Datasets:

ai4colonoscopy
/

ColonINST-v1

A large-scale mutlimodal instruction tuning dataset for colonoscopy research. More details refer to our project page: https://github.com/ai4colonoscopy/ColonGPT.

Data description

We introduce a pioneering instruction tuning dataset for multimodal colonoscopy research, aimed at instructing models to execute user-driven tasks interactively. This dataset comprises of 62 categories, 300K+ colonoscopic images, 128K+ medical captions (GPT-4V) generated), and 450K+ human-machine dialogues.

Usage

Our ColonINST-v1 dataset consists of two parts: colonoscopy images and human-machine dialogues (in JSON format). Due to privacy concerns associated with medical images, we are unable to publicly share the original colonoscopy images. Please follow this instruction to prepare all colonoscopy images.

However, the JSON files, which contain the human-machine dialogues, are available here for access. You can follow these steps:

Make sure you have the datasets library installed. You can install it via pip:
```
pip install datasets
```

You can easily download and load the dataset directly in your Python code:

from datasets import load_dataset

# Load the ColonINST-v1 dataset
dataset = load_dataset("ai4colonoscopy/ColonINST-v1")

# Once downloaded, you can explore the dataset like this
print(dataset)

If you need a specific split (e.g., train, validation, or test), you can access it like this:
```
train_dataset = load_dataset("ai4colonoscopy/ColonINST-v1", split="train")
```

License

The content of this project itself is licensed under the Apache license 2.0.

Downloads last month: 157

Size of downloaded dataset files:

311 MB

Size of the auto-converted Parquet files:

51.8 MB

Number of rows:

