Conferences π
[2025]
[ML] Yoori Oh, Yoseob Han, Joonhyeon Bae, Jaeheon Sim, and Kyogu Lee. βUnderstanding Audio-Text Retrieval Through Singular Value Decompositionβ, SIGIR 2025, Padua, Italy, July 2025, [pdf]
[2024]
[LP] Yoori Oh*, Yoseob Han*, and Kyogu Lee. βDistance Sampling-based Paraphraser Leveraging ChatGPT for Text Data Manipulationβ, SIGIR 2024, Washington D.C., USA, July 2024, *Contributed equally to this work, [pdf]
[2023]
[AP] βYoori Oh, Juheon Lee, Yoseob Han, and Kyogu Lee. βSemi-supervised Learning for Continuous Emotional Intensity Controllable Speech Synthesis with Disentangled Representationsβ, INTERSPEECH 2023, Dublin, Ireland, August 2023, [pdf]
[~2022]
β[MI] Yoseob Han, Kyungsang Kim, and Quanzheng Li. βNull space image estimator using dual-domain deep learning for Region-of-Interest CT reconstructionβ, Fully3D, Leuven, Belgium, July 2022, [pdf]
β[MI] Junyoung Kim*, Yoseob Han*, and Jong Chul Ye. βCone-Angle Artifact Removal Using Differentiated Backprojection Domain Deep Learningβ, ISBI, Iowa city, Iowa, USA, April 2020, *Contributed equally to this work, [pdf]
β[MI] Yoseob Han, Junyoung Kim, Jong Chul Ye, Marc Louis Klasky, and Brendt Wohlberg. βAdaptive X-ray CT Filtration method using deep CNNβ, ISBI workshop on Deep Learning for Biomedical Image Reconstruction, Iowa city, Iowa, USA, April 2020, [pdf]
β[MI] Yoseob Han and Jong Chul Ye. βNon-Cartesian k-space deep learning for accelerated MRIβ, ISMRM, Montreal, QC., Canada, May 2019, [pdf]
β[MI] Yoseob Han and Jong Chul Ye. βNon-Cartesian k-space deep learning for accelerated MRIβ, ISMRM workshop on machine learning 2, Washington, D.C., USA, October 2018, [pdf]
β[MI] Won-Joon Do, Yoseob Han, Seung Hong Choi, Jong Chul Ye, and Sung-Hong Park. βReconstruction of MR images by combining k-space of multi-contrast MR data through deep learningβ, ISMRM, Paris, France, June 2018, [pdf]
β[MI] Yoseob Han and Jong Chul Ye. βDeep Learning Reconstruction for 9-View Dual Energy CT Baggage Scannerβ, CT MEETING, Utah, USA, May 2018, [pdf]
β[MI] Yoseob Han, Jawook Gu, and Jong Chul Ye. βDeep Learning Interior Tomography for Region-of-Interest Reconstructionβ, CT MEETING, Utah, USA, May 2018, [pdf]
β[MI] Yoseob Han and Jong Chul Ye. βDeep Residual Learning Approach for Sparse-view CT Reconstructionβ, Fully3D, Xi'an, China, June 2017, [pdf]
β[MI] Yoseob Han, Dongwook Lee, Jaejun Yoo, and Jong Chul Ye. βAccelerated projection reconstruction MR imaging using deep residual learningβ, ISMRM, Honolulu, HI, USA, April 2017, [pdf]
β[MI] Kyong Hwan Jin, Yoseob Han, and Jong Chul Ye. βCompressive dynamic aperture B-mode ultrasound imaging using annihilating filter-based low-rank interpolationβ, ISBI, Prague, Czech Republic, April 2016, [pdf]
