A method for removing blocking effects in MPEG-2 video by applying a block classification technique using stream information. - Satoshi Kondo (IEEE Trans. Consumer Electron., 2000)

Frame-rate up-conversion using reliable analysis of transmitted motion information. - Hisao Sasai; Satoshi Kondo; Shinya Kadono (ICASSP (5), 2004)

Tree structured hybrid intra prediction. - Satoshi Kondo; Hisao Sasai; Shinya Kadono (ICIP, 2004)

A New Method of Direct Mode Motion Compensation in Multiple Picture Prediction. - Satoshi Kondo; Shinya Kadono (IEICE Trans. Inf. Syst., 2004)

B-picture coding with motion-compensated frame rate upconversion. - Hisao Sasai; Satoshi Kondo (Electronic Imaging: Image and Video Communications and Processing, 2005)

A motion compensation technique using sliced blocks in hybrid video coding. - Satoshi Kondo; Hisao Sasai (ICIP (2), 2005)

Dynamic Network Separation for IPv6 Network Security Enhancement. - Shinsuke Suzuki; Satoshi Kondo (SAINT Workshops, 2005)

Video Coding with Super-Resolution Post-Processing. - Satoshi Kondo; Tadamasa Toma (ICIP, 2006)

Stabilized super-resolution zooming. - Satoshi Kondo; Tadamasa Toma (SIGGRAPH Sketches, 2006)

A Novel Steganographic Technique Based on Image Morphing. - Satoshi Kondo; Qiangfu Zhao (UIC, 2006)

Reduction of image coding artifacts using spatial structure analysis. - Pei-Lin Hou; Chih-Jung Lin; Satoshi Kondo; Chien-Ming Wu (ISSPA, 2007)

Botnet Traffic Detection Techniques by C&C Session Classification Using SVM. - Satoshi Kondo; Naoshi Sato (IWSEC, 2007)

Motion-compensated video coding using sliced blocks. - Satoshi Kondo; Hisao Sasai (Syst. Comput. Jpn., 2007)

A geometric correction method for projected images using SIFT feature points. - Toru Takahashi 003; Norihito Numa; Takafumi Aoki; Satoshi Kondo (PROCAMS, 2008)

An Image Completion Algorithm Using Occlusion-Free Images from Internet Photo Sharing Sites. - Hanieh Amirshahi; Satoshi Kondo; Koichi Ito 001; Takafumi Aoki (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2008)

Performance evaluation of a geometric correction method for multi-projector display using SIFT and Phase-Only Correlation. - Toru Takahashi 003; Tatsuya Kawano; Koichi Ito 001; Takafumi Aoki; Satoshi Kondo (ICIP, 2010)

Fully Automatic Detection of the Carotid Artery from Volumetric Ultrasound Images Using Anatomical Position-Dependent LBP Features. - Fumi Kawai; Keisuke Hayata; Jun Ohmiya; Satoshi Kondo; Kiyoko Ishikawa; Masahiro Yamamoto (MLMI, 2013)

15.1 A 0.0066mm2 780μW fully synthesizable PLL with a current-output DAC and an interpolative phase-coupled oscillator using edge-injection technique. - Wei Deng 001; Dongsheng Yang 002; Tomohiro Ueno; Teerachot Siriburanon; Satoshi Kondo; Kenichi Okada 001; Akira Matsuzawa (ISSCC, 2014)

20.3 A 64-QAM 60GHz CMOS transceiver with 4-channel bonding. - Kenichi Okada 001; Ryo Minami; Yuuki Tsukui; Seitaro Kawai; Yuuki Seo; Shinji Sato; Satoshi Kondo; Tomohiro Ueno; Yasuaki Takeuchi; Tatsuya Yamaguchi; Ahmed Musa; Rui Wu 001; et al. (ISSCC, 2014)

Lesion Type Classification by Applying Machine-Learning Technique to Contrast-Enhanced Ultrasound Images. - Kazuya Takagi; Satoshi Kondo; Kensuke Nakamura; Mitsuyoshi Takiguchi (IEICE Trans. Inf. Syst., 2014)

Fully Automatic Extraction of Carotid Artery Contours from Ultrasound Images. - Bunpei Toji; Jun Ohmiya; Satoshi Kondo; Kiyoko Ishikawa; Masahiro Yamamoto (IEICE Trans. Inf. Syst., 2014)

