1. Kyungsu Lee, HaeYun Lee, Junhee Kim, Juhum Park, Jihwan Choi, Jae Youn Hwang*, “Boundary-Oriented Binary Building Segmenattion Model with Two Scheme Learning for Aerial Images” (Under Review)

  2. Na, Younghwan; Kim, Junhee; Lee, Kyung su; Park, Juhum; Hwang, Jae Youn; Choi, Jihwan, “Domain Adaptive Transfer Attack (DATA)-based Segmentation Networks for Building Extraction from Aerial Images”, IEEE Transactions on Geoscience & Remote Sensing (TGRS-2019-02126.R2)

  3. Kyungsu Lee, JunYoung Kim, Moon Hwan Lee, ChangHuk Choi, and Jae Youn Hwang* “Imbalanced Loss Integrated Deep Learning-based Ultrasound Image Analysis for Diagnosis of Rotator Cuff Tear”, IEEE UFFC (Under Review)

  4. Sangyeon Youn and Kyungsu Lee, Jeehoon Son, In-Hwan Yang and Jae Youn Hwang*, “Fully-Automatic Deep Learning-Based Analysis for Determination of Invasiveness of Breast Cancer Cells in an Acoustic Trap”, Biomedical Optics Express 11.6 (2020): 2976-2995. 2020. 06

  5. Haeyun LeeKyungsu Lee, Junhee Kim, Younghwan Na, Juhum Park Jihwan Choi, and Jae Youn Hwang* “Local Similarity Siamese Network for Urban Land Use Change Detection on Aerial Images”, Submitted to British Machine Vision Conference (BMVC) 2020

  6. T. C. Cavalcanti, Sewoong Kim, Kyungsu Lee, Sang-Yeon Lee, Moo Kyun Park, and Jae Youn Hwang*, “Smartphone-based spectral imaging otoscope: system development and preliminary study for evaluation of its potential as a mobile diagnostic tool”, The Journal of Biophotonics 2020, e201960213.

  7. Moon Hwan Lee, JunYoung Kim, Kyungsu Lee, ChangHuk Choi, and Jae Youn Hwang* “Wide-field 3D Ultrasound Imaging Platform With a Semi-automatic 3D Segmentation Algorithm for Quantitative Analysis of Rotator Cuff Tears”, IEEE ACCESS, 2020, 8: 65472-65487.

  8. Kyungsu Lee and Jae Youn Hwang*, “Density to Segmentation: Guided Learning for CNNs”, European Conference on Computer Vision (ECCV) (In submission)

  9. Kyungsu Lee, JunheeKim, Juhum Park, Jihwan Choi and JaeYoun Hwang*, “USIM Gate: Novel Attention-based Upsampling Method for Segmenting Precise Boundaries of Buildings in Aerial Images”, European Conference on Computer Vision (ECCV) (In submission)

  10. Kyungsu Lee and Jae Youn Hwang*, “SoN: Selective Optimal Network for Faster Prediction”, European Conference on Computer Vision (ECCV) (In submission)

  11. Haeyun Lee, Jinhyoung Park, Jae Youn Hwang*, “Channel Attention Module with Multi-scale Grid Average Pooling for Breast Cancer Segmentation in An Ultrasound Image”, IEEE Transactions on UFFC 2020

  12. Soon Bin Kwon, Jeong-Ho Park, Chiheon Kwon, Hyung Joong Kong, Jae Youn Hwang, Hee Chan Kim*, “An Energy-Efficient Algorithm for Classification of Fall Types Using a Wearable Sensor”, IEEE ACCESS 2019, 7: 31321-31329.

  13. Jihun Kim, Hasan Al Faruque, Eunjoo Kim, Jae Youn Hwang*, “Multimodal Endoscopic System based on Multispectral and Photometric-stereo Imaging and Analysis”, Biomedical Optics Express, 2019, 10.5: 2289-2302.

