@article{CTT100904254, author = {Tanwi Biswas and Hiroyuki Suzuki and Masahiro Ishikawa and Naoki Kobayashi and Takashi Obi}, title = {Generative adversarial network based digital stain conversion for generating RGB EVG stained image from hyperspectral H&E stained image}, journal = {Journal of Biomedical Optics}, year = 2023, } @article{CTT100885409, author = {Eleni Aloupogianni and Masahiro Ishikawa and Takaya Ichimura and Mei Hamada and Takuo Murakami and Atsushi Sasaki and Koichiro Nakamura and Naoki Kobayashi and Takashi Obi}, title = {Effects of dimension reduction of hyperspectral images in skin gross pathology}, journal = {Skin Research and Technology}, year = 2023, } @article{CTT100883600, author = {Eleni Aloupogianni and Takaya Ichimura and Mei Hamada and Masahiro Ishikawa and Takuo Murakami and Atsushi Sasaki and Koichiro Nakamura and Naoki Kobayashi and Takashi Obi}, title = {Hyperspectral imaging for tumor segmentation on pigmented skin lesions}, journal = {J. BIOMED. OPT.}, year = 2022, } @article{CTT100875060, author = {Eleni Aloupogianni and Masahiro Ishikawa and Naoki Kobayashi and Takashi Obi}, title = {Hyperspectral and multispectral image processing for gross-level tumor detection in skin lesions: a systematic review}, journal = {Journal of Biomedical Optics}, year = 2022, } @article{CTT100882174, author = {Tanwi BISWAS and Hiroyuki SUZUKI and Masahiro ISHIKAWA and Naoki KOBAYASHI and Takashi OBI}, title = {Registration of Histopathological Heterogeneous Stained Images Utilizing GAN Based Domain Adaptation Technique}, journal = {IIEEJ Transactions on Image Electronics and Visual Computing}, year = 2022, } @article{CTT100813648, author = {Eleni Aloupogianni and Hiroyuki SUZUKI and Takaya ICHIMURA and Atsushi SASAKI and Hiroto YANAGISAWA and Tetsuya TSUCHIDA and Masahiro ISHIKAWA and Naoki KOBAYASHI and Takashi OBI}, title = {Binary Malignancy Classification of Skin Tissue Using Reflectance and Texture Features from Macropathology Multi-Spectral Images}, journal = {IIEEJ Transactions on Image Electronics and Visual Computing}, year = 2019, } @article{CTT100799497, author = {Lina Septiana and Hiroyuki Suzuki and Masahiro Ishikawa and Takashi Obi and Naoki Kobayashi and Nagaaki Ohyama and Takaya Ichimura and Atsushi Sasaki and Erning Wihardjo and Dini Andiani}, title = {Elastic and collagen fibers discriminant analysis using H&E stained hyperspectral images}, journal = {Optical Review}, year = 2019, } @article{CTT100769691, author = {Fumikazu Kimura and Masahiro Ishikawa and Sercan Taha Ahi and Chamidu Atpelage and Yuri Murakami and Jun Watanabe and Hiroshi Nagahashi and Masahiro Yamaguchi}, title = {Detection of Ki67 expression by analyzing texture of hematoxylin-and-eosin-stained images, the effectiveness of signal intensity, and co-occurrence matrix features}, journal = {Analytical and Quantitative Cytopathology and Histopathology}, year = 2018, } @article{CTT100712987, author = {Masahiro Ishikawa and Yuri Murakami and Sercan Taha AHI and Masahiro Yamaguchi and naoki kobayashi and Tomoharu Kiyuna and Yoshiko Yamashita and akira saito and Tokiya Abe and Akinori Hashiguchi and Michiie Sakamoto}, title = {Automatic quantification of morphological features for hepatic trabeculae analysis in stained liver specimens.