"高木弦,武山彩織,阿部時也,橋口明典,坂元亨宇,山口雅浩","肝細胞癌の病理画像における深層学習モデルの判別根拠の提示手法","第22回日本デジタルパソロジー・AI研究会 定時総会",,,,,"  P-3",2024,Aug.
"高木弦,武山彩織,阿部時也,橋口明典,坂元亨宇,山口雅浩","深層学習を用いた病理画像解析において判別に寄与する画像特徴提示の一手法","第22回情報科学技術フォーラム（FIT2023）","第22回情報科学技術フォーラム 講演論文集",,"  22nd","  第2分冊","pp. 581-582",2023,Sept.
"高木弦,武山彩織,阿部時也,橋口明典,坂元亨宇,山口雅浩","深層学習を用いた病理画像からの肝細胞癌判別における説明可能性","情報フォトニクス研究討論会2023",,,,,,2023,July
"高木 弦,武山 彩織,山口 雅浩,阿部 時也,橋口 明典,坂元 亨宇","深層学習を用いた画像解析におけるクラスタリングに基づく説明可能性の検討 −肝細胞癌の?術材料及び?検による病理組織標本の解析への適用−","第20回 日本デジタルパソロジー・ AI研究会総会",,,,,"  一般口演 1 演題5",2022,Aug.
"高木 弦,山口 雅浩,阿部 時也,橋口 明典,坂元 亨宇","手術標本及び生検標本のH&E染色組織画像を用いた畳み込みニューラルネットによる肝細胞癌の識別","第40回日本医用画像工学会大会（JAMIT 2021）","第40回日本医用画像工学会大会 予稿集",,,,"pp. 133-137",2021,Oct.
"今井大樹,中村友哉,鈴木賢治,山口雅浩,阿部時也,橋口明典,坂元亨宇","H&E染色組織標本に対するブロックベース深層学習による肝細胞癌識別手法の検討","第18回デジタルパソロジー研究会","第18回デジタルパソロジー研究会総会 抄録集",,,,"p. 37",2019,Aug.
"Maulana Abdul Aziz,Tomoya Nakamura,Masahiro Yamaguchi,Tomoharu Kiyuna,Yoshiko Yamashita,Tokiya Abe,Akinori Hashiguchi,Michiie Sakamoto","Effectiveness of color correction on the quantitative analysis of histopathological images acquired by different whole-slide scanners",,"Artificial Life and Robotics","Springer Japan","Vol. 24","No. 1","pp. 28-37",2018,July
"Maulana Abdul Aziz,Tomoya Nakamura,Masahiro Yamaguchi,Tomoharu Kiyuna,Yoshiko Yamashita,Tokiya Abe,Akinori Hashiguchi,Michiie Sakamoto","Effectiveness of Color Correction on Quantitative Analysis of Histopathological Images Acquired by Different Whole Slide Scanners","The 5th Symposium of the 'Color' of Digital Imaging in Biomedicine","第５回デジタル生体医用画像の「色」シンポジウム：生体イメージングの革新とその実地・臨床応用 予稿集",,,,,2018,Feb.
"Masahiro  Ishikawa,Yuri Murakami,Sercan Taha AHI,Masahiro Yamaguchi,naoki kobayashi,Tomoharu Kiyuna,Yoshiko Yamashita,akira saito,Tokiya Abe,Akinori Hashiguchi,Michiie Sakamoto","Automatic quantification of morphological features for hepatic trabeculae analysis in stained liver specimens.",,"Journal of Medical Imaging",,"Vol. 3","No. 2","  027502",2016,June
"Hideki Komagata,Masahiro Ishikawa,Naoki Kobayashi,Kazuma Shinoda,Masahiro Yamaguchi,Tokiya Abe,Akinori Hashiguchi,Michiie Sakamoto","Feature analyses of trabecular pattern of hepatocellular carcinoma using graph structure",,"IIEEJ Transactions on Image Electronics and Visual Computing",,"Vol. 3","No. 2","pp. 80-91",2015,Dec.