  14. Evgenii KimEloise AnguluanSangyeon YounJihun KimJae Youn Hwang and Jae Gwan Kim, “Non-invasive measurement of hemodynamic change during 8 MHz transcranial focused ultrasound stimulation using near-infrared spectroscopy”, BMC Neuroscience, 20:12, 18 March 2019

  15. SangyeonYoun , Choi, Jin Woo, Lee, Junsu,Jihun Kim, Yang, In-Hwan, Chang, Jin Ho, Kim, Hee Chan, Hwang, Jae Youn*, “Acoustic Trapping Technique for Studying Calcium Response of a Suspended Breast Cancer Cell: Determination of its Invasion potentials”, IEEE Transactions on UFFC 2019

  16. Sewoong Kim, Minjoo Hwang, Manjae Kim, Jihun Kim, Seong Jin Jo, Minkyu Je, Jae Eun Jang, Dong Hun Lee,* and Jae Youn Hwang*, “Smartphone-based Multispectral Imaging and Machine-learning based Analysis for Discrimination between Seborrheic Dermatitis and Psoriasis on the Scalp”, Biomedical Optics Express,  2019, 10.2: 879-891.

  17. Jae Youn Hwang, Sangyeon Youn, In- Hwan Yang, ”Gravitational field flow fractionation: Enhancing the resolution power by using an acoustic force field”, Analytica Chimica Acta, 2019, 1047: 238-247.

  18. Jihun Kim, Teojeon Shin, Hyun Joong Kong, Jae Youn Hwang*, and Hong Geun Hyun“High-frequency Ultrasound Imaging for Examination of Early Dental Caries” Journal of Dental Research, 2018, 98.3: 363-367.

  19. Felix Alonso-valenteen, Dustin Srinvivas, Sayuri Pacheco, Altan Rentsendorj, David Chu, Jay Livow, Jessica Sims, Jae Youn Hwang, Ravinder Abrol, Lali K. Medina-Kauwe, “Multi-targeted tumor suicide induced by nano-nucleocapsids formed from self-assembled recombinant endosomolytic nanocapsomeres”, ACS Nano, 2018

  20. Sims JD, Taguiam JM, Alonso-Valenteen F, Markman J, Agadjanian H, Chu D, Lubow J, Abrol R, Srinivas D, Jain A, Han B, Qu Y, Mirzadehgan P, Hwang JY, Rentsendorj A, Chung A, Lester J, Karlan BY, Gray HB, Gross Z, Giuliano A, Cui X, Medina-Kauwe LK, “Resistance to receptor-blocking therapies primes tumors as targets for HER3-homing nanobiologics.”, J Control Release. Feb 10;271:127-138, 2018

  21. Hayong Jung, Robert Wodnicki, Hae Lim, Chi Woo Yoon, Bong Jin Kang, Changhan Yoon, Changyang Lee, Jae Youn Hwang, Hyung Ham Kim, Hojong Choi, Mike Chen, Qifa Zhou, K. Kirk Shung, CMOS High Voltage Analog 1-64 Multiplexer/De-Multiplexer for Integrated Ultrasound Guided Breast Needle Biopsy, IEEE UFFC, 2018

  22. Junhee Kim, Haeyun Lee, S. J. Hong, Sewoong Kim, Juhum Park, Jae Youn Hwang*, and Jihwan P. Choi* “Object Segmentation from High Resolution Aerial Images Using U-Net with Pyramid Pooling Layers”, IEEE GRSL 2018, 16.1: 115-119.

  23. Jihun Kim, Jun-Young Kim, Anna Seo, Eunjoo Kim*, Jae Youn Hwang*, “A Multimodal Biomicroscopic System based on High-frequency Acoustic Radiation Force Impulse and Multispectral Imaging Techniques for Tumor Characterization Ex vivo”, Scientific reports, Dec 13;7(1):17518, 2017

  24. R.D. Teo, Jae Youn Hwang, J. Termini, Z. Gross, H.B. Gray, Fighting Cancer with Corroles”, Chemical Reviews, 117(4), pp 2711–2729, 2017(IF: 46.568 in 2014)

  25. Jaesuk Choi#, Jihun Kim#, Jae Youn Hwang, Minkyu Je, Jun-Young Kim, Shin-Yoon Kim, “A Novel Smart Navigation System for Intramedullary Nailing in Orthopedic Surgery”, Plos One, 12(4): e0174407, 2017. (IF:3.234 in 2014)