A 58.3-to-65.4 GHz 34.2 mW sub-harmonically injection-locked PLL with a sub-sampling phase detection. - Teerachot Siriburanon; Tomohiro Ueno; Kento Kimura; Satoshi Kondo; Wei Deng 001; Kenichi Okada 001; Akira Matsuzawa (ASP-DAC, 2015)

An HDL-synthesized gated-edge-injection PLL with a current output DAC. - Dongsheng Yang 002; Wei Deng 001; Tomohiro Ueno; Teerachot Siriburanon; Satoshi Kondo; Kenichi Okada 001; Akira Matsuzawa (ASP-DAC, 2015)

A fractional-N sub-sampling PLL using a pipelined phase-interpolator with a FoM of -246dB. - Aravind Tharayil Narayanan; Makihiko Katsuragi; Kento Kimura; Satoshi Kondo; Korkut Kaan Tokgoz; Kengo Nakata; Wei Deng 001; Kenichi Okada 001; Akira Matsuzawa (ESSCIRC, 2015)

25.2 A 2.2GHz -242dB-FOM 4.2mW ADC-PLL using digital sub-sampling architecture. - Teerachot Siriburanon; Satoshi Kondo; Kento Kimura; Tomohiro Ueno; Satoshi Kawashima; Tohru Kaneko; Wei Deng 001; Masaya Miyahara; Kenichi Okada 001; Akira Matsuzawa (ISSCC, 2015)

19.5 An HCI-healing 60GHz CMOS transceiver. - Rui Wu 001; Seitaro Kawai; Yuuki Seo; Kento Kimura; Shinji Sato; Satoshi Kondo; Tomohiro Ueno; Nurul Fajri; Shoutarou Maki; Noriaki Nagashima; Yasuaki Takeuchi; Tatsuya Yamaguchi; et al. (ISSCC, 2015)

Automatic Detection of the Carotid Artery Location from Volumetric Ultrasound Images Using Anatomical Position-Dependent LBP Features. - Fumi Kawai; Satoshi Kondo; Keisuke Hayata; Jun Ohmiya; Kiyoko Ishikawa; Masahiro Yamamoto (IEICE Trans. Inf. Syst., 2015)

A Fully Synthesizable All-Digital PLL With Interpolative Phase Coupled Oscillator, Current-Output DAC, and Fine-Resolution Digital Varactor Using Gated Edge Injection Technique. - Wei Deng 001; Dongsheng Yang 002; Tomohiro Ueno; Teerachot Siriburanon; Satoshi Kondo; Kenichi Okada 001; Akira Matsuzawa (IEEE J. Solid State Circuits, 2015)

Assessment of algorithms for mitosis detection in breast cancer histopathology images. - Mitko Veta; Paul J. van Diest; Stefan M. Willems; Haibo Wang; Anant Madabhushi; Angel Cruz-Roa; Fabio A. González 001; Anders Boesen Lindbo Larsen; Jacob S. Vestergaard; Anders B. Dahl; Dan C. Ciresan; Jürgen Schmidhuber; et al. (Medical Image Anal., 2015)

An LO-buffer-less 60-GHz CMOS transmitter with oscillator pulling mitigation. - Rui Wu 001; Jian Pang; Yuuki Seo; Kento Kimura; Seitaro Kawai; Shinji Sato; Satoshi Kondo; Tomohiro Ueno; Nurul Fajri; Yasuaki Takeuchi; Tatsuya Yamaguchi; Ahmed Musa; et al. (A-SSCC, 2016)

26.1 A 5.5mW ADPLL-based receiver with hybrid-loop interference rejection for BLE application in 65nm CMOS. - Hidenori Okuni; Akihide Sai; Tuan Thanh Ta; Satoshi Kondo; Takashi Tokairin; Masanori Furuta; Tetsuro Itakura (ISSCC, 2016)

19.7 A 65nm CMOS ADPLL with 360µW 1.6ps-INL SS-ADC-based period-detection-free TDC. - Akihide Sai; Satoshi Kondo; Tuan Thanh Ta; Hidenori Okuni; Masanori Furuta; Tetsuro Itakura (ISSCC, 2016)

13.6 A 42Gb/s 60GHz CMOS transceiver for IEEE 802.11ay. - Rui Wu 001; Seitaro Kawai; Yuuki Seo; Nurul Fajri; Kento Kimura; Shinji Sato; Satoshi Kondo; Tomohiro Ueno; Teerachot Siriburanon; Shoutarou Maki; Bangan Liu; Yun Wang 008; et al. (ISSCC, 2016)

