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说明文档
PHARAOH 模型中心
部署在 https://www.pathologyreports.ai 上的模型存储在此仓库的：models/prod/ 目录下
以下是按器官系统分组的所有可用模型列表。
目录
脑部
| 模型ID | 描述 | 贡献者 |
|---|---|---|
brain_4_tumor_compact_faust_lee |
常见脑肿瘤及周围组织成分 | Kevin Faust, Michael Lee 及同事 (多伦多大学健康网络, 加拿大) |
fetal_brain_diamandis |
孕中期胎儿脑组织 | Dr. Phedias Diamandis (多伦多大学, 加拿大) |
glioma_maxime |
胶质母细胞瘤组织形态学 | Dr. Maxime Richer (魁北克大学, 加拿大) |
肾脏
| 模型ID | 描述 | 贡献者 |
|---|---|---|
kidney_saltri_castillo_saleeb |
乳头状、透明细胞和嫌色性肾细胞癌 | Dr. Vincent Castillo, Dr. Rola Saleeb (多伦多大学, 加拿大) |
kidney_salp_castillo_saleeb |
伴ABCC2表达的乳头状肾细胞癌 | Dr. Vincent Castillo, Dr. Rola Saleeb (多伦多大学, 加拿大) |
kidney_kirc_diamandis |
透明细胞肾细胞癌 | Dr. Phedias Diamandis (多伦多大学, 加拿大) |
kidney_kirpkirc_castillo_narges |
透明细胞和乳头状肾细胞癌 | Dr. Vincent Francis Castillo, Dr. Narges Ahangari (多伦多大学, 加拿大) |
肝脏
| 模型ID | 描述 | 贡献者 |
|---|---|---|
cholangio_marins |
胆管癌 | Dr. Lidiane Marins (Rede D'OR São Paulo, 巴西) |
liver_marins_v2 |
肝细胞癌 (版本2) | Dr. Lidiane Marins (Rede D'OR São Paulo, 巴西) |
liver_marins_v1 |
肝细胞癌 (版本1) | Dr. Lidiane Marins (Rede D'OR São Paulo, 巴西) |
睾丸
| 模型ID | 描述 | 贡献者 |
|---|---|---|
teste_nikzad |
睾丸癌 | Dr. Nikfar Nikzad (麦克马斯特大学, 加拿大) |
乳腺
| 模型ID | 描述 | 贡献者 |
|---|---|---|
breast_kiran |
乳腺浸润性癌 | Dr. Kiran Jakate |
肺部
| 模型ID | 描述 | 贡献者 |
|---|---|---|
lung_assem |
肺腺癌 | Dr. Assem Alrumeh |
前列腺
| 模型ID | 描述 | 贡献者 |
|---|---|---|
prad_murphy |
前列腺腺癌 | Dr. Patrick Murphy (多伦多大学, 加拿大) |
皮肤
| 模型ID | 描述 | 贡献者 |
|---|---|---|
skin_melanoma_leon_diamandis |
黑色素瘤 | Dr. Alberto Leon, Dr. Phedias Diamandis (多伦多大学, 加拿大) |
胃肠道
| 模型ID | 描述 | 贡献者 |
|---|---|---|
GI_alyousef |
胃肠道腺癌 | Dr. Mohamed Al-Yousef (法赫德国王大学医院, 沙特阿拉伯) |
卵巢
| 模型ID | 描述 | 贡献者 |
|---|---|---|
gyne_noor |
卵巢癌 | Dr. Noor Alsafwani (法赫德国王大学医院, 沙特阿拉伯) |
甲状腺
| 模型ID | 描述 | 贡献者 |
|---|---|---|
thyroid_alwelaie |
甲状腺癌 | Dr. Yazeed Alwelaie (法赫德国王医疗城, 利雅得, 沙特阿拉伯) |
致谢
PHARAOH项目向所有贡献专业知识和数据集的合作病理学家、临床医生、研究人员和机构致以诚挚的感谢。 这些模型离不开您的支持、领域洞察以及对推动计算病理学发展的承诺。 您的贡献使开放、易用的AI工具得以实现，造福全球病理学和研究社区。
联系方式
pharaohreporting@gmail.com
diamandislabii/prod_test_archive_models
作者 diamandislabii
image-classification
keras
↓ 0
♥ 0
创建时间: 2025-11-19 07:22:29+00:00
更新时间: 2025-11-20 16:18:52+00:00
在 Hugging Face 上查看文件 (192)
.gitattributes
README.md
models/archive/schwannoma/confusion_matrix.jpg
models/archive/schwannoma/dlfv.csv
models/archive/schwannoma/inference.json
models/archive/schwannoma/model.h5
models/archive/schwannoma/model.onnx
ONNX
models/archive/susan/confusion_matrix.jpg
models/archive/susan/dlfv.csv
models/archive/susan/inference.json
models/archive/susan/model.h5
models/archive/susan/model.onnx
ONNX
models/prod/GI_alyousef/confusion_matrix.jpg
models/prod/GI_alyousef/dlfv.csv
models/prod/GI_alyousef/inference.json
models/prod/GI_alyousef/model.h5
models/prod/GI_alyousef/model.onnx
ONNX
models/prod/brain_4_tumor_compact_faust_lee/confusion_matrix.jpg
models/prod/brain_4_tumor_compact_faust_lee/dlfv.csv
models/prod/brain_4_tumor_compact_faust_lee/inference.json
models/prod/brain_4_tumor_compact_faust_lee/model.h5
models/prod/brain_4_tumor_compact_faust_lee/model.onnx
ONNX
models/prod/breast_kiran/confusion_matrix.jpg
models/prod/breast_kiran/dlfv.csv
models/prod/breast_kiran/inference.json
models/prod/breast_kiran/model.h5
models/prod/breast_kiran/model.onnx
ONNX
models/prod/cholangio_marins/confusion_matrix.jpg
models/prod/cholangio_marins/dlfv.csv