β[MI] Yoseob Han, Kyong Hwan Jin, Kyungsang Kim, and Jong Chul Ye. βSparse-view X-ray spectral CT reconstruction using annihilating filter-based low rank hankel matrix approachβ, ISBI, Prague, Czech Republic, April 2016, [pdf]
β[MI] Yoseob Han, Minji Lee, John Paul Ward, Michael Unser, Seungryoung Cho and Jong Chul Ye. βMulti-scale Circular Conebeam Interior Tomography using bedrosian identity: Verification with real dataβ, CT MEETING, Bamberg, Germany, July 2016, [pdf]
Journals π
[2025]
[MI] Minkyu Kim, Kanghyun*, and Yoseob Han*. βCoMed-SAM: Collaborative Medical SAM for Multi-Modality Image Segmentationβ, IEEE ACCESS, 27 October 2025, [pdf]
[MI] Junhyeok Lee, Yoseob Han, Joon Jang, Hyochul Lee, Jung Hyun Park, Inpyeong Hwang, Jin Wook Chung, Seung Hong Choi, Kyu Sung Choi. βST-SRPerf: Continuous spatiotemporal representation for perfusion MRI super-resolution through neural ODE and implicit neural representationβ, Computers in Biology and Medicine, 01 October 2025, [pdf]β
[MI] Yoseob Han. βLow-dose CT Reconstruction using Cross-domain Deep Learning with Domain Transfer Moduleβ, Physics in Medicine & Biology, 21 February 2025, [pdf]
β[MI] Jaehun Lee, Daniel Kim, Taehun Kim, Mohammed A Al-Masni, Yoseob Han, Dong-Hyun Kim, Kanghyun Ryu. βMeta-Learning Guidance for Robust Medical Image Synthesis: Addressing the Real-World Misalignment and Corruptionsβ, Computerized Medical Imaging and Graphics, 01 February 2025, [pdf]Β
[DD] Gunwoo Lee*, Jungmin Lee*, Minkyo Jung, Joseph Lee, Kihun Hong, Souhwan Jung, Yoseob Han. βDual-Channel Deepfake Audio Detection: Leveraging Direct and Reverberant Waveformsβ, IEEE ACCESS, 22 January 2025, *Contributed equally to this work, [pdf]
[2024]
β[MI] Yoseob Han. βHierarchical decomposed dual-domain deep learning for sparse-view CT reconstructionβ, Physics in Medicine & Biologyβ, 3 April 2024, [pdf]
[2023]
β[MI] Kanghyun Ryu, Chena Lee, Yoseob Han, Subeen Pang, Young Hyun Kim, Chanyeol Choi, Ikbeom Jang, and Sang-Sun Han. βMulti-planar 2.5D U-Net for image quality enhancement of dental cone-beam CTβ, Plos oneβ, 11 May 2023, [pdf]
[~2022]
β[MI] βYoseob Han, Dufan Wu, Kyungsang Kim, and Quanzheng Li. βEnd-to-End Deep Learning for Interior Tomography with Low-Dose X-ray CTβ, Physics in Medicine & Biologyβ, 16 May 2022, [pdf]
β[MI] Yoseob Han*, Jaeduck Jang*, Eunju Cha*, Junho Lee*, Myoungho Jeong, Tae-Gon Kim, Byeong Gyu Chae, Hee Goo Kim, Shinae Jun, Eunha Lee, and Jong Chul Ye. βDeep Learning STEM-EDX Tomography for Nanocrystalsβ, Nature Machine Intelligence, 08 February 2021, *Contributed equally to this work, [pdf]