A Fractional-N Sub-Sampling PLL using a Pipelined Phase-Interpolator With an FoM of -250 dB. - Aravind Tharayil Narayanan; Makihiko Katsuragi; Kento Kimura; Satoshi Kondo; Korkut Kaan Tokgoz; Kengo Nakata; Wei Deng 001; Kenichi Okada 001; Akira Matsuzawa (IEEE J. Solid State Circuits, 2016)

A 5.5 mW ADPLL-Based Receiver With a Hybrid Loop Interference Rejection for BLE Application in 65 nm CMOS. - Akihide Sai; Hidenori Okuni; Tuan Thanh Ta; Satoshi Kondo; Takashi Tokairin; Masanori Furuta; Tetsuro Itakura (IEEE J. Solid State Circuits, 2016)

A Low-Power Low-Noise mm-Wave Subsampling PLL Using Dual-Step-Mixing ILFD and Tail-Coupling Quadrature Injection-Locked Oscillator for IEEE 802.11ad. - Teerachot Siriburanon; Satoshi Kondo; Makihiko Katsuragi; Hanli Liu; Kento Kimura; Wei Deng 001; Kenichi Okada 001; Akira Matsuzawa (IEEE J. Solid State Circuits, 2016)

A 2.2 GHz -242dB-FOM 4.2 mW ADC-PLL Using Digital Sub-Sampling Architecture. - Teerachot Siriburanon; Satoshi Kondo; Kento Kimura; Tomohiro Ueno; Satoshi Kawashima; Tohru Kaneko; Wei Deng 001; Masaya Miyahara; Kenichi Okada 001; Akira Matsuzawa (IEEE J. Solid State Circuits, 2016)

Ultra-high-data-rate 60-GHz CMOS transceiver for future radio access network. - Rui Wu 001; Ryo Minami; Yuuki Tsukui; Seitaro Kawai; Yuuki Seo; Shinji Sato; Kento Kimura; Satoshi Kondo; Tomohiro Ueno; Nurul Fajri; Shoutarou Maki; Noriaki Nagashima; et al. (ASICON, 2017)

Probe localization using structure from motion for 3D ultrasound image reconstruction. - Shuya Ito; Koichi Ito 001; Takafumi Aoki; Jun Ohmiya; Satoshi Kondo (ISBI, 2017)

24.9 A 128-QAM 60GHz CMOS transceiver for IEEE802.11ay with calibration of LO feedthrough and I/Q imbalance. - Jian Pang; Shotaro Maki; Seitarou Kawai; Noriaki Nagashima; Yuuki Seo; Masato Dome; Hisashi Kato; Makihiko Katsuragi; Kento Kimura; Satoshi Kondo; Yuki Terashima; Hanli Liu; et al. (ISSCC, 2017)

A Probe-Camera System for 3D Ultrasound Image Reconstruction. - Koichi Ito 001; Kouya Yodokawa; Takafumi Aoki; Jun Ohmiya; Satoshi Kondo (BIVPCS/POCUS@MICCAI, 2017)

64-QAM 60-GHz CMOS Transceivers for IEEE 802.11ad/ay. - Rui Wu 001; Ryo Minami; Yuuki Tsukui; Seitaro Kawai; Yuuki Seo; Shinji Sato; Kento Kimura; Satoshi Kondo; Tomohiro Ueno; Nurul Fajri; Shoutarou Maki; Noriaki Nagashima; et al. (IEEE J. Solid State Circuits, 2017)

Computer-Aided Diagnosis of Focal Liver Lesions Using Contrast-Enhanced Ultrasonography With Perflubutane Microbubbles. - Satoshi Kondo; Kazuya Takagi; Mutsumi Nishida; Takahito Iwai; Yusuke Kudo; Kouji Ogawa; Toshiya Kamiyama; Hitoshi Shibuya; Kaoru Kahata; Chikara Shimizu (IEEE Trans. Medical Imaging, 2017)

A 20ch TDC/ADC hybrid SoC for 240×96-pixel 10%-reflection <0.125%-precision 200m-range imaging LiDAR with smart accumulation technique. - Kentaro Yoshioka; Hiroshi Kubota; Tomonori Fukushima; Satoshi Kondo; Tuan Thanh Ta; Hidenori Okuni; Kaori Watanabe; Yoshinari Ojima; Katsuyuki Kimura; Sohichiroh Hosoda; Yutaka Ota; Tomohiro Koizumi; et al. (ISSCC, 2018)