478,330

Models trained or fine-tuned on ai4colonoscopy/ColonINST-v1

ai4colonoscopy/ColonGPT-v1

Image-Text-to-Text • Updated Oct 28 • 2

id stringlengths 22 101	image stringlengths 1 68	conversations listlengths 2 2
BKAI-Small/Train/polyp/0081835cf877e004e8bfb905b78a9139.jpeg	0081835cf877e004e8bfb905b78a9139	[ { "from": "human", "value": "<image>\nDescribe what you see in the image." }, { "from": "gpt", "value": "This image displays the endoluminal view of a colonic polyp identified during a colonoscopy, characterized by its protrusion from the surrounding mucosa. The lesion found in the image presents as a sessile growth, without a distinct pedunculated stalk, suggesting it may be a sessile polyp. The mucosal surface appears smooth and the surrounding colon tissue demonstrates typical haustral folds without overt signs of inflammation or bleeding. Notably, the polyp's surface does not show overtly irregular or villous features, which could be suggestive of advanced pathology; however, histological examination is required to determine the exact nature and potential malignancy of the polyp. The presence of small yellowish deposits on the mucosa could be indicative of residual content within the colon or slight mucosal changes, emphasizing the necessity for thorough bowel preparation for optimal visualization during colonoscopy." } ]
BKAI-Small/Train/polyp/00d827b8bcf15050fb9af0ef92846b60.jpeg	00d827b8bcf15050fb9af0ef92846b60	[ { "from": "human", "value": "<image>\nDescribe what you see in the image." }, { "from": "gpt", "value": "This image displays an endoscopic view of a colorectal polyp within the luminal aspect of the bowel. The polyp exhibits a sessile morphology, characterized by its broad base and lack of a stalk, suggesting a possible nonpedunculated subtype. The mucosal pattern is heterogeneous, with variations in color and texture, which may indicate differing grades of dysplasia or neoplasia. Given the size and appearance, this polyp may warrant biopsy or removal via polypectomy to determine its histopathological nature and assess the potential for malignant transformation. Close monitoring and appropriate intervention are advised to prevent progression to colorectal cancer." } ]
BKAI-Small/Train/polyp/00f9b6c911c4aa179344271fa54aa1b2.jpeg	00f9b6c911c4aa179344271fa54aa1b2	[ { "from": "human", "value": "<image>\nDetail the visual elements in the image." }, { "from": "gpt", "value": "This image presents a colonic polyp visualized during a colonoscopy, characterized by its rounded, protruding morphology from the surrounding mucosal layer. The smooth texture and uniform coloration suggest a potential tubular adenoma, which is a common type of precancerous lesion. The polyp's stalk and clear demarcation from the healthy colon tissue can be indicative of its benign nature; however, histopathological examination is required for definitive diagnosis and assessment of dysplastic changes. The presence of tiny bubbles and specular reflections on the mucosa due to the endoscopic examination medium provides clarity to the visual field. Intervention such as polypectomy may be considered for preventive measures against colorectal cancer progression." } ]
BKAI-Small/Train/polyp/00fd197cd955fa095f978455cef3593c.jpeg	00fd197cd955fa095f978455cef3593c	[ { "from": "human", "value": "<image>\nInterpret what the image shows." }, { "from": "gpt", "value": "This image depicts an endoscopic view of a gastrointestinal polyp, captured during a colonoscopy procedure. The polyp appears as a smooth, rounded projection from the surrounding mucosal surface, indicative of a possible adenomatous or hyperplastic lesion. The coloration of the polyp is similar to the surrounding mucosa, without signs of overt bleeding or ulceration, but diagnostic biopsy would be required for definitive histopathological characterization. Given its size and morphology, the polyp may represent a benign neoplastic growth, yet the potential for malignancy cannot be ruled out without further analysis. Removal and subsequent pathological examination would be the next steps to determine the exact nature of the polyp and any necessary treatment." } ]
BKAI-Small/Train/polyp/01c13a3d810b000db55759486b8aa1b8.jpeg	01c13a3d810b000db55759486b8aa1b8	[ { "from": "human", "value": "<image>\nInterpret what the image shows." }, { "from": "gpt", "value": "This endoscopic image presents a solitary polypoid lesion within a luminal structure, which may indicate a colorectal polyp, a common finding in colonoscopy procedures. The surrounding mucosa appears smooth and unremarkable, highlighting the polyp's distinct growth pattern protruding into the lumen. Given the polyp's appearance, hyperplastic or adenomatous histology can be considered, with further differentiation requiring histopathological examination. There is no overt evidence of bleeding or ulceration on the visible polyp surface, which suggests a non-urgent clinical presentation. The gathered mucus and bubbles add a layer of realism to the image, underscoring the conditions under which endoscopic examinations typically take place." } ]