"Maulana Abdul Aziz,Hiroshi Kanazawa,Yuri Murakami,Fumikazu Kimura,Masahiro Yamaguchi,Tomoharu Kiyuna,Yoshiko Yamashita,Akira Saito,Masahiro Ishikawa,Naoki Kobayashi,Tokiya Abe,Akinori Hashiguchi,Michiie Sakamoto","Enhancing automatic classification of hepatocellular carcinoma images through image masking, tissue changes and trabecular features",,"Journal of Pathology Informatics",,"Vol. 6","No. 1","  26",2015,June
"Kazuma Shinoda,Naoki Kobayashi,Ayako Katoh,Hideki Komagata,Masahiro Ishikawa,Yuri Murakami,Masahiro Yamaguchi,Tokiya Abe,Akinori Hashiguchi,Michiie Sakamoto","An Efficient Wavelet-Based ROI Coding for Multiple Regions",,"IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences",,"Vol. E98-A","No. 4","pp. 1006-1020",2015,Apr.
"山下慶子,喜友名 朝春,村上百合,山口雅浩,石川雅浩,駒形英樹,阿部時也,橋口明典,尾島英知,坂元亨宇","デジタルスライド画像を用いた肝細胞癌の形態学的特徴計測のためのプロトタイプ","第104回日本病理学会総会","日本病理学会会誌",,"Vol. 104","Issue 1","  348",2015,Apr.
"石川雅浩,工藤良太,金沢宏,山口雅浩,駒形英樹,小林直樹,山下慶子,喜友名朝春,阿部時也,橋口明典,坂元亨宇","Superpixelを用いたHE染色肝病理標本からの線維化領域抽出のための一手法","メディカルイメージング連合フォーラム2015 （JAMITフロンティア2015）","電子情報通信学会技術研究報告",,"Vol. 114","No. 482","pp. 105-108",2015,Mar.
"Masahiro Ishikawa,Naoki Kobayashi,Hideki Komagata,Kazuma Shinoda,Masahiro Yamaguchi,Tokiya Abe,Akinori Hashiguchi,Michiie Sakamoto","An accurate method of extracting fat droplets in liver images for quantitative evaluation","SPIE Medical Imaging 2015: Digital Pathology","Medical Imaging 2015: Digital Pathology, Proc. SPIE","SPIE: International Society for Optics and Photonics","Vol. 9420",,"  94200Y",2015,Mar.
"Maulana Abdul Aziz,Hiroshi Kanazawa,Yuri Murakami,Fumikazu Kimura,Masahiro Yamaguchi,Tomoharu Kiyuna,Yoshiko Yamashita,Akira Saito,Masahiro Ishikawa,Naoki Kobayashi,Tokiya Abe,Akinori Hashiguchi,Michiie Sakamoto","Enhancing Automatic Classification of Hepatocellular Carcinoma Images through Image Masking, Tissue Changes, and Trabecular Features","2nd International Congress of the International Academy of Digital Pathology (IADP)","Analytical Cellular Pathology","Hindawi Publishing Corporation","Vol. 2014",,"  726782",2014,Nov.
"Yuri Murakami,Tokiya Abe,Yoshiko Yamashita,Masahiro Yamaguchi,Masahiro Ishikawa,Akinori Hashiguchi,Tomoharu Kiyuna,Akira Saito,Michiie Sakamoto","Color processing in pathology image analysis system for liver biopsy","Color and Imaging Conference","Proc. Color and Imaging Conference 2014","Society for Imaging Science and Technology",,,"pp. 184-188",2014,Nov.
"Tokiya Abe,Yuri Murakami,Masahiro Yamaguchi,Yoshiko Yamashita,Tomoharu Kiyuna,Ken Yamazaki,Akinori Hashiguchi,Yutaka Yasui,Masayuki Kurosaki,Namiki Izumi,Michiie Sakamoto","Whole Slide Image Analysis System for Quantification of Liver Fibrosis","2nd International Congress of the International Academy of Digital Pathology (IADP)","Analytical Cellular Pathology","Hindawi Publishing Corporation","Vol. 2014",,"  505968",2014,Nov.