A 20-ch TDC/ADC Hybrid Architecture LiDAR SoC for 240 × 96 Pixel 200-m Range Imaging With Smart Accumulation Technique and Residue Quantizing SAR ADC. - Kentaro Yoshioka; Hiroshi Kubota; Tomonori Fukushima; Satoshi Kondo; Tuan Thanh Ta; Hidenori Okuni; Kaori Watanabe; Masatoshi Hirono; Yoshinari Ojima; Katsuyuki Kimura; Sohichiroh Hosoda; Yutaka Ota; et al. (IEEE J. Solid State Circuits, 2018)

A 50.1-Gb/s 60-GHz CMOS Transceiver for IEEE 802.11ay With Calibration of LO Feedthrough and I/Q Imbalance. - Jian Pang; Shotaro Maki; Seitarou Kawai; Noriaki Nagashima; Yuuki Seo; Masato Dome; Hisashi Kato; Makihiko Katsuragi; Kento Kimura; Satoshi Kondo; Yuki Terashima; Hanli Liu; et al. (IEEE J. Solid State Circuits, 2019)

CATARACTS: Challenge on automatic tool annotation for cataRACT surgery. - Hassan Al Hajj; Mathieu Lamard; Pierre-Henri Conze; Soumali Roychowdhury; Xiaowei Hu 001; Gabija Marsalkaite; Odysseas Zisimopoulos; Muneer Ahmad Dedmari; Fenqiang Zhao; Jonas Prellberg; Manish Sahu; Adrian Galdran; et al. (Medical Image Anal., 2019)

5.1 A 240×192 Pixel 10fps 70klux 225m-Range Automotive LiDAR SoC Using a 40ch 0.0036mm2 Voltage/Time Dual-Data-Converter-Based AFE. - Satoshi Kondo; Hiroshi Kubota; Hisaaki Katagiri; Yutaka Ota; Masatoshi Hirono; Tuan Thanh Ta; Hidenori Okuni; Shinichi Ohtsuka; Yoshinari Ojima; Tomohiko Sugimoto; Hirotomo Ishii; Kentaro Yoshioka; et al. (ISSCC, 2020)

Localizing 2D Ultrasound Probe from Ultrasound Image Sequences Using Deep Learning for Volume Reconstruction. - Kanta Miura; Koichi Ito 001; Takafumi Aoki; Jun Ohmiya; Satoshi Kondo (ASMUS/PIPPI@MICCAI, 2020)

A 2D-SPAD Array and Read-Out AFE for Next-Generation Solid-State LiDAR. - Tuan Thanh Ta; Hiroshi Kubota; Koichi Kokubun; Toshiki Sugimoto; Masatoshi Hirono; Mitsuhiro Sengoku; Hisaaki Katagiri; Hidenori Okuni; Satoshi Kondo; Shinichi Ohtsuka; Honam Kwon; Keita Sasaki; et al. (VLSI Circuits, 2020)

2018 Robotic Scene Segmentation Challenge. - Max Allan; Satoshi Kondo; Sebastian Bodenstedt; Stefan Leger; Rahim Kadkhodamohammadi; Imanol Luengo; Félix Fuentes-Hurtado; Evangello Flouty; Ahmed Kedir Mohammed; Marius Pedersen; Avinash Kori; Alex Varghese; et al. (CoRR, 2020)

An Automotive LiDAR SoC for 240 × 192-Pixel 225-m-Range Imaging With a 40-Channel 0.0036-mm2 Voltage/Time Dual-Data-Converter-Based AFE. - Satoshi Kondo; Hiroshi Kubota; Hisaaki Katagiri; Yutaka Ota; Masatoshi Hirono; Tuan Thanh Ta; Hidenori Okuni; Shinichi Ohtsuka; Yoshinari Ojima; Tomohiko Sugimoto; Hirotomo Ishii; Kentaro Yoshioka; et al. (IEEE J. Solid State Circuits, 2020)

ResNet. - Isabel Amaya-Rodriguez; Javier Civit-Masot; Francisco Luna-Perejon; Lourdes Duran-Lopez; Alexander Rakhlin; Sergey I. Nikolenko; Satoshi Kondo; Pablo Laiz; Jordi Vitrià; Santi Seguí; Patrick Brandao (Computer-Aided Analysis of Gastrointestinal Videos, 2021)

