphotonics compressed sensing wearable sensing spatial lung model sensor design microphones lung sounds lung sensing cardiorespitatory monitoring acoustic sensing acoustic metamaterials fluorescent microscopy image analysis vascular segmentation light exposure wrist temperature circadian phase voimanosto powerlifting voimaharjoittelu athlete management system movement science generative ai sports analytics touch hunger touch sportstech sextech sexbot sex robot sex doll psychotherapy natural language processing mental health intimacy haptics femtech fembot chatbot magnetic resonance imaging webvr webgl unreal engine unreal unity 3d unity game engines medical visualization nurbs triangular mesh stroke sinogram radiomics intracerebral hemorrhage ich deep learning in medical imaging ct computerized tomography brain scan arthritis management ground truth hand pose microwave sensing hand gesture graph convolutional neural networks neural odes hand grip strength range of motion hand tracking arthritis rheumatoid arthritis smart insole force myography sonomyography power lifting weight lifting bodybuilding muscle activation ultrasound sonoelastography fnirs semg emg eeg inertial measurement unit imu depth video pose analysis human locomotion through wall sensing radio frequency sensing wifi wifi sensing augmented intelligence human-in-the loop deep learning personality traits creative traits creativity as science science of creativity creativity artificial intelligence in design light therapy non-image forming visual system iprgc blue light stimulus ultraviolet myopia treatment jetlag management jetlag seasonal affective disorder bright light therapy light treatment sunglasses monte carlo dropout medical decision making clinical decision making decision making clinical dashboard health economics clinical utility uncertainty uncertainty quantification brier score decision curve analysis mobile retinal imaging image signal processing embedded deep learning edge deep learning computational photography artificial intelligence in makeup instagram influencer instagram social media social influencer makeup influencer future of makeup latent space aritmetics latent space disentangling features gan smart mirror printable makeup time series classification biosignal deep learning unstructured time series time series analysis spectroscopy adinstruments biopac olympus fluoview intravital microscopy cardiovascular microscopy intelligent measurement measurement labview data acquisition daq instrumentation visually impaired low vision vision care retinal health industrial design moodboard visual branding illustration scientific illustration data synthesis physics-based deep learning monte carlo oct monte carlo optomechanical design cataract ximea hdr camera usb camera fiber coupler laser module neuro-ophthalmology clinical electrophysiology structure and function portable ultrasoundd portable diagnostics t-sne random forests piecewise linear regression broken stick ehr fhir data engineering data wrangling ophthalmic data medical data data annotation intelligent annotation data labelling deep learning visualization deep learning interpretability asic system-on-chip telemedicine ultrasound pupillometry portable ultrasound real-time visualization oct angiography secondary optics led driver light source xenon metal halide gmi dalí dmx512 dmx behavioral research animal research research science animal experiments iot reticulate r2py python sas tableau ms excel excel ggplot d3.js infographic information design dashboard r shiny r business intelligence faro freestyle scanner x blender solidworks rhino personalized design inter-individual variation individualized models additive manufacturing parametric design 3d scanning amazon web services amazon s3 retinal image classification annotation tools image labelling image labeling image annotation visual function microcontroller low-cost electroretinography hardware accelerator electroretinogram electronics biosignals biosignal acquisition photoacoustic imaging multiphoton imaging neurovascular unit device development ocular imaging multispectral fundus imaging deep learning deployment multimodal modelling data strategy functional vision industrial camera crystalline lens lens absorption monitor plr retinal blood flow retinal biomarker type 2 diabetes diabetes blood pressure heart rate monitoring sleep monitoring deep gaussian process gaussian process implants implanted wearables implanted sensors light field structural health monitoring thermal imaging smart cities real estate tech uav drone imaging sfsm bim construction 360° imaging multiframe reconstruction vesselness image quality metric retinopathy gpgpu gpu computing cloud computing tensorflow unordered point cloud deblurring hilbert-huang transform fractal analysis wavelet transform time-series time series pipr post-illumination pupillary response machine consciousness consciousness crispr brain decoding functional connectome omics scientific reproducibility systems biology network biology ethics gwas drug discovery functional connectivity computer graphics graph signal processing graph theory digital health health startups health data mining proptech. data labelling dataset slam indoor spaces terrestrial laser scanning google tango electronic health records indoor navigation laserkeilaus immersive video velodyne lidar visualsfm synthetic dataset laser scanning jupyter notebook python ide reproducible research spark neuroscience speckle time-resolved sensing through eyelids neuroptics brain trauma tbi statistical photonics vegetative state streak camera eyelid coma single-photon avalanche diode traumatic brain injury spad rem sleep closed eyelids distance sensing neurological monitoring infrared white laser laser general lighting remote phosphor light installation laser installation white light service design vision science branding health image segmentation scene parsing stanford pointnet 3d imaging imagenet electron microscopy property real estate investment productivity ergonomics office ergonomics data lake medical analytics docker kubernetes videography generative gaming generative video website design jewelry gaming floral startup fashion startup fashion stylist fashion tech florist neuroaesthetics quant trading art market price formation bluetooth le actigraph light logging circadian data logging circadian photoreception actigraphy thalamus slow-oscillations optogenetics corticothalamic circuit neuromodulation rat journal club calcium dye calcium indicator 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