}, journal = {Journal of Medical Imaging}, year = 2016, } @article{CTT100834467, author = {Hideki Komagata and Masahiro Ishikawa and Naoki Kobayashi and Kazuma Shinoda and Masahiro Yamaguchi and Tokiya Abe and Akinori Hashiguchi and Michiie Sakamoto}, title = {Feature analyses of trabecular pattern of hepatocellular carcinoma using graph structure}, journal = {IIEEJ Transactions on Image Electronics and Visual Computing}, year = 2015, } @article{CTT100695639, author = {Maulana Abdul Aziz and Hiroshi Kanazawa and Yuri Murakami and Fumikazu Kimura and Masahiro Yamaguchi and Tomoharu Kiyuna and Yoshiko Yamashita and Akira Saito and Masahiro Ishikawa and Naoki Kobayashi and Tokiya Abe and Akinori Hashiguchi and Michiie Sakamoto}, title = {Enhancing automatic classification of hepatocellular carcinoma images through image masking, tissue changes and trabecular features}, journal = {Journal of Pathology Informatics}, year = 2015, } @article{CTT100702702, author = {Kazuma Shinoda and Naoki Kobayashi and Ayako Katoh and Hideki Komagata and Masahiro Ishikawa and Yuri Murakami and Masahiro Yamaguchi and Tokiya Abe and Akinori Hashiguchi and Michiie Sakamoto}, title = {An Efficient Wavelet-Based ROI Coding for Multiple Regions}, journal = {IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences}, year = 2015, } @inproceedings{CTT100904256, author = {Tanwi Biswas and Hiroyuki Suzuki and Masahiro Ishikawa and Naoki Kobayashi and Takashi Obi}, title = {Generation of RGB EVG stained image from hyperspectral H&E stained image using generative adversarial network (GAN)}, booktitle = {Proceedings, Medical Imaging 2023: Digital and Computational Pathology}, year = 2023, } @inproceedings{CTT100882175, author = {Aloupogianni Eleni and Takaya ICHIMURA and Mei HAMADA and Takuo MURAKAMI and Atsushi SASAKI and Koichiro NAKAMURA and 石川 雅浩 and Naoki KOBAYASHI and 小尾 高史}, title = {色素性皮膚病変のハイパースペクトル画像で探索的データ分析}, booktitle = {}, year = 2022, } @inproceedings{CTT100868644, author = {Eleni Aloupogianni and Masahiro Ishikawa and Takaya Ichimura and Atsushi Sasaki and Naoki Kobayashi and Takashi Obi}, title = {Design of a Hyper-Spectral Imaging System for Gross Pathology of Pigmented Skin Lesions}, booktitle = {Conf.record of 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society}, year = 2021, } @inproceedings{CTT100868637, author = {Tanwi Biswas and Hiroyuki Suzuki and Masahiro Ishikawa and Naoki Kobayashi and Takashi Obi}, title = {Registration of Histopathological Heterogeneous Stained Images Utilizing Gan Based Domain Adaptation Technique}, booktitle = {Conf. record of The 7th IIEEJ International Conference on Image Electronics and Visual Computing}, year = 2021, } @inproceedings{CTT100844406, author = {Eleni Aloupogianni and Hiroyuki Suzuki and Takaya Ichimura and Atsushi Sasaki and Hiroto Yanagisawa and Tetsuya Tsuchida and Masahiro Ishikawa and Naoki Kobayashi and Takashi Obi}, title = {Effect of formalin fixing on chromophore saliency maps derived from multi-spectral macropathology skin images}, booktitle = {Proceedings of SPIE--The International Society for Optical Engineering}, year = 2021, } @inproceedings{CTT100842454, author = {Takashi OBI and Eleni ALOUPOGIANNI and Hiroyuki SUZUKI and Takaya ICHIMURA and Atsushi SASAKI and Hiroto YANAGISAWA and Tetsuya TSUCHIDA and Masahiro ISHIKAWA and Naoki KOBAYASHI}, title = {Binary Malignancy Classification of Skin Tissue using Reflectance and Texture Features from Macropathology