  26. Youngjin Lee, Min-Kyu Park, Seunguk Kim, Jeong Hee Shin, Cheil Moon, Jae Youn Hwang, Jun-Chan Choi, Heewon Park, Hak-Rin Kim, and Jae Eun Jang, Electrical Broad Tuning of Plasmonic Color Filter Employing an Asymmetric-Lattice Nanohole Array of Metasurface Controlled by Polarization Rotator”, ACS Photonics 4.8 (2017): 1954-1966. 2017

  27. Yoon S, Kim MG, Chiu CT, Jae Youn Hwang, Kim HH, Wang Y, Shung KK “Direct and sustained intracellular delivery of exogenous molecules using acoustic-transfection with high frequency ultrasound, Scientific Reports, 4;6:20477, 2016 (Co-Author) (IF: 5.578 in 2014)

  28. Sewoong Kim, Dongrae Cho, Jihun Kim, Manjae Kim, Sangyeon Youn, Jae Eun Jang, Minkyu Je, Dong Hun Lee, Boreom Lee, Daniel L. Farkas, and Jae Youn Hwang*, “Smartphone-based multispectral imaging: system development and potentials for mobile skin diagnosis”, Biomedical Optics Express, 7(12), pp 5294-5307, 2016 (IF: 3.648 in 2014)

  29. Jae Youn Hwang*, Jihun Kim, Jin Man Park, C. Lee, H. Jung, J. Lee*, Shung KK, “Cell Deformation by Single-beam Acoustic Trapping: A Promising Tool for Measurements of Cell Mechanics”, Scientific Reports, Article number: 27238, May 2016 (First and Corresponding Author) (IF: 5.578 in 2014)

  30. Bong Jin Kang, Jinhyoung Park, Jieun Kim, Hyung Ham Kim, Changyang Lee, Jae Youn Hwang, Ching-Ling Lien, and K. Kirk Shung, “High frequency dual mode pulsed wave Doppler imaging for monitoring the functional regeneration of adult zebrafish hearts” J. R. Soc. Interface, 12(103), 2015 (Co-Author) (IF: 4.907 in 2012)

  31. Jae Youn Hwang, Bong Jin Kang, Changyang Lee, Hyung Ham Kim, Jinhyoung Park, Qifa Zhou, and K. Kirk Shung, “Non-contact acoustic radiation force impulse microscopy via photoacoustic detection for probing breast cancer cell mechanics”, Biomedical Optics Express, 6(1), 11-22, 2015, (First Author) (IF: 3.648 in 2014)

  32. Jae Youn Hwang, Dong Young Cheon, Hyunjune Shin, Hyun Bin Kim, and Jungwoo Lee, Near-Field Acoustic Microbead Trapping As Remote Anchor for Single Cell Manipulation“, Applied Physics Letters, 106, 183704, 2015, (First Author) (IF: 3.794 in 2012)

  33. Bong Jin Kang, Chang Hwan Yoon, Jin Man Park, Jae Youn Hwang*, and K. Kirk Shung Jitter reduction technique for acoustic radiation force impulse microscopy via photoacoustic detection, Optics Express, 20(15), 2015 (Corresponding Author) (IF: 3.587 in 2011)

  34. Jae Youn Hwang, Chi Woo Yoon, Hae Gyun Lim, Jin Man Park, Sangpil Yoon, Jungwoo Lee, and K. Kirk Shung “Acoustic tweezers for studying intracellular calcium signaling in SKBR-3 human breast cancer cells”, Ultrasonics, 63:94-101, 2015. (First Author) (IF: 1.942 in 2014)

  35. Jessica D. Sims, Jae Youn Hwang, Shawn Wagner, Felix Alonso-Valenteen, Chris Hanson, Jan Michael Taguiam, Richard Polo, Ira Harutyunyan, Gevorg Karapetyan, Karn Sorasaenee, Ahmed Ibrahim, Eduardo Marban, Rex Moats, Harry B. Gray, Zeev Gross, Lali K. Medina-Kauwe, A corrole nanobiologic elicits tissue-activated MRI contrast enhancement and tumor-targeted toxicity”, Journal of Controlled Release, 217:92-101,2015 (Co-Author) (IF: 7.705 in 2014)