Multi-source Domain Adaptation Using Gradient Reversal Layer for Mitotic Cell Detection. - Satoshi Kondo (MIDOG/MOOD/Learn2Reg@MICCAI, 2021)

Pose Estimation of 2D Ultrasound Probe from Ultrasound Image Sequences Using CNN and RNN. - Kanta Miura; Koichi Ito 001; Takafumi Aoki; Jun Ohmiya; Satoshi Kondo (ASMUS@MICCAI, 2021)

LapFormer: surgical tool detection in laparoscopic surgical video using transformer architecture. - Satoshi Kondo (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2021)

MIcro-surgical anastomose workflow recognition challenge report. - Arnaud Huaulmé; Duygu Sarikaya; Kévin Le Mut; Fabien Despinoy; Yonghao Long 001; Qi Dou 001; Chin-Boon Chng; Wenjun Lin; Satoshi Kondo; Laura Bravo Sánchez; Pablo Arbeláez; Wolfgang Reiter; et al. (Comput. Methods Programs Biomed., 2021)

Surgical Visual Domain Adaptation: Results from the MICCAI 2020 SurgVisDom Challenge. - Aneeq Zia; Kiran Bhattacharyya; Xi Liu; Ziheng Wang 003; Satoshi Kondo; Emanuele Colleoni; Beatrice van Amsterdam; Razeen Hussain; Raabid Hussain; Lena Maier-Hein; Danail Stoyanov; Stefanie Speidel; et al. (CoRR, 2021)

MIcro-Surgical Anastomose Workflow recognition challenge report. - Arnaud Huaulmé; Duygu Sarikaya; Kévin Le Mut; Fabien Despinoy; Yonghao Long 001; Qi Dou 001; Chin-Boon Chng; Wenjun Lin; Satoshi Kondo; Laura Bravo Sánchez; Pablo Arbeláez; Wolfgang Reiter; et al. (CoRR, 2021)

Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark. - Martin Wagner 001; Beat Peter Müller-Stich; Anna Kisilenko; Duc Tran; Patrick Heger; Lars Mündermann; David M. Lubotsky; Benjamin Müller; Tornike Davitashvili; Manuela Capek; Annika Reinke; Tong Yu 009; et al. (CoRR, 2021)

Tackling Mitosis Domain Generalization in Histopathology Images with Color Normalization. - Satoshi Kondo; Satoshi Kasai; Kousuke Hirasawa (MIDOG/DRAC@MICCAI, 2022)

1200x84-pixels 30fps 64cc Solid-State LiDAR RX with an HV/LV transistors Hybrid Active-Quenching-SPAD Array and Background Digital PT Compensation. - Toshiki Sugimoto; Tuan Thanh Ta; Koichi Kokubun; Satoshi Kondo; Tetsuro Itakura; Hisaaki Katagiri; Yutaka Ota; Mitsuhiro Sengoku; Honam Kwon; Keita Sasaki; Hiroshi Kubota; Kazuhiro Suzuki; et al. (VLSI Technology and Circuits, 2022)

CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwnannoma and Cochlea Segmentation. - Reuben Dorent; Aaron Kujawa; Marina Ivory; Spyridon Bakas; Nicola Rieke; Samuel Joutard; Ben Glocker; Jorge Cardoso 002; Marc Modat; Kayhan Batmanghelich; Arseniy Belkov; Maria G. Baldeon Calisto; et al. (CoRR, 2022)

PEg TRAnsfer Workflow recognition challenge report: Does multi-modal data improve recognition? - Arnaud Huaulmé; Kanako Harada; Quang-Minh Nguyen; Bogyu Park; Seungbum Hong; Min-Kook Choi; Michael Peven; Yunshuang Li; Yonghao Long 001; Qi Dou 001; Satyadwyoom Kumar; Seenivasan Lalithkumar; et al. (CoRR, 2022)

Nuclei panoptic segmentation and composition regression with multi-task deep neural networks. - Satoshi Kondo; Satoshi Kasai (CoRR, 2022)

Computer Aided Diagnosis and Out-of-Distribution Detection in Glaucoma Screening Using Color Fundus Photography. - Satoshi Kondo; Satoshi Kasai; Kosuke Hirasawa (CoRR, 2022)

Mitosis domain generalization in histopathology images - The MIDOG challenge. - Marc Aubreville; Nikolas Stathonikos; Christof A. Bertram; Robert Klopfleisch; Natalie D. ter Hoeve; Francesco Ciompi; Frauke Wilm; Christian Marzahl; Taryn A. Donovan; Andreas K. Maier; Jack Breen; Nishant Ravikumar; et al. (CoRR, 2022)