β[MI] Kyu Sung Choi, Sung-Hye You, Yoseob Han, Jong Chul Ye, Seung Hong Choi, and Bumseok Jeong. βImproving the reliability of pharmacokinetic parameters in dynamic contrast-enhanced MRI in gliomas: Deep learning approachβ, Neuroradiology, 04 August 2020, [pdf]
β[MI] Yoseob Han*, Junyoung Kim*, and Jong Chul Ye. βDifferentiated Backprojection Domain Deep Learning for Conebeam Artifact Removalβ, IEEE Transactions on Medical Imaging, 05 June 2020, *Contributed equally to this work, [pdf]
β[MI] Won-Joon Do, Sunghun Seo, Yoseob Han, Jong Chul Ye, Seung Hong Choi, and Sung- Hong Park, βReconstruction of Multi-contrast MR Images through Deep Learningβ, Medical Physics, 28 January 2020 , [pdf]
β[MI] Yoseob Han and Jong Chul Ye. βOne Network to Solve All ROIs: Deep Learning CT for Any ROI using Differentiated Backprojectionβ, Medical Physics, 06 December 2019 , [pdf]
β[MI] Juyoung Lee, Yoseob Han, and Jong Chul Ye. βk-Space Deep Learning for Reference- free EPI Ghost Correctionβ, Magnetic Resonance Medicine, 18 July 2019, [pdf]
β[MI] Yoseob Han, Leonard Sunwoo, and Jong Chul Ye. βk-Space Deep Learning for Accelerated MRIβ, IEEE Transactions on Medical Imaging, 05 July 2019, [pdf]
β[MI] Yoseob Han and Jong Chul Ye. βFraming U-Net via Deep Convolutional Framelets: Application to Sparse-View CTβ, IEEE Transactions on Medical Imaging, 06 April 2018 , [pdf]
β[IP] Jong Chul Ye, Yoseob Han, and Eunju Cha. βDeep Convolutional Framelets: A General Deep Learning Framework for Inverse Problemsβ, SIAM Journal on Imaging Sciences, 24 April 2018, [pdf]
β[MI] Yoseob Han, Jaejun Yoo, Hak Hee Kim, Hee Jung Shin, Kyunghyun Sung, and Jong Chul Ye. βDeep learning with domain adaptation for accelerated projection-reconstruction MRβ, Magnetic Resonance Medicine, 04 February 2018, [pdf]
β[MI] Minji Lee, Yoseob Han, John Paul Ward, Michael Unser, and Jong Chul Ye. "Interior Tomography Using 1D Generalized Total Variation. Part II: Multiscale Implementation", SIAM Journal on Imaging Sciences, 27 Octorber 2015, [pdf]
Invited Talks ποΈ
[2025]
νμμ, "AI Applications for Medical Diagnosis Support: Image Reconstruction, Segmentation, and Gaze Tracking," K-BIOX, μλͺ μ 보ν μ¬ν¬μ§μ, μ½μμ€, 12 December 2025
νμμ, "Solving Inverse Problems in the Medical Domain via Signal Processing-based AI," AI κΈ°λ° μ 보ν΅μ μμ© κΈ°μ μν¬μ, νκ΅μ 보ν΅μ μ€λΉνν, 건κ΅λνκ΅, 30 October 2025
νμμ, "AI Approaches to inverse Problems in Signal Processing," AIλ°λ체 λ° μ²¨λ¨ μΌμ κΈ°μ μΈλ―Έλ, ν¨ν μ€, 24 October 2025
νμμ, "μ νΈμ²λ¦¬ κ΄μ μμ λ³Έ AI μλ£ μμ 볡μ," BIOINFO, μμ컨벀μ μΌν°, 15 October 2025
[2024]
νμμ, "Artificial Intelligence for Inverse Problem: from Signal Processing Perspective," BK21 ν΅μ¬λ―ΈλκΈ°μ μν¬μ΅, μ°μΈλνκ΅, 22 July 2024
[2023]