"Chamidu Atupelage,Hiroshi Nagahashi,Fumikazu Kimura,Masahiro Yamaguchi,Tokiya Abe,Akinori Hashiguchi,Michiie Sakamoto","Computational hepatocellular carcinoma tumor grading based on cell nuclei classification",,"Journal of Medical Imaging","SPIE: International Society for Optics and Photonics","Vol. 1","No. 3","pp. 034501",2014,Oct.
"Hideki Komagata,Naoki Kobayashi,Masahiro Ishikawa,Masahiro Yamaguchi,Tomoharu Kiyuna,Akira Saito,Tokiya Abe,Akinori Hashiguchi,Michiie Sakamoto","Automatic Detection of Unusual Aligned Nuclei on HCC Histopathological Images","The 4th IIEEJ International Workshop on Image Electronics and Visual Computing 2014","Proceedings of IEVC2014",,,,,2014,Oct.
"阿部時也,橋口明典,山?剣,尾島英知,Maulana Abdul Aziz,金沢宏,C. Atupelage,村上百合,木村文一,石川雅浩,駒形英樹,小林直樹,山下慶子,丸亀敦,斉藤彰,喜友名朝春,山口雅浩,坂元亨宇","バーチャルスライドを用いた肝細胞がん診断支援ソフトウエア実用化への試み","第13回日本テレパソロジー・バーチャルマイクロスコピー研究会","第13回日本テレパソロジー・バーチャルマイクロスコピー研究会抄録集",,,,"p. 22, GO-05",2014,Aug.
"Naoki Kobayashi,Kazuma Shinoda,Ayako Katoh,Hideki Komagata,Masahiro Yamaguchi,Tokiya Abe,Akinori Hashiguchi,Michiie Sakamoto","Effective Color Transform Method for Image Compression of H&E Stained Whole Slide Image Using Subset Pixels",,"IIEEJ Transactions on Image Electronics and Visual Computing",,"Vol. 2","No. 1","pp. 37-47",2014,June
"村上百合,阿部時也,山口雅浩,橋口明典,坂元亨宇","肝臓病理画像における細胞の淡明度定量化","2014年電子情報通信学会総合大会","2014年電子情報通信学会総合大会講演論文集",,,,"  D-16-3",2014,Mar.
"Chamidu Atupelage,Hiroshi Nagahashi,Masahiro Yamaguchi,Fumikazu Kimura,Tokiya Abe,Akinori Hashiguchi,Michiie Sakamoto","Cell Nuclei Classification in HE-stained Biopsy Images","2014 Int. Conf. Biology and Biomedical Engineering (BBE'14)","Proc. 2014 Int. Conf. Biology and Biomedical Engineering (BBE'14)",,,,"pp. 55-60",2014,Mar.
"Tokiya Abe,Yuri Murakami,Akinori Hashiguchi,Ken Yamazaki,Masahiro Yamaguchi,Michiie Sakamoto","Quantification of liver fibrosis using whole slide image","ICC Medical Imaging Working Group Meeting",,,,,,2014,Mar.
"石川雅浩,小林直樹,駒形英樹,山口雅浩,阿部時也,橋口 明典,坂元 亨宇","機械学習を用いた肝生検病理画像からの脂肪滴抽出のための一手法","メディカルイメージング連合フォーラム","信学技報",,"Vol. 113","No. 410","pp. 103-108",2014,Jan.
"駒形英樹,小林直樹,石川雅浩,篠田一馬,山口雅浩,阿部時也,橋口明典,坂元亨宇","肝病理組織画像における核のグラフ構造特徴量高速計算アルゴリズム","メディカルイメージング連合フォーラム2014","信学技報",,"Vol. 113","No. 410","pp. 239-244",2014,Jan.
"Yuri Murakami,Tokiya Abe,Akinori Hashiguchi,Masahiro Yamaguchi,Michiie Sakamoto","Color correction for automatic fibrosis quantification in liver biopsy specimens",,"Journal of Pathology Informatics",,"Vol. 4","Issue 1","  36",2013,Dec.