Multi-Modality Abdominal Multi-Organ Segmentation with Deep Supervised 3D Segmentation Model. - Satoshi Kondo; Satoshi Kasai (CoRR, 2022)

A Two Step Approach for Whole Slide Image Registration. - Satoshi Kondo; Satoshi Kasai; Kousuke Hirasawa (CoRR, 2022)

Source-Free Unsupervised Domain Adaptation with Norm and Shape Constraints for Medical Image Segmentation. - Satoshi Kondo (CoRR, 2022)

Objective Surgical Skills Assessment and Tool Localization: Results from the MICCAI 2021 SimSurgSkill Challenge. - Aneeq Zia; Kiran Bhattacharyya; Xi Liu; Ziheng Wang 003; Max Berniker; Satoshi Kondo; Emanuele Colleoni; Dimitris Psychogyios; Yueming Jin; Jinfan Zhou; Evangelos B. Mazomenos; Lena Maier-Hein; et al. (CoRR, 2022)

Design of Efficient AI Accelerator Building Blocks in Quantum-Dot Cellular Automata (QCA). - Ahmed Mamdouh; Mbonea Mjema; Gürtaç Yemisçioglu; Satoshi Kondo; Ali Muhtaroglu (IEEE J. Emerg. Sel. Topics Circuits Syst., 2022)

A Novel Multiplier Hardware Organization for Finite Fields Defined by All-One Polynomials. - Shima Mohaghegh; Satoshi Kondo; Gürtaç Yemisçioglu; Ali Muhtaroglu (IEEE Trans. Circuits Syst. II Express Briefs, 2022)

Black-Box Unsupervised Domain Adaptation for Medical Image Segmentation. - Satoshi Kondo (DART@MICCAI, 2023)

AIROGS: Artificial Intelligence for RObust Glaucoma Screening Challenge. - Coen de Vente; Koenraad A. Vermeer; Nicolas Jaccard; He Wang; Hongyi Sun; Firas Khader; Daniel Truhn; Temirgali Aimyshev; Yerkebulan Zhanibekuly; Tien-Dung Le; Adrian Galdran; Miguel Ángel González Ballester; et al. (CoRR, 2023)

CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting. - Simon Graham; Quoc Dang Vu; Mostafa Jahanifar; Martin Weigert 001; Uwe Schmidt; Wenhua Zhang; Jun Zhang 018; Sen Yang 006; Jinxi Xiang; Xiyue Wang; Josef Lorenz Rumberger; Elias Baumann; et al. (CoRR, 2023)

Surgical tool classification and localization: results and methods from the MICCAI 2022 SurgToolLoc challenge. - Aneeq Zia; Kiran Bhattacharyya; Xi Liu; Max Berniker; Ziheng Wang 003; Rogerio Nespolo; Satoshi Kondo; Satoshi Kasai; Kousuke Hirasawa; Bo Liu; David Austin; Yiheng Wang; et al. (CoRR, 2023)

Mitosis domain generalization in histopathology images - The MIDOG challenge. - Marc Aubreville; Nikolas Stathonikos; Christof A. Bertram; Robert Klopfleisch; Natalie D. ter Hoeve; Francesco Ciompi; Frauke Wilm; Christian Marzahl; Taryn A. Donovan; Andreas K. Maier; Jack Breen; Nishant Ravikumar; et al. (Medical Image Anal., 2023)

CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation. - Reuben Dorent; Aaron Kujawa; Marina Ivory; Spyridon Bakas; Nicola Rieke; Samuel Joutard; Ben Glocker; M. Jorge Cardoso; Marc Modat; Kayhan Batmanghelich; Arseniy Belkov; Maria G. Baldeon Calisto; et al. (Medical Image Anal., 2023)

CholecTriplet2021: A benchmark challenge for surgical action triplet recognition. - Chinedu Innocent Nwoye; Deepak Alapatt; Tong Yu 009; Armine Vardazaryan; Fangfang Xia; Zixuan Zhao; Tong Xia; Fucang Jia; Yuxuan Yang; Hao Wang 081; Derong Yu; Guoyan Zheng; et al. (Medical Image Anal., 2023)

Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark. - Martin Wagner 001; Beat P. Müller-Stich; Anna Kisilenko; Duc Tran; Patrick Heger; Lars Mündermann; David M. Lubotsky; Benjamin Müller; Tornike Davitashvili; Manuela Capek; Annika Reinke; Carissa Reid; et al. (Medical Image Anal., 2023)

