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Journal Articles
- 2023
[j10]Akira Imakura
, Tetsuya Sakurai, Yukihiko Okada, Tomoya Fujii, Teppei Sakamoto, Hiroyuki Abe:
Non-readily identifiable data collaboration analysis for multiple datasets including personal information. Inf. Fusion 98: 101826 (2023)- 2022
- [j9]Alan Penn, Milica Medved, Hiroyuki Abe, Vandana Dialani, Gregory S. Karczmar, David Brousseau:
Safely reducing unnecessary benign breast biopsies by applying non-mass and DWI directional variance filters to ADC thresholding. BMC Medical Imaging 22(1): 171 (2022) - 2020
- [j8]Alan I. Penn, Milica Medved, Vandana Dialani, Etta D. Pisano, Elodia B. Cole, David Brousseau, Gregory S. Karczmar, Guimin Gao, Barry D. Reich, Hiroyuki Abe:
Discrimination of benign from malignant breast lesions in dense breasts with model-based analysis of regions-of-interest using directional diffusion-weighted images. BMC Medical Imaging 20(1): 61 (2020) - 2014
- [j7]Fumiki Tanaka, Hiroyuki Abe, Shinji Igari, Masahiko Onosato:
Integrated Information Model for Design, Machining, and Measuring Using Annotated Features. Int. J. Autom. Technol. 8(3): 388-395 (2014) - 2013
- [j6]Karen Drukker, Maryellen L. Giger, Lina Arbash Meinel, Adam Starkey, Jyothi Janardanan, Hiroyuki Abe:
Quantitative ultrasound image analysis of axillary lymph node status in breast cancer patients. Int. J. Comput. Assist. Radiol. Surg. 8(6): 895-903 (2013) - [j5]Merlijn Sevenster, Yuechen Qian, Hiroyuki Abe, Johannes Buurman:
Cross-Sectional Relatedness Between Sentences in Breast Radiology Reports: Development of an SVM Classifier and Evaluation Against Annotations of Five Breast Radiologists. J. Digit. Imaging 26(5): 977-988 (2013) - 2011
- [j4]Ryohei Nakayama, Hiroyuki Abe, Junji Shiraishi, Kunio Doi:
Evaluation of Objective Similarity Measures for Selecting Similar Images of Mammographic Lesions. J. Digit. Imaging 24(1): 75-85 (2011) - 2010
- [j3]Lina Arbash Meinel, Hiroyuki Abe, Martin Bergtholdt, Jacob Ecanow, Robert A. Schmidt, Gillian Newstead:
Multi-modality morphological correlation of axillary lymph nodes. Int. J. Comput. Assist. Radiol. Surg. 5(4): 343-350 (2010) - [j2]Junji Shiraishi, Hiroyuki Abe, Katsuhiro Ichikawa, Robert A. Schmidt, Kunio Doi:
Observer Study for Evaluating Potential Utility of a Super-High-Resolution LCD in the Detection of Clustered Microcalcifications on Digital Mammograms. J. Digit. Imaging 23(2): 161-169 (2010) - 2006
- [j1]Kenji Suzuki, Hiroyuki Abe, Heber MacMahon, Kunio Doi:
Image-processing technique for suppressing ribs in chest radiographs by means of massive training artificial neural network (MTANN). IEEE Trans. Medical Imaging 25(4): 406-416 (2006)
Conference and Workshop Papers
- 2024
- [c23]Reina Nakanishi, Hiroki Ogura, Shinya Yamamoto, Hiroyuki Abe, Ryu Kikuchi:
Design and development of a shape measurement system for 3D construction printing with a manipulator. CASE 2024: 2684-2688 - [c22]Yuki Shigeyasu, Shota Harada, Akihiko Yoshizawa, Kazuhiro Terada, Naoki Nakazima, Mariyo Kurata, Hiroyuki Abe, Tetsuo Ushiku, Ryoma Bise:
Domain Generalization for Pathological Images Using the Storage Period Information. ISBI 2024: 1-5 - 2023
- [c21]Shota Harada, Ryoma Bise, Kengo Araki, Akihiko Yoshizawa, Kazuhiro Terada, Mariyo Kurata, Naoki Nakajima, Hiroyuki Abe, Tetsuo Ushiku, Seiichi Uchida:
Cluster-Guided Semi-Supervised Domain Adaptation for Imbalanced Medical Image Classification. ISBI 2023: 1-5 - [c20]Xiaoqing Liu, Kengo Araki, Shota Harada, Akihiko Yoshizawa, Kazuhiro Terada, Mariyo Kurata, Naoki Nakajima, Hiroyuki Abe, Tetsuo Ushiku, Ryoma Bise:
Cluster Entropy: Active Domain Adaptation in Pathological Image Segmentation. ISBI 2023: 1-5 - [c19]Shusuke Takahama, Yusuke Kurose, Yusuke Mukuta, Hiroyuki Abe, Akihiko Yoshizawa, Tetsuo Ushiku, Masashi Fukayama, Masanobu Kitagawa, Masaru Kitsuregawa, Tatsuya Harada:
Domain Adaptive Multiple Instance Learning for Instance-Level Prediction of Pathological Images. ISBI 2023: 1-5 - 2022
- [c18]Heather M. Whitney, Karen Drukker, Hiroyuki Abe, Maryellen L. Giger:
Case-based repeatability and operating point variability of AI: breast lesion classification based on deep transfer learning. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment 2022 - 2021
- [c17]Taichi Yamada, Hiroyuki Abe, Kuniaki Kawabata:
Development of Testing Method Considering Tasks with Remotely Controlled Robots in Fukushima Daiichi Nuclear Power Station. ISR 2021: 131-134 - [c16]Paul Amstutz, Karen Drukker, Hui Li, Hiroyuki Abe, Maryellen L. Giger, Heather M. Whitney:
Case-based diagnostic classification repeatability using radiomic features extracted from full-field digital mammography images of breast lesions. Medical Imaging: Computer-Aided Diagnosis 2021 - [c15]Michelle de Oliveira, Karen Drukker, Michael Vieceli, Hiroyuki Abe, Maryellen L. Giger, Heather M. Whitney:
Comparison of diagnostic performances, case-based repeatability, and operating sensitivity and specificity in classification of breast lesions using DCE-MRI. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment 2021 - 2020
- [c14]Michael Vieceli, Amy Van Dusen, Karen Drukker, Hiroyuki Abe, Maryellen L. Giger, Heather M. Whitney:
Case-based repeatability of machine learning classification performance on breast MRI. Medical Imaging: Computer-Aided Diagnosis 2020 - [c13]Amy Van Dusen, Michael Vieceli, Karen Drukker, Hiroyuki Abe, Maryellen L. Giger, Heather M. Whitney:
Repeatability profiles towards consistent sensitivity and specificity levels for machine learning on breast DCE-MRI. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment 2020: 113160I - 2019
- [c12]Shusuke Takahama, Yusuke Kurose, Yusuke Mukuta, Hiroyuki Abe, Masashi Fukayama, Akihiko Yoshizawa, Masanobu Kitagawa, Tatsuya Harada:
Multi-Stage Pathological Image Classification Using Semantic Segmentation. ICCV 2019: 10701-10710 - 2018
- [c11]Hiroyuki Abe, Masafumi Matsuhara, Goutam Chakraborty, Hiroshi Mabuchi:
Topic-Aware Automatic Snippet Generation for Resolving Multiple Meaning on Web Search Result. iCAST 2018: 133-138 - [c10]Karen Drukker, Rachel Anderson, Alexandra Edwards, John Papaioannou, Fred Pineda, Hiroyuki Abe, Gregory Karzcmar, Maryellen L. Giger:
Radiomics for ultrafast dynamic contrast-enhanced breast MRI in the diagnosis of breast cancer: a pilot study. Medical Imaging: Computer-Aided Diagnosis 2018: 105753U - 2014
- [c9]Maryellen L. Giger, Hui Li, Li Lan, Hiroyuki Abe, Gillian Newstead:
Quantitative MRI Phenotyping of Breast Cancer across Molecular Classification Subtypes. Digital Mammography / IWDM 2014: 195-200 - 2013
- [c8]Björn Eiben, Lianghao Han, John H. Hipwell, Thomy Mertzanidou, Sven Kabus, Thomas Bülow, Cristian Lorenz, Gillian Newstead, Hiroyuki Abe, Mohammed Keshtgar, Sébastien Ourselin, David J. Hawkes:
Biomechanically guided prone-to-supine image registration of breast MRI using an estimated reference state. ISBI 2013: 214-217 - 2009