Multi-Spectral Images}, booktitle = {Conf. record of International Joint Symposium 2020 The 15th International Workshop on Biomaterials in Interface Science and The 11th Symposium on Innovative Dental-Engineering Alliance (IDEA)}, year = 2020, } @inproceedings{CTT100842456, author = {Tanwi BISWAS and Hiroyuki SUZUKI and Masahiro ISHIKAWA and Naoki KOBAYASHI and Takashi OBI}, title = {Conversion of H&E Stained to EVG Stained Histological Images using CycleGAN}, booktitle = {}, year = 2020, } @inproceedings{CTT100803812, author = {Eleni Aloupogianni and Hiroyuki Suzuki and Takaya Ichimura and Atsushi Sasaki and Hiroto Yanagisawa and Tetsuya Tsuchida and Masahiro Ishikawa and Naoki Kobayashi and Takashi Obi}, title = {Binary Malignancy Classification of Skin Tissue Using Reflectance and Texture Features from Macropathology Multi-Spectral Images}, booktitle = {Conf. record of The 6th IIEEJ International Conference on Image Electronics and Visual Computing (IEVC 2019)}, year = 2019, } @inproceedings{CTT100803813, author = {Lina Septiana and Hiroyuki Suzuki and Masahiro Ishikawa and Takashi Obi and Naoki Kobayashi and Nagaaki Ohyama and Takaya Ichimura and Atsushi Sasaki and Erning Wihardjo and Harry Arjadi}, title = {Elastic and Collagen Fibers Segmentation Based on U-Net Deep Learning Using Hematoxylin and Eosin Stained Hyperspectral Images}, booktitle = {Conf. record of The 6th IIEEJ International Conference on Image Electronics and Visual Computing (IEVC 2019)}, year = 2019, } @inproceedings{CTT100800308, author = {鈴木 裕之 and Lina Septiana and 石川 雅浩 and 小林 直樹 and 市村 孝也 and 佐々木 惇 and 小尾 高史 and 大山 永昭 and Erning Wihardjod and Dini Andian}, title = {ハイパースペクトル画像を利用したHE染色病理標本における線維組織の分類}, booktitle = {}, year = 2019, } @inproceedings{CTT100806451, author = {Lina Septiana and Hiroyuki Suzuki and Masahiro Ishikawa and Takashi Obi and Naoki Kobayashi and Nagaaki Ohyama and Wihardjo Erning and Dini Andiani}, title = {Classification of Elastic and Collagen Fibers in H&E Stained Hyperspectral Images}, booktitle = {COnf. record of the 41st International Engineering in Medicine and Biology Conference (EMBC 2019)}, year = 2019, } @inproceedings{CTT100758266, author = {Lina Septiana and Hiroyuki Suzuki and Masahiro Ishikawa and Takashi Obi and Naoki Kobayashi and Nagaaki Ohyama}, title = {Staining Adjustment of Dye Amount to Clarify the Appearance of Fiber, Nuclei, and Cytoplasm in HE-stained Pathological Kidney Tissue Image}, booktitle = {}, year = 2017, } @inproceedings{CTT100758019, author = {木村文一 and 中村海斗 and 石川雅浩 and 小林幸弘 and 上原剛 and 山口雅浩}, title = {体腔液細胞診標本中の卵巣癌核における画像特徴量を用いた判別分析}, booktitle = {第 16 回日本デジタルパソロジー研究会総会 プログラム・抄録集}, year = 2017, } @inproceedings{CTT100695642, author = {山下慶子 and 喜友名 朝春 and 村上百合 and 山口雅浩 and 石川雅浩 and 駒形英樹 and 阿部時也 and 橋口明典 and 尾島英知 and 坂元亨宇}, title = {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}, booktitle = {日本病理学会会誌}, year = 2015, } @inproceedings{CTT100685957, author = {石川雅浩 and 工藤良太 and 金沢宏 and 山口雅浩 and 駒形英樹 and 小林直樹 and 山下慶子 and 喜友名朝春 and 阿部時也 and 橋口明典 and 坂元亨宇}, title = {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}, booktitle = {電子情報通信学会技術研究報告}, year = 2015, } @inproceedings{CTT100685927, author = {Masahiro Ishikawa and Naoki Kobayashi and Hideki Komagata and Kazuma Shinoda and Masahiro Yamaguchi and Tokiya Abe and Akinori Hashiguchi and Michiie Sakamoto}, title = {An