"Chamidu Atupelage,Hiroshi Nagahashi,Fumikazu Kimura,Masahiro Yamaguchi,Tokiya Abe,Akinori Hashiguchi,Michiie Sakamoto","Computational Cell Classification Methodology for Hepatocellular Carcinoma","International Conference on Advances in ICT for Emerging Regions (ICTer)","International Conference on Advances in ICT for Emerging Regions (ICTer)",,,,"pp. 21-27",2013,Dec.
"阿部時也,村上百合,小掠真貴,喜友名朝春,巖田麻紀,山?剣,橋口明典,山口雅浩,坂元亨宇","肝生検 Whole Slide Image を用いた肝線維化自動定量法","第12回日本テレパソロジー・バーチャルマイクロスコピー研究会",,,,,"  G0-06",2013,Sept.
"石川 雅浩,福井智也,藤田悠介,村上百合,山口雅浩,阿部時也,橋口明典,坂本亨宇,齋藤彰","HE染色肝病理組織標本における索状構造の配列の乱れ定量化法の提案","第３２回日本医用画像工学会大会","日本医用画像工学会大会予稿集(CD-ROM)",,,,"  OP7-5",2013,Aug.
"Chamidu Atupelage,HIROSHI NAGAHASHI,Masahiro Yamaguchi,Fumikazu Kimura,Tokiya Abe,Akinori Hashiguchi,Michiie Sakamoto","Multifractal Computation for Nuclear Classification and Hepatocellular Carcinoma Grading","The 10th IASTED International Conference on Biomedical Engineering","Proceeding (791) Biomedical Engineering 2013","The International Association of Science and Technology for Development (IASTED)",,,"  791-127",2013,Feb.
"石川 雅浩,福井 智也,村上百合,山口雅浩,阿部時也,橋口 明典,坂元 亨宇","肝病理組織における索状構造解析のための形態的特徴の自動計測 (医用画像)","メディカルイメージング連合フォーラム","電子情報通信学会技術研究報告 : 信学技報","一般社団法人電子情報通信学会","Vol. 112","No. 411","pp. 255-260",2013,Jan.
"Kazuma Shinoda,Naoki Kobayashi,Ayako Katoh,Hideki Komagata,Yuri Murakami,Masahiro Yamaguchi,Tokiya Abe,Akinori Hashiguchi,Michiie Sakamoto","An effective ROI coding suited for computer-aided diagnosis in telepathology","International Workshop on Advanced Image Technology (IWAIT)",,,,,"pp. 488-493",2013,Jan.
"Chamidu Atupelage,HIROSHI NAGAHASHI,Masahiro Yamaguchi,Tokiya Abe,Akinori Hashiguchi,Michiie Sakamoto","Computational grading of hepatocellular carcinoma using multifractal feature description",,"Computerized Medical Imaging and Graphics",,"Vol. 37","No. 1","pp. 61-71",2013,Jan.
"Chamidu Atupelage,HIROSHI NAGAHASHI,Masahiro Yamaguchi,Tokiya Abe,Akinori Hashiguchi,Michiie Sakamoto","Multifractal Feature Descriptor for Grading Hepatocellular Carcinoma","21st International Conference on Pattern Recognition","Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012)",,,,"pp. 129-132",2012,Nov.
"Chamidu Atupelage,Hiroshi Nagahashi,Masahiro Yamaguchi,Fumikazu Kimura,Tokiya Abe,Akinori Hashiguchi,Michiie Sakamoto","Segmentation and Classification method for Liver Cell Nuclei in HCC histology images","International Workshop on Quantitative Biology 2012","IWQB2012 Abstract Booklet",,,,"p. 41",2012,Nov.
"Atupelage, C.,Nagahashi, H.,Masahiro Yamaguchi,Tokiya Abe,Hashiguchi, A.,Sakamoto, M.","Multifractal feature descriptor for diagnosing liver and prostate cancers in H&E stained histologic images","2012 9th IEEE International Symposium on Biomedical Imaging","Proceedings - International Symposium on Biomedical Imaging",,,,"pp. 298-301",2012,May
"加藤 綾子,星野 唯,小林 直樹,駒形 英樹,木村 文一,山口 雅浩,阿部 時也,橋口 明典,坂元 亨宇","HE染色肝病理組織画像における脂肪滴抽出法の検討","画像電子学会第260回研究会","画像電子学会第260回研究会講演予稿",,"Vol. 11.04",,"pp. 211-214",2012,Mar.
"Pinky A. Bautista,Tokiya Abe,Masahiro Yamaguchi,Nagaaki Ohyama,John Gilbertson,Yukako Yagi","Differentiating Stained Tissue Structure having Subtle Colorimetric Difference by Multispectral Image Enhancement",,"Journal of eHealth Technology and Application",,"Vol. 8","No. 2","pp. 81-87",2010,Sept.
"阿部時也,羽石秀昭,村上百合,山口雅浩,大山永昭,八木由香子","RGBカメラを使用した異なる染色条件下における病理画像の色補正手法",,"電子情報通信学会技術研究報告",,"Vol. 107","No. 461","pp. 297-302",2008,Jan.
"Pinky A. Bautista,Tokiya Abe,Masahiro Yamaguchi,Yukako Yagi,nagaaki ohyama","Digital Staining of Pathological Images with Dye Amount Correction for Robust Classification of Tissue Components","Optics and Photonics Japan 2006","Optics and Photonics Japan 2006 講演予稿集",,,,"pp. 8aD4",2006,Nov.
"阿部時也,村上百合,山口雅浩,大山永昭,八木由香子","マルチスペクトル画像を用いた病理画像の色素量の定量化と色標準化-バンド数と計算精度の検討-",,"MEDICAL IMAGING TECHNOLOGY",,"Vol. 24","No. 1","pp. 38-47",2006,Jan.
"Pinky A. Bautista,Tokiya Abe,Masahiro Yamaguchi,Yukako Yagi,nagaaki ohyama","Digital staining for multispectral images of pathological tissue specimens based on combined classification of spectral transmittance",,"Computerized Medical Imaging and Graphics",,"Vol. 29","No. 8","pp. 649-657",2005,Dec.
"Tokiya Abe,Yuri Murakami,Masahiro Yamaguchi,Nagaaki Ohyama,Yukako Yagi","Color Correction of Pathological Images Based on Dye Amount Quantification",,"Optical Review",,"Vol. 12","No. 4","pp. 293-300",2005,July
"Pinky A. Bautista,Tokiya Abe,Masahiro Yamaguchi,Yukako Yagi,Nagaaki OHYAMA","Digital Staining of Unstained Pathological Tissue Samples through Spectral Transmittance Classification",,"Optical Review",,"Vol. 12","No. 1","pp. 7-14",2005,Jan.
"阿部時也,村上百合,山口雅浩,大山永昭,八木由香子","マルチスペクトル画像を使用した異なる染色条件下における病理画像の色補正手法","第51回応用物理学関係連合講演会","第51回応用物理学関係連合講演会 予稿集",,,,"  29p-K-13",2004,Mar.
"Othman Abdul-Karim,Masahiro Yamaguchi,Tokiya Abe,Yukako Yagi","Comparison of stain quantification for histological specimens using spectrometer and multi-band image data","The 8th national conference on Advancing Practice, Instruction, and Innovation through Informatics (APIII 2003)","Arch Pathol Lab Med",,"Vol. 128",,"pp. 1089",2003,Oct.
"Pinky A. Bautista,Tokiya Abe,Masahiro Yamaguchi,Yukako Yagi,Nagaaki Ohyama","Linear Transformation of Spectral Transmittance in Application to Digital Staining of Unstained Tissue Sample Image","The 8th national conference on Advancing Practice, Instruction, and Innovation Through Informatics (APIII 2003)","Arch Pathol Lab Med",,"Vol. 128","Issue 10","  1090",2003,Oct.
"Hiroyuki Fukuda,nagaaki ohyama,Masahiro Yamaguchi,Satoshi Saito,Keiko Fujii,Tokiya Abe,Satoshi Arai,Yukako Yagi","Development of Support System for Pathology Using a Multispectral Imaging System","Advancing Pathology Informatics, Imaging, and the Internet (APIII 2002)","Advancing Pathology Informatics Imaging & The Internet",,,,,2002,