Related Objects of Interest: benign, incorrect lumen, malignant gland, normal, benign gland, correct lumen, adipose tissue, alveolar soft part sarcoma, angiosarcoma, clear cell sarcoma
Top Malignant Computer Vision Models
The models below have been fine-tuned for various malignant detection tasks. You can try out each model in your browser, or test an edge deployment solution (i.e. to an NVIDIA Jetson). You can use the datasets associated with the models below as a starting point for building your own malignant detection model.
At the bottom of this page, we have guides on how to count malignants in images and videos.
1490 images 3 classes
by sambil
3200 images 4 classes
5901 images 18 classes
BENIGN-aneurysmalbonecyst BENIGN-aneurysmalbonecyst BENIGN-fibrousdysplasia BENIGN-chondroblastoma BENIGN-enchondroma BENIGN-fibrousdysplasia BENIGN-giantcelltumor BENIGN-hemangioma BENIGN-nonossifyingfibroma BENIGN-pagetsdisease BENIGN-unicameralbonecyst HEALTHY-bonecompact MALIGNANT-adamantinoma MALIGNANT-chondrosarcoma MALIGNANT-chordoma MALIGNANT-ewingsarcoma MALIGNANT-multiplemyeloma MALIGNANT-osteosarcoma Unlabeled
57 images 2 classes
by OpenSarcoma
7800 images 52 classes
Adipose Tissue Alveolar Rhabdomyosarcoma Alveolar Soft Part Sarcoma Angioleiomyoma Angiosarcoma Clear Cell Sarcoma Dedifferentiated Liposarcoma Dense Connective Tissue Dermatofibrosarcoma Protuberans Desmoplastic Small Round Cell Tumor Elastic Connective Tissue Elastofibroma Embryonal Rhabdomyosarcoma Epithelioid Hemangioendothelioma Epithelioid Sarcoma Extraskeletal Myxoid Chondrosarcoma Fibrocartilage Fibroma (of Tendon Sheath) Fibromatosis Fibrosarcoma
by DTbn
867 images 10 classes
by skin cancer
5220 images 5 classes
627 images 2 classes
by Onc Project
7623 images 23 classes
BENIGN.hemangioma BENIGN.lipoma BENIGN.myositisossificans BENIGN.neurofibroma BENIGN.schwannoma HEALTHY-adipose HEALTHY-connectivedenseirreg HEALTHY-connectivedensereg HEALTHY-connectiveelastic HEALTHY-connectiveloose HEALTHY-fibrocartilage HEALTHY-hyalinecartilage HEALTHY-muscle MALIGNANT-angiosarcoma MALIGNANT-dermatofibrosarcomaprotuberans MALIGNANT-epithelioidsarcoma MALIGNANT-fibrosarcoma MALIGNANT-leiomyosarcoma MALIGNANT-liposarcoma MALIGNANT-peripheralnervesheath
6000 images 40 classes
Adipose Tissue Alveolar Soft Part Sarcoma Angiosarcoma Clear Cell Sarcoma Dedifferentiated Liposarcoma Dense Connective Tissue Dermatofibrosarcoma Protuberans Desmoplastic Small Round Cell Tumor Elastic Connective Tissue Elastofibroma Epithelioid Sarcoma Fibrocartilage Fibroma (of Tendon Sheath) Fibromatosis Fibrosarcoma Fibrous Histiocytoma Giant Cell Tumor (of Tendon Sheath) Hemangioma Heterotopic Ossification (Myositis Ossificans) Hyaline Cartilage
by JU
67 images 88 classes
CD 45 negetive CD 99 negetive CK 20 negativity CK 5/CK6 positivity CK 7 positivity Chlamydial infection Cockleburrs Congo red stain Elastic van Gieson stain Fite acid-fast stain Fouchet’s stain Freezing artefact of the tissue Grunwald Giemsa stained smear Her-2/neu immunostain Large hole in the tissue Masson trichrome stain Methenamine silver stain Mucus secreting endocervical columnar cells NSE positivity Oestrogen Receptor
by My Space
6701 images 18 classes
HEALTHY-adipose HEALTHY-connectivedenseirreg HEALTHY-connectivedensereg HEALTHY-connectiveelastic HEALTHY-connectiveloose HEALTHY-fibrocartilage HEALTHY-hyalinecartilage HEALTHY-muscle MALIGNANT-angiosarcoma MALIGNANT-dermatofibrosarcomaprotuberans MALIGNANT-epithelioidsarcoma MALIGNANT-fibrosarcoma MALIGNANT-leiomyosarcoma MALIGNANT-liposarcoma MALIGNANT-peripheralnervesheath MALIGNANT-rhabdomyosarcoma MALIGNANT-synovialsarcoma MALIGNANT-ups