models/prod/cholangio_marins/inference.json
models/prod/cholangio_marins/model.h5
models/prod/cholangio_marins/model.onnx
ONNX
models/prod/fetal_brain_diamandis/confusion_matrix.jpg
models/prod/fetal_brain_diamandis/dlfv.csv
models/prod/fetal_brain_diamandis/inference.json
models/prod/fetal_brain_diamandis/model.h5
models/prod/fetal_brain_diamandis/model.onnx
ONNX
models/prod/glioma_maxime/confusion_matrix.jpg
models/prod/glioma_maxime/dlfv.csv
models/prod/glioma_maxime/inference.json
models/prod/glioma_maxime/model.h5
models/prod/glioma_maxime/model.onnx
ONNX
models/prod/gyne_noor/confusion_matrix.jpg
models/prod/gyne_noor/dlfv.csv
models/prod/gyne_noor/inference.json
models/prod/gyne_noor/model.h5
models/prod/gyne_noor/model.onnx
ONNX
models/prod/kidney_kirc_diamandis/confusion_matrix.jpg
models/prod/kidney_kirc_diamandis/dlfv.csv
models/prod/kidney_kirc_diamandis/inference.json
models/prod/kidney_kirc_diamandis/model.h5
models/prod/kidney_kirc_diamandis/model.onnx
ONNX
models/prod/kidney_kirpkirc_castillo_narges/confusion_matrix.jpg
models/prod/kidney_kirpkirc_castillo_narges/dlfv.csv
models/prod/kidney_kirpkirc_castillo_narges/inference.json
models/prod/kidney_kirpkirc_castillo_narges/model.h5
models/prod/kidney_kirpkirc_castillo_narges/model.onnx
ONNX
models/prod/kidney_salp_castillo_saleeb/confusion_matrix.jpg
models/prod/kidney_salp_castillo_saleeb/dlfv.csv
models/prod/kidney_salp_castillo_saleeb/inference.json
models/prod/kidney_salp_castillo_saleeb/model.h5
models/prod/kidney_salp_castillo_saleeb/model.onnx
ONNX
models/prod/kidney_saltri_castillo_saleeb/confusion_matrix.jpg
models/prod/kidney_saltri_castillo_saleeb/dlfv.csv
models/prod/kidney_saltri_castillo_saleeb/inference.json
models/prod/kidney_saltri_castillo_saleeb/model.h5
models/prod/kidney_saltri_castillo_saleeb/model.onnx
ONNX
models/prod/liver_marins_v1/confusion_matrix.jpg
models/prod/liver_marins_v1/dlfv.csv
models/prod/liver_marins_v1/inference.json
models/prod/liver_marins_v1/model.h5
models/prod/liver_marins_v1/model.onnx
ONNX
models/prod/liver_marins_v2/confusion_matrix.jpg
models/prod/liver_marins_v2/dlfv.csv
models/prod/liver_marins_v2/inference.json
models/prod/liver_marins_v2/model.h5
models/prod/liver_marins_v2/model.onnx
ONNX
models/prod/lung_assem/confusion_matrix.jpg
models/prod/lung_assem/dlfv.csv
models/prod/lung_assem/inference.json
models/prod/lung_assem/model.h5
models/prod/lung_assem/model.onnx
ONNX
models/prod/prad_murphy/confusion_matrix.jpg
models/prod/prad_murphy/dlfv.csv
models/prod/prad_murphy/inference.json
models/prod/prad_murphy/model.h5
models/prod/prad_murphy/model.onnx
ONNX
models/prod/skin_melanoma_leon_diamandis/confusion_matrix.jpg
models/prod/skin_melanoma_leon_diamandis/dlfv.csv
models/prod/skin_melanoma_leon_diamandis/inference.json
models/prod/skin_melanoma_leon_diamandis/model.h5
models/prod/skin_melanoma_leon_diamandis/model.onnx
ONNX
models/prod/teste_nikzad/confusion_matrix.jpg
models/prod/teste_nikzad/dlfv.csv
models/prod/teste_nikzad/inference.json
models/prod/teste_nikzad/model.h5
models/prod/teste_nikzad/model.onnx
ONNX
models/prod/thyroid_alwelaie/confusion_matrix.jpg
models/prod/thyroid_alwelaie/dlfv.csv
models/prod/thyroid_alwelaie/inference.json
models/prod/thyroid_alwelaie/model.h5
models/prod/thyroid_alwelaie/model.onnx
ONNX
models/test/acc/confusion_matrix.jpg
models/test/acc/dlfv.csv