BKAI-Small/Train/polyp/01e80947f9c02314fc58bdb26679bff5.jpeg	01e80947f9c02314fc58bdb26679bff5	[ { "from": "human", "value": "<image>\nInterpret what the image shows." }, { "from": "gpt", "value": "This endoscopic image showcases a singular, well-defined pedunculated polyp located in the gastrointestinal tract, characterized by its elongated stalk and smooth, reddish surface. The morphology suggests a possible benign adenomatous type, which may carry the potential for neoplastic transformation if not removed and requires histopathological examination for definitive diagnosis. The surrounding mucosa appears intact and regular, indicating that the polyp might be an isolated lesion rather than part of a polyposis syndrome. Given the clinical implications of such findings, this image is critical for both diagnostic and therapeutic intervention strategies." } ]
BKAI-Small/Train/polyp/01ff069910ea2abe3c84417fda801941.jpeg	01ff069910ea2abe3c84417fda801941	[ { "from": "human", "value": "<image>\nDescribe what you see in the image." }, { "from": "gpt", "value": "This image appears to be an endoscopic view of a colonic mucosa revealing a solitary polypoid lesion. The polyp is characterized by its reddened, slightly lobulated surface and is distinct from the surrounding normal-appearing colonic mucosa. There is mild vascular pattern prominence within the lesion which may indicate neovascularity. Surrounding the polyp are deposits of mucous and what could be small remnants of stool, common findings in an endoscopic examination. The precise nature of the polyp, whether hyperplastic, adenomatous, or malignant, cannot be determined from this image alone and would require histopathological evaluation following biopsy or excision." } ]
BKAI-Small/Train/polyp/02000f9b6c911c4aa179344271fa54aa.jpeg	02000f9b6c911c4aa179344271fa54aa	[ { "from": "human", "value": "<image>\nOffer a thorough explanation of the image." }, { "from": "gpt", "value": "This endoscopic image showcases a solitary colorectal polyp, characterized by its smooth, rounded contour and distinct stalk, indicating a pedunculated morphology common among benign adenomatous lesions. The surrounding colonic mucosa appears mildly erythematous but otherwise normal without visible signs of inflammation or ulceration. The polyp's intact surface and homogenous coloration do not immediately suggest malignancy; however, its definitive nature can only be determined through histopathological examination following polypectomy. The presence of this polyp underscores the importance of routine colorectal screening, as polyps of this type have the potential to progress to colorectal cancers if left undetected and untreated." } ]
BKAI-Small/Train/polyp/021bab9fc7330398846f67b5df7cdf3f.jpeg	021bab9fc7330398846f67b5df7cdf3f	[ { "from": "human", "value": "<image>\nDescribe what you see in the image." }, { "from": "gpt", "value": "This image presents a close-up view of a gastrointestinal polyp visualized during an endoscopic procedure. The polyp appears as a rounded, protruding lesion with a smooth surface and a reddish-pink coloration, characteristics that may indicate a benign growth such as an adenomatous polyp or a hyperplastic polyp. The surrounding mucosa appears to be normal in color and texture without signs of inflammation or ulceration. It is crucial that such a polyp is biopsied and histologically examined to determine its nature and potential for malignancy. The presence of white specular highlights suggests the use of direct illumination during the endoscopy, enhancing the visualization of the lesion's morphology." } ]
BKAI-Small/Train/polyp/02345d341253851bc866ebe4d18d5401.jpeg	02345d341253851bc866ebe4d18d5401	[ { "from": "human", "value": "<image>\nOffer a thorough explanation of the image." }, { "from": "gpt", "value": "This endoscopic image captures a solitary colonic polyp, which appears as a smooth, bulbous protrusion against the pinkish mucosal background of the colon. The polyp's surface is somewhat glossy, indicating a possible retention of mucus or fluid, with white specular highlights reflecting the endoscopic light source. Surrounding vasculature is visible as a fine network within the mucosa, but does not show distinct vascular abnormalities atop the polyp itself. This could suggest a hyperplastic or adenomatous nature, pending histopathological examination for definitive classification. There is no overt sign of ulceration or irregular surface texture on the visible portion of the polyp, features that might raise concerns for malignancy." } ]
BKAI-Small/Train/polyp/025ba0e3b6d0bf0b5633059989805234.jpeg	025ba0e3b6d0bf0b5633059989805234	[ { "from": "human", "value": "<image>\nExplain the image's visuals thoroughly." }, { "from": "gpt", "value": "This image displayed appears to capture an endoscopic view of a colonic mucosa featuring a solitary polypoid lesion. The polyp is characterized by its smooth, rounded contour and a stalk that attaches it to the surrounding mucosal surface. The coloration of the polyp is consistent with benign characteristics, lacking any overt signs of ulceration or irregular surface patterns that might suggest malignancy. The surrounding colonic mucosa appears normal, with no visible signs of inflammation or additional polyps, which could be significant in the context of polyposis syndromes or other generalized mucosal diseases. Accurate identification and subsequent histological analysis following polypectomy would be necessary to determine the exact nature and potential risk associated with this polyp." } ]