  36. Hojong Choi, Min Gon Kim, Tommas Cummins, Jae Youn Hwang, and K. Kirk Shung, “Power MOSFET-Based Limiter for High Frequency Ultrasound Systems”, Ultrasonic Imaging, 36(4), 317-30, 2014.(Co-Author) (IF: 1.583 in 2012)

  37. Jae Youn Hwang, Changyang Lee, Kwok Ho Lam, Hyung Ham Kim, Jung Woo Lee, and K. Kirk Shung, “Cell Membrane Deformation Induced by Fibronectin-coated Polystyrene Microbead in 200 MHz Acoustic Trap”, IEEE Transaction on UFFC16(4), pp 399-406, 2014.(First Author) (IF: 1.822 in 2012)

  38. Changyang Lee, Jong Seob Jeong, Jae Youn Hwang, Jungwoo Lee, and K. Kirk Shung, “Non-contact multi-particle annular patterning and Manipulation with ultrasound microbeam, Applied Physics Letters, 104, 24417, 2014 (Co-Author) (IF: 3.844 in 2011)

  39. Jae Youn Hwang*, Hae Gyun Lim, Chi WooYoon, Kwok Ho Lam, Sangpil Yoon, Changyang Lee, Chi Tat Chiu, BongJin Kang, Hyung Ham Kim, and K. Kirk Shung, “Non-contact high-frequency ultrasound microbeam stimulation for studying mechanotransduction in human umbilical vein endothelial cells”, Ultrasound in Medicine and biology, 40(9), 2172-82, 2014 (First Author) (IF: 2.455 in 2012)

  40. Jae Youn Hwang, Daniel L. Farkas, and Lali K. Medina-Kauwe, “Analysis ofTargeted Viral Protein Nanoparticles Delivered to HER2+ Tumors”, Journal of Visualized Experiments, (76) e50396, 2013.(First Author)

  41. Jae Youn Hwang, Nan Sook Lee, Changyang Lee, Kwok Ho Lam, Jonghye Woo, Ming-Yi Lin, Kassandra Kisler, Hyung Ham Kim, Qifa Zhou, Robert H. Chow, and K. Kirk Shung, “Investigating Contactless High Frequency Ultrasound Microbeam Stimulation for Determination of Invasion Potential of Breast Cancer Cells”, Biotechnology and Bioengineering, 110 (10), pp 2697-05, 2013.(First Author)

  42. Ying Li, Jae Youn Hwang, Jung Woo Lee, and K. Kirk Shung, “Single beam acoustic tweezers: A new tool for microparticle manipulation”, Acoustic Today, 9(4), pp10-13, 2013. (Co-Author)

  43. Hasmik Agadjanian, David Chu, Jae Youn Hwang, Sebastian Wachsmann-Hogiu,Altan Rentsendorj, Lei Song, Vinod Valluripalli, Jay Lubow, Jun Ma, Behrooz Sharifi, Daniel L. Farkas, and Lali K. Medina-Kauwe “Chemotherapy Targeting by DNA Capture in Viral Protein Particles”, Nanomedicine, 7(3), pp 335-52, 2012.(Co-Author)

  44. Jae Youn Hwang, Jay Lubow, David Chu, Harry B. Gray, Zeev Gross, Daniel L. Farkas, and Lali K. Medina-Kauwe, “Photoexcitation of Tumor-targeted Corrole Induces Singlet Oxygen-mediated Augmentation of Cytotoxicity”, Journal of controlled release, 163 (3), pp 368-373, 2012.(First Author)

  45. Jae Youn Hwang, Jay Lubow, David Chu, Harry B. Gray, Zeev Gross, Lali K. Medina-Kauwe, and Daniel L. Farkas, “Investigating Photoexcitation-induced Mitochondrial Damage by Chemotherapeutic Corroles using Multimode Optical Imaging”, Journal of Biomedical Optics, 17(1), pp 015003, 2012.(First Author)

  46. .Jae Youn Hwang, Jungwoo Lee, Changyang Lee, Anette Jakob, Robert Lemor, Lali K. Medina-Kauwe, and K. Kirk Shung, “Fluorescence Response of Human HER2+ Cancer-and MCF-12 Normal Cells to 200 MHz Ultrasound Microbeam Stimulation: a Preliminary Studyof Membranes Permeability Variation”, Ultrasonics, 52(7), pp 803-808, 2012.(First Author)