models/test/acc/inference.json
models/test/acc/model.h5
models/test/acc/model.onnx
ONNX
models/test/brain_CP_Angle/confusion_matrix.jpg
models/test/brain_CP_Angle/dlfv.csv
models/test/brain_CP_Angle/inference.json
models/test/brain_CP_Angle/model.h5
models/test/brain_CP_Angle/model.onnx
ONNX
models/test/brain_Dura/brain_Dura_VGG19_test_confusion_matrix.jpg
models/test/brain_Dura/dlfv.csv
models/test/brain_Dura/inference.json
models/test/brain_Dura/model.h5
models/test/brain_Dura/model.onnx
ONNX
models/test/brain_cerebellum/confusion_matrix.jpg
models/test/brain_cerebellum/dlfv.csv
models/test/brain_cerebellum/inference.json
models/test/brain_cerebellum/model.h5
models/test/brain_cerebellum/model.onnx
ONNX
models/test/brain_cerebrum/confusion_matrix.jpg
models/test/brain_cerebrum/dlfv.csv
models/test/brain_cerebrum/inference.json
models/test/brain_cerebrum/model.h5
models/test/brain_cerebrum/model.onnx
ONNX
models/test/brain_spinal_cord/confusion_matrix.jpg
models/test/brain_spinal_cord/dlfv.csv
models/test/brain_spinal_cord/inference.json
models/test/brain_spinal_cord/model.h5
models/test/brain_spinal_cord/model.onnx
ONNX
models/test/brain_spine_bone/confusion_matrix.jpg
models/test/brain_spine_bone/dlfv.csv
models/test/brain_spine_bone/inference.json
models/test/brain_spine_bone/model.h5
models/test/brain_spine_bone/model.onnx
ONNX
models/test/breast_tilak/confusion_matrix.jpg
models/test/breast_tilak/dlfv.csv
models/test/breast_tilak/inference.json
models/test/breast_tilak/model.h5
models/test/breast_tilak/model.onnx
ONNX
models/test/carcinoma_sarcoma/confusion_matrix.jpg
models/test/carcinoma_sarcoma/dlfv.csv
models/test/carcinoma_sarcoma/inference.json
models/test/carcinoma_sarcoma/model.h5
models/test/carcinoma_sarcoma/model.onnx
ONNX
models/test/cervical/confusion_matrix.jpg
models/test/cervical/dlfv.csv
models/test/cervical/inference.json
models/test/cervical/model.h5
models/test/cervical/model.onnx
ONNX
models/test/glioma_azhar/confusion_matrix.jpg
models/test/glioma_azhar/dlfv.csv
models/test/glioma_azhar/inference.json
models/test/glioma_azhar/model.h5
models/test/glioma_azhar/model.onnx
ONNX
models/test/head_neck_carcinoma/confusion_matrix.jpg
models/test/head_neck_carcinoma/dlfv.csv
models/test/head_neck_carcinoma/inference.json
models/test/head_neck_carcinoma/model.h5
models/test/head_neck_carcinoma/model.onnx
ONNX
models/test/kirp/confusion_matrix.jpg
models/test/kirp/dlfv.csv
models/test/kirp/inference.json
models/test/kirp/model.h5
models/test/kirp/model.onnx
ONNX
models/test/lusc/confusion_matrix.jpg
models/test/lusc/dlfv.csv
models/test/lusc/inference.json
models/test/lusc/model.h5
models/test/lusc/model.onnx
ONNX
models/test/paad/confusion_matrix.jpg
models/test/paad/dlfv.csv
models/test/paad/inference.json
models/test/paad/model.h5
models/test/paad/model.onnx
ONNX
models/test/pancreatic_ductal/confusion_matrix.jpg
models/test/pancreatic_ductal/dlfv.csv
models/test/pancreatic_ductal/inference.json
models/test/pancreatic_ductal/model.h5
models/test/pancreatic_ductal/model.onnx
ONNX
models/test/tcga_tgct/confusion_matrix.jpg
models/test/tcga_tgct/dlfv.csv
models/test/tcga_tgct/inference.json
models/test/tcga_tgct/model.h5
models/test/tcga_tgct/model.onnx
ONNX
models/test/ucec/confusion_matrix.jpg
models/test/ucec/dlfv.csv
models/test/ucec/inference.json
models/test/ucec/model.h5
models/test/ucec/model.onnx
ONNX