- [c7]Lina Arbash Meinel, Martin Bergtholdt, Hiroyuki Abe, D. Huo, Thomas Bülow, Ingwer Carlsen, Gillian Newstead:
Multi-modality computer-aided diagnosis system for axillary lymph node (ALN) staging: segmentation of ALN on ultrasound images. Medical Imaging: Computer-Aided Diagnosis 2009: 72602D - 2005
- [c6]Tomoyosi Akiba, Hiroyuki Abe:
Exploiting passage retrieval for n-best rescoring of spoken questions. INTERSPEECH 2005: 65-68 - [c5]Kenji Suzuki, Junji Shiraishi, Feng Li, Hiroyuki Abe, Heber MacMahon, Kunio Doi:
Effect of massive training artificial neural networks for rib suppression on reduction of false positives in computerized detection of nodules on chest radiographs. Medical Imaging: Image Processing 2005 - 2004
- [c4]Feng Li, Qiang Li, Masahito Aoyama, Junji Shiraishi, Hiroyuki Abe, Kenji Suzuki, Roger Engelmann, Shusuke Sone, Heber MacMahon, Kunio Doi:
Usefulness of computerized scheme for differentiating benign from malignant lung nodules on high-resolution CT. CARS 2004: 946-951 - [c3]Hidetaka Arimura, Qiang Li, Yukunori Korogi, Toshinori Hirai, Hiroyuki Abe, Yasuyuki Yamashita, Shigehiko Katsuragawa, Ryuji Ikeda, Kunio Doi:
Development of CAD scheme for automated detection of intracranial aneurysms in magnetic resonance angiography. CARS 2004: 1015-1020 - [c2]Kenji Suzuki, Hiroyuki Abe, Feng Li, Kunio Doi:
Suppression of the contrast of ribs in chest radiographs by means of massive training artificial neural network. Medical Imaging: Image Processing 2004 - 2003
- [c1]Junji Shiraishi, Hiroyuki Abe, Roger M. Engelmann, Kyongtae Ty Bae, Kunio Doi:
Effect of the number of cases in image database on the performance of computer-aided diagnosis (CAD) for the detection of pulmonary nodules in chest radiographs. Medical Imaging: Image Processing 2003
Informal and Other Publications
- 2023
- [i6]Shota Harada, Ryoma Bise, Kengo Araki, Akihiko Yoshizawa, Kazuhiro Terada, Mariyo Rokutan-Kurata, Naoki Nakajima, Hiroyuki Abe, Tetsuo Ushiku, Seiichi Uchida:
Cluster-Guided Semi-Supervised Domain Adaptation for Imbalanced Medical Image Classification. CoRR abs/2303.01283 (2023) - [i5]Shusuke Takahama, Yusuke Kurose, Yusuke Mukuta, Hiroyuki Abe, Akihiko Yoshizawa, Tetsuo Ushiku, Masashi Fukayama, Masanobu Kitagawa, Masaru Kitsuregawa, Tatsuya Harada:
Domain Adaptive Multiple Instance Learning for Instance-level Prediction of Pathological Images. CoRR abs/2304.03537 (2023) - [i4]Xiaoqing Liu, Kengo Araki, Shota Harada, Akihiko Yoshizawa, Kazuhiro Terada, Mariyo Kurata, Naoki Nakajima, Hiroyuki Abe, Tetsuo Ushiku, Ryoma Bise:
Cluster Entropy: Active Domain Adaptation in Pathological Image Segmentation. CoRR abs/2304.13513 (2023) - 2022
- [i3]Akira Imakura, Tetsuya Sakurai, Yukihiko Okada, Tomoya Fujii, Teppei Sakamoto, Hiroyuki Abe:
Non-readily identifiable data collaboration analysis for multiple datasets including personal information. CoRR abs/2208.14611 (2022) - [i2]Anna Bogdanova, Akira Imakura, Tetsuya Sakurai, Tomoya Fujii, Teppei Sakamoto, Hiroyuki Abe:
Achieving Transparency in Distributed Machine Learning with Explainable Data Collaboration. CoRR abs/2212.03373 (2022) - 2019
- [i1]Shusuke Takahama, Yusuke Kurose, Yusuke Mukuta, Hiroyuki Abe, Masashi Fukayama, Akihiko Yoshizawa, Masanobu Kitagawa, Tatsuya Harada:
Multi-Stage Pathological Image Classification using Semantic Segmentation. CoRR abs/1910.04473 (2019)
Coauthor Index
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