BKAI-Small/Train/polyp/02b296cc5cfd263f1f90be2879923502.jpeg	02b296cc5cfd263f1f90be2879923502	[ { "from": "human", "value": "<image>\nDescribe what you see in the image." }, { "from": "gpt", "value": "This image displays an endoscopic view of a colonic polyp, a protrusion from the inner lining of the colon. The polyp appears as a well-defined growth and is composed of excess tissue that could be benign or pre-malignant, depending on histological analysis. The surrounding colonic mucosa appears smooth and normal, indicating localized pathology. The visible light reflections suggest the use of a high-definition endoscope, critical for detailed examination and successful identification of such lesions. Clinical management may include polypectomy for diagnostic and therapeutic purposes, often followed by histopathological evaluation to determine the exact nature of the polyp." } ]
BKAI-Small/Train/polyp/0317371a966bf4b3466463a3c64db170.jpeg	0317371a966bf4b3466463a3c64db170	[ { "from": "human", "value": "<image>\nDescribe what you see in the image." }, { "from": "gpt", "value": "This image displays a close-up view of a colonic polyp identified during a colonoscopy, characterized by its protrusion from the surrounding mucosal surface. Notably, the polyp appears to be a pedunculated lesion, characterized by a stalk that attaches the polyp to the mucosal layer, which can be indicative of a certain polyp type, such as an adenomatous polyp. The mucosal surface surrounding the polyp appears smooth and lacks overt signs of inflammation or bleeding, which might suggest a benign pathology. However, biopsy and histopathological examination are essential for definitive diagnosis and to assess any dysplastic or neoplastic changes within the polyp tissue. The clinical context, including patient symptoms and risk factors, would be critical in guiding further management options for this lesion." } ]
BKAI-Small/Train/polyp/033c03b0af70cc0f6d32b726342865f6.jpeg	033c03b0af70cc0f6d32b726342865f6	[ { "from": "human", "value": "<image>\nDescribe what you see in the image." }, { "from": "gpt", "value": "This endoscopic image captures an intraluminal view of a gastrointestinal tract, most likely the colon, exhibiting a solitary polypoid lesion. The polyp displays a pinkish hue with a smooth surface texture and appears to be pedunculated, suggesting it may be a stalk-like projection above the mucosal layer. There is no obvious evidence of ulceration or irregular surface patterns, factors which could indicate dysplasia or malignancy. Surrounding mucosa appears relatively normal, with homogeneous coloring and vascular pattern, although a thorough assessment for synchronous lesions should be conducted. Given the isolated nature of this polyp, it may be amenable to endoscopic resection for definitive histopathological evaluation." } ]
BKAI-Small/Train/polyp/0351267e98bd886544a2a98ee309ce76.jpeg	0351267e98bd886544a2a98ee309ce76	[ { "from": "human", "value": "<image>\nInterpret what the image shows." }, { "from": "gpt", "value": "This image depicts an endoscopic view of a gastrointestinal mucosal surface, likely captured during a colonoscopy. We can observe a sessile polyp, characterized by its flat, raised appearance without a stalk, contrasted against the surrounding tissue. The mucosa around the polyp appears relatively smooth, but distinct vascular patterns, common in normal colonic mucosa, are visible. The creamy-white exudate suggests recent bleeding or mucus accumulation, potentially related to the polyp itself. The green speckles are likely artifacts from the endoscopic procedure, such as remnants of solutions used during the examination. Overall, the visual cues indicate the presence of a polyp requiring further histological evaluation to determine its nature, as it could range from benign to pre-malignant." } ]
BKAI-Small/Train/polyp/03983064a3eb4d49033c03b0af70cc0f.jpeg	03983064a3eb4d49033c03b0af70cc0f	[ { "from": "human", "value": "<image>\nInterpret what the image shows." }, { "from": "gpt", "value": "The image depicts an endoscopic view of a gastrointestinal tract with a clear focus on a sessile polyp within the lumen. The polyp appears to be non-pedunculated, suggesting a broader base of attachment to the mucosal layer. The surrounding mucosa shows no immediate signs of ulceration or inflammation, suggesting a benign nature; however, histopathological examination is necessary for definitive diagnosis. The smooth, rounded contour of the polyp and homogenous texture may indicate a hyperplastic or adenomatous origin, commonly encountered in colonoscopic procedures. The visual field is well-illuminated, with no visible artifacts, allowing for a clear view for diagnostic assessment." } ]
BKAI-Small/Train/polyp/03d2cbbcfa4baf3866269959350e7998.jpeg	03d2cbbcfa4baf3866269959350e7998	[ { "from": "human", "value": "<image>\nOffer a thorough explanation of the image." }, { "from": "gpt", "value": "Endoscopic View of a Colonic Polyp: This high-resolution endoscopic image showcases a colonic polyp within the bowel lumen. The vascular pattern across the surrounding mucosa appears intact and regular, suggesting the absence of invasive features. The polyp itself protrudes into the lumen and presents with a smooth surface that is characteristic of non-neoplastic or potentially adenomatous polyps contingent on histological analysis. Clinical importance rests in the polyp's potential for malignancy, necessitating further investigation, typically including a biopsy or removal for pathology. The date and time on the image