  47. Jae Youn Hwang*, Jinhyung Park, Jay Lubow, David Chu, Bong Jin Kang, Daniel L. Farkas, K. Kirk Shung, and Lali K. Medina-Kauwe, “Multimodality Imaging In Vivo for Preclinical Assessment of Tumor-targeted Doxorubicin Nanoparticles”, PLOS ONE, pp e34463, 2012.(First Author)

  48. Jae Youn Hwang, Sebastian Wachsmann-Hogiu, V Krishnan Ramanujan, Zeev Gross, Harry B Gray, Julia Ljubimova, Lali K. Medina-Kauwe and Daniel L. Farkas, “A Multimode Optical Imaging System for Preclinical Applications In Vivo: Technology Development, Multiscale Imaging and Chemotherapy Assessment”, Molecular Imaging and biology, 14(4), pp 431-42, 2012.(First Author)

  49. Dodanim Talavera-Adame, Gordon Wu, Yao He, Tina T. Ng, Ankur Gupta, Silvia Kurtovic, Jae Youn Hwang, Daniel L. Farkas, and Donald C. Dafoe, “Endothelial Cells in Co-culture Enhance Embryonic Stem Cell Differentiation to Pancreatic Progenitors and Insulin-producing Cells through BMP Signaling”, Stem Cell Review and Reports 7(3),pp 532-43, 2011. (Co-Author)

  50. Jae Youn Hwang, SebastianWachsmann-Hogiu, V Krishnan Ramanujan, Andreas G. Nowatzyk, Yosef Koronyo, Lali K. Medina-Kauwe, Zeev Gross, Harry B Gray, and Daniel L. Farkas, “Multimodal Wide-field Two-photon Excitation Imaging: Characterization of the Technique for In Vivo Applications”, Biomedical Optics Express, 2(2), pp 356-64, 2011.(First Author)

  51. Jae Youn Hwang, Lali K. Medina-Kauwe, Zeev Gross, Harry B Gray, and Daniel L. Farkas, “Ratiometric Spectral Imaging for Fast Tumor Detection and Chemotherapy Monitoring In Vivo”, Journal of Biomedical Optics, 16(6), pp 066007, 2011.(First Author)

  52. Jae Youn Hwang, Jay Lubow, David Chu, Jun Ma, Hasmik Agadjanian, Harry B. Gray, Zeev Gross, Daniel L. Farkas, and Lali K. Medina-Kauwe A Mechanistic Study of Tumor-Targeted Corrole Cytotoxicity”, Molecular Pharmaceutics, 8(6), pp 2233–2243, 2011. (First Author)

  53. Xu Q, YuanX, Tunici P, Liu G, Fan X, Xu M, Hu J, Jae Youn Hwang, Farkas DL, Black KL, Yu JS. “Isolation of Tumour Stem-like Cells from Benign Tumours”, British Journal of Cancer. 101(2), pp 303-11, 2009.(Co-Author)

  54. Hasmik Agadjanian, Jun Ma, Altan Rentsendorj, Vinod Valluripalli, Jae Youn Hwang, Atif Mahammed, Anat Marom, Daniel Farkas, Harry Gray, Zeev Gross, and Lali K. Medina-Kauwe,Tumor Detection and Elimination by a Targeted Gallium Corrole, Proceedings of the National Academy of Sciences, 106(15), pp 6105-6110, 2009.(Co-Author)

  55. Jae Youn Hwang, Seung Jun Oh, Hee Chan Kim, “A Novel Algorithm for Improving the Accuracy of Ultrasound Measurement of Residual Urine Volume According to Bladder Shape”, Urology 64(5), pp 887-891, 2004.(First Author)

  56. Ran-a Jeong, Jae Youn Hwang, Seyeong Joo, Sejin Park, Taek Dong Chung, Won-Yong Lee andHee Chan Kim, “In Vivo Calibration of The Subcutaneous Amperometric Glucose Sensors Using A Nonenzyme Electrode”, Biosensors & Bioelectronics 19(4), pp 313-319, 2003. (Co-Author)