νμμ, "μλ£ μ 보 & μν λΉ λ°μ΄ν°λ₯Ό νμ©ν μΈκ³΅μ§λ₯ λͺ¨λΈ μ°κ΅¬ λ° λ€μν μμ© λΆμΌ," λνμμ©μ체곡νν, λνκ²½λΆμ²¨λ¨ μλ£μ°μ μ§ν₯μ¬λ¨, 13 May 2023
Patents π
[2025]
μ΄κ΅κ΅¬, μ€μ 리, μ¬μ¬ν, λ°°μ€ν, νμμ, "μ€λμ€-ν μ€νΈ κ²μμ μν ν κΈ°λ° λμ‘° νμ΅ λ°©λ² λ° μ΄λ₯Ό μν μ»΄ν¨ν° μ₯μΉ," μμΈλνκ΅ μ°ννλ ₯λ¨, μμ€λνκ΅ μ°ννλ ₯λ¨, μΆμλ²νΈ 10-2025-0194175
νμμ, μ λ―Όκ΅, "λ₯λ¬λ κΈ°λ° μ μ λ CT μ΄λ―Έμ§ μ¬κ΅¬μ± μμ€ν ," μμ€λνκ΅ μ°ννλ ₯λ¨, μΆμλ²νΈ 10-2025-0074750
νμμ, λ₯κ°ν, κΉλ―Όκ·, "μλ£ μμ λΆν μ₯μΉ λ° κ·Έκ²μ λμ λ°©λ²," μμ€λνκ΅ μ°ννλ ₯λ¨, μΆμλ²νΈ 10-2025-0096474
νμμ, μ λ―Όκ΅, "μκΈ°μ§λ νμ΅ κΈ°λ° ν¬μλ·° CT μμ μ¬κ΅¬μ± λ°©λ² λ° μ₯μΉ," μμ€λνκ΅ μ°ννλ ₯λ¨, μΆμλ²νΈ 10-2025-0099401
[~2021]
Jong Chul Ye and Yoseob Han βMETHOD FOR PROCESSING SPARSE-VIEW COMPUTED TOMOGRAPHY IMAGE USING NEURAL NETWORK AND APPARATUS THEREFORβ, US, US-10991132-B2, 27 April 2021
βJong Chul Ye and Yoseob Han βMETHOD FOR PROCESSING MULTI-DIRECTIONAL X-RAY COMPUTED TOMOGRAPHY IMAGE USING ARTIFICIAL NEURAL NETβ, US, US-10977842-B2, 13 April 2021
βJong Chul Ye and Yoseob Han. βMETHOD FOR PROCESSING ALL INTERIOR COMPUTED TOMOGRAPHY IMAGE USING SINGLE ARTIFICIAL NEURAL NETWORK AND APPARATUS THEREFORβ, KR, 10-2225747, 04 March 2021
βJong Chul Ye and Yoseob Han. βMETHOD FOR PROCESSING MAGNETIC RESONANCE IMAGING USING ARTIFICIAL NEURAL NETWORK AND APPARATUS THEREFORβ, KR, 10-2215702, 08 February 2021
βJong Chul Ye, Yoseob Han, and Eunju Cha, βMETHOD AND APPARATUS FOR PROCESSING IMAGE BASED ON NEURAL NETWORKβ, US, US-10853977-B2, 01 December 2020
βJong Chul Ye and Yoseob Han. βMETHOD FOR PROCESSING MULTI-DIRECTIONAL X-RAY COMPUTED TOMOGRAPHY IMAGE USING ARTIFICIAL NEURAL NETWORK AND APPARATUS THEREFORβ, KR, 10-2174600, 30 October 2020
βJong Chul Ye and Yoseob Han. βMETHOD FOR PROCESSING INTERIOR COMPUTED TOMOGRAPHY IMAGE USING ARTIFICIAL NEURAL NETWORK AND APPARATUS THEREFORβ, KR, 10-2094599, 23 March 2020
βJong Chul Ye and Yoseob Han. βMETHOD FOR PROCESSING SPARSE-VIEW COMPUTED TOMOGRAPHY IMAGE USING ARTIFICIAL NEURAL NETWORK AND APPARATUS THEREFORβ, KR, 10-2094598, 23 March 2020
βJong Chul Ye, Yoseob Han, and Eunju Cha. βMETHOD AND APPARATUS FOR RECONSTRUCTING IMAGE BASED ON NEURAL NETWORKβ, KR, 10-2089151, 09 March 2020
βJong Chul Ye and Yoseob Han. βCOMPUTED TOMOGRAPHY IMAGE RECONSTRUCTION METHOD AND APPARATUSβ, KR, 10-1886228, 01 August 2018
Jong Chul Ye, Minji Lee, Yoseob Han, Jea Young Jeong, Jaehak Lee, and Young Hoon Sung. βX-RAY IMAGING APPARATUS AND CONTROL METHOD FOR THE SAMEβ, KR, 10-1710866, 22 February 2017
Jong Chul Ye, Kyong Hwan Jin, and Yoseob Han. βINTERIOR TOMOGRAPHY RECONSTRUCTION APPARATUS USING THE LOW RANK FOURIER INTERPOLATION AND CONTROLLING METHOD THEREOFβ, KR, 10-168530, 06 December 2016