PEg TRAnsfer Workflow recognition challenge report: Do multimodal data improve recognition? - Arnaud Huaulmé; Kanako Harada; Quang-Minh Nguyen; Bogyu Park; Seungbum Hong; Min-Kook Choi; Michael Peven; Yunshuang Li; Yonghao Long 001; Qi Dou 001; Satyadwyoom Kumar; Seenivasan Lalithkumar; et al. (Comput. Methods Programs Biomed., 2023)

CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection. - Chinedu Innocent Nwoye; Tong Yu 009; Saurav Sharma; Aditya Murali; Deepak Alapatt; Armine Vardazaryan; Kun Yuan 004; Jonas Hajek; Wolfgang Reiter; Amine Yamlahi; Finn-Henri Smidt; Xiaoyang Zou; et al. (Medical Image Anal., 2023)

Ceusia-Breast: computer-aided diagnosis with contrast enhanced ultrasound image analysis for breast lesions. - Satoshi Kondo; Megumi Satoh; Mutsumi Nishida; Ryousuke Sakano; Kazuya Takagi (BMC Medical Imaging, 2023)

Context-Aware Action Recognition: Introducing a Comprehensive Dataset for Behavior Contrast. - Tatsuya Sasaki; Yoshiki Ito; Satoshi Kondo (ECCV (78), 2024)

Lung Disease Classification with Limited Training Data Based on Weight Selection Technique. - Ayaka Tsutsumi; Guang Li 008; Ren Togo; Takahiro Ogawa 001; Satoshi Kondo; Miki Haseyama (GCCE, 2024)

A Shape-Based Similarity Calculation Method for Cost Estimation of Large Forged Steel Products. - Shunga Matsuo; Satoshi Kondo; Yusuke Imamura; Kenji Takase; Shinya Watanabe (SCIS/ISIS, 2024)

Filtrate Estimation from Filter Press Process in a Water Treatment Facility based on Image Analysis. - Poltak Sandro Rumahorbo; Stefan Baar; Satoshi Kondo; Nobuhiro Yazawa; Hiroki Ito; Jun Sugimoto; Yoshifumi Okada; Kazuhiko Sato; Shinya Watanabe (SCIS/ISIS, 2024)

A logistic model for precise tomato fruit-growth prediction based on diameter-time evolution. - Stefan Baar; Yosuke Kobayashi; Tatsuro Horie; Kazuhiko Sato; Satoshi Kondo; Shinya Watanabe (Comput. Electron. Agric., 2024)

SAR-RARP50: Segmentation of surgical instrumentation and Action Recognition on Robot-Assisted Radical Prostatectomy Challenge. - Dimitrios Psychogyios; Emanuele Colleoni; Beatrice van Amsterdam; Chih-Yang Li; Shu-Yu Huang; Yuchong Li; Fucang Jia; Baosheng Zou; Guotai Wang; Yang Liu 271; Maxence Boels; Jiayu Huo; et al. (CoRR, 2024)

ZEAL: Surgical Skill Assessment with Zero-shot Tool Inference Using Unified Foundation Model. - Satoshi Kondo (CoRR, 2024)

LNQ 2023 challenge: Benchmark of weakly-supervised techniques for mediastinal lymph node quantification. - Reuben Dorent; Roya Khajavi; Tagwa Idris; Erik Ziegler; Bhanusupriya Somarouthu; Heather Jacene; Ann S. LaCasce; Jonathan Deissler; Jan Ehrhardt; Sofija Engelson; Stefan M. Fischer; Yun Gu; et al. (CoRR, 2024)

PitVis-2023 Challenge: Workflow Recognition in videos of Endoscopic Pituitary Surgery. - Adrito Das; Danyal Z. Khan; Dimitrios Psychogyios; Yitong Zhang; John G. Hanrahan; Francisco Vasconcelos 001; You Pang; Zhen Chen 018; Jinlin Wu; Xiaoyang Zou; Guoyan Zheng; Abdul Qayyum; et al. (CoRR, 2024)

Domain generalization across tumor types, laboratories, and species - Insights from the 2022 edition of the Mitosis Domain Generalization Challenge. - Marc Aubreville; Nikolas Stathonikos; Taryn A. Donovan; Robert Klopfleisch; Jonas Ammeling; Jonathan Ganz; Frauke Wilm; Mitko Veta; Samir Jabari; Markus Eckstein; Jonas Annuscheit; Christian Krumnow; et al. (Medical Image Anal., 2024)

Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report. - Evi M. C. Huijben; Maarten L. Terpstra; Arthur Jr Galapon; Suraj Pai; Adrian Thummerer; Peter Koopmans; Manya Afonso; Maureen A. J. M. van Eijnatten; Oliver J. Gurney-Champion; Zeli Chen; Yiwen Zhang; Kaiyi Zheng; et al. (Medical Image Anal., 2024)

The ACROBAT 2022 challenge: Automatic registration of breast cancer tissue. - Philippe Weitz; Masi Valkonen; Leslie Solorzano; Circe Carr; Kimmo Kartasalo; Constance Boissin; Sonja Koivukoski; Aino Kuusela; Dusan Rasic; Yanbo Feng; Sandra Kristiane Sinius Pouplier; Abhinav Sharma; et al. (Medical Image Anal., 2024)

AIROGS: Artificial Intelligence for Robust Glaucoma Screening Challenge. - Coen de Vente; Koenraad A. Vermeer; Nicolas Jaccard; He Wang; Hongyi Sun; Firas Khader; Daniel Truhn; Temirgali Aimyshev; Yerkebulan Zhanibekuly; Tien-Dung Le; Adrian Galdran; Miguel Ángel González Ballester; et al. (IEEE Trans. Medical Imaging, 2024)

Crowd Anomaly Detection From Drone and Ground. - Yoshiki Ito; Tatsuya Sasaki; Satoshi Kondo (IEEE Access, 2025)

Advancing Sika deer detection and distance estimation through comprehensive camera calibration and distortion analysis. - Sandhya Sharma; Stefan Baar; Bishnu Prasad Gautam; Shinya Watanabe; Satoshi Kondo; Kazuhiko Sato (Ecol. Informatics, 2025)

PitVis-2023 challenge: Workflow recognition in videos of endoscopic pituitary surgery. - Adrito Das; Danyal Z. Khan; Dimitrios Psychogyios; Yitong Zhang; John G. Hanrahan; Francisco Vasconcelos 001; You Pang; Zhen Chen 018; Jinlin Wu; Xiaoyang Zou; Guoyan Zheng; Abdul Qayyum; et al. (Medical Image Anal., 2025)

ACOUSLIC-AI challenge report: Fetal abdominal circumference measurement on blind-sweep ultrasound data from low-income countries. - M. Sofia Sappia; Chris L. de Korte; Bram van Ginneken; Dean Ninalga; Satoshi Kondo; Satoshi Kasai; Kousuke Hirasawa; Tanya Akumu; Carlos Martín-Isla; Karim Lekadir; Víctor M. Campello; Jorge Fabila; et al. (Medical Image Anal., 2025)

Automated segmenta-on of pediatric neuroblastoma on multi-modal MRI: Results of the SPPIN challenge at MICCAI 2023. - Myrthe A. D. Buser; D. C. Simons; M. Fitski; Marc H. W. A. Wijnen; A. S. Littooij; A. H. ter Brugge; Iris N. Vos; Markus H. A. Janse; M. den Boer; R. ter Maat; Junya Sato; S. Kido; et al. (CoRR, 2025)

ReSW-VL: Representation Learning for Surgical Workflow Analysis Using Vision-Language Model. - Satoshi Kondo (CoRR, 2025)

crossMoDA Challenge: Evolution of Cross-Modality Domain Adaptation Techniques for Vestibular Schwannoma and Cochlea Segmentation from 2021 to 2023. - Navodini Wijethilake; Reuben Dorent; Marina Ivory; Aaron Kujawa; Stefan Cornelissen; Patrick Langenhuizen; Mohamed Okasha; Anna Oviedova; Hexin Dong; Bogyeong Kang; Guillaume Sallé; Luyi Han; et al. (CoRR, 2025)

Comparative validation of surgical phase recognition, instrument keypoint estimation, and instrument instance segmentation in endoscopy: Results of the PhaKIR 2024 challenge. - Tobias Rueckert; David Rauber; Raphaela Maerkl; Leonard Klausmann; Suemeyye R. Yildiran; Max Gutbrod; Danilo Weber Nunes; Alvaro Fernandez Moreno; Imanol Luengo; Danail Stoyanov; Nicolas Toussaint; Enki Cho; et al. (CoRR, 2025)