accurate method of extracting fat droplets in liver images for quantitative evaluation}, booktitle = {Medical Imaging 2015: Digital Pathology, Proc. SPIE}, year = 2015, } @inproceedings{CTT100685958, author = {木村文一 and Chamidu Atupelage and 金沢宏 and 石川雅浩 and 村上百合 and 長橋 宏 and 山口雅浩}, title = {HE染色画像におけるテクスチャ解析によるKi67発現の証明の可能性}, booktitle = {}, year = 2015, } @inproceedings{CTT100685920, author = {Yuri Murakami and Tokiya Abe and Yoshiko Yamashita and Masahiro Yamaguchi and Masahiro Ishikawa and Akinori Hashiguchi and Tomoharu Kiyuna and Akira Saito and Michiie Sakamoto}, title = {Color processing in pathology image analysis system for liver biopsy}, booktitle = {Proc. Color and Imaging Conference 2014}, year = 2014, } @inproceedings{CTT100685956, author = {Maulana Abdul Aziz and Hiroshi Kanazawa and Yuri Murakami and Fumikazu Kimura and Masahiro Yamaguchi and Tomoharu Kiyuna and Yoshiko Yamashita and Akira Saito and Masahiro Ishikawa and Naoki Kobayashi and Tokiya Abe and Akinori Hashiguchi and Michiie Sakamoto}, title = {Enhancing Automatic Classification of Hepatocellular Carcinoma Images through Image Masking, Tissue Changes, and Trabecular Features}, booktitle = {Analytical Cellular Pathology}, year = 2014, } @inproceedings{CTT100685955, author = {Yoshiko Yamashita and Tomoharu Kiyuna and Michiie Sakamoto and Akinori Hashiguchi and Masahiro Ishikawa and Yuri Murakami and Masahiro Yamaguchi}, title = {Development of a prototype for hepatocellular carcinoma classification based on morphological features automatically measured in whole slide images}, booktitle = {Analytical Cellular Pathology}, year = 2014, } @inproceedings{CTT100685961, author = {Hideki Komagata and Naoki Kobayashi and Masahiro Ishikawa and Masahiro Yamaguchi and Tomoharu Kiyuna and Akira Saito and Tokiya Abe and Akinori Hashiguchi and Michiie Sakamoto}, title = {Automatic Detection of Unusual Aligned Nuclei on HCC Histopathological Images}, booktitle = {Proceedings of IEVC2014}, year = 2014, } @inproceedings{CTT100685963, author = {石川雅浩 and 坂元亨宇 and 橋口明典 and 山口雅浩 and 小林直樹 and 村上百合 and 齋藤彰}, title = {HE染色肝病理標本における組織構造定量化によるコンピュータ診断支援 (招待講演)}, booktitle = {}, year = 2014, } @inproceedings{CTT100685966, author = {阿部時也 and 橋口明典 and 山﨑剣 and 尾島英知 and Maulana Abdul Aziz and 金沢宏 and C. Atupelage and 村上百合 and 木村文一 and 石川雅浩 and 駒形英樹 and 小林直樹 and 山下慶子 and 丸亀敦 and 斉藤彰 and 喜友名朝春 and 山口雅浩 and 坂元亨宇}, title = {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}, booktitle = {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}, year = 2014, } @inproceedings{CTT100685954, author = {石川雅浩 and 藤田悠介 and AZIZ Maulana Abdul and 村上百合 and 山口雅浩}, title = {HE染色肝病理標本における組織構造定量化によるがん検出精度向上の検討}, booktitle = {日本医用画像工学会大会予稿集}, year = 2014, } @inproceedings{CTT100669403, author = {石川雅浩 and 小林直樹 and 駒形英樹 and 山口雅浩 and 阿部時也 and 橋口 明典 and 坂元 亨宇}, title = {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}, booktitle = {信学技報}, year = 2014, } @inproceedings{CTT100669404, author = {駒形英樹 and 小林直樹 and 石川雅浩 and 篠田一馬 and 山口雅浩 and 阿部時也 and 橋口明典 and 坂元亨宇}, title = {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}, booktitle = {信学技報}, year = 2014, } @inproceedings{CTT100669342, author = {石川 雅浩 and 福井智也 and 藤田悠介 and 村上百合 and 山口雅浩 and 阿部時也 and 橋口明典 and 坂本亨宇 and 齋藤彰}, title = {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}, booktitle = {日本医用画像工学会大会予稿集(CD-ROM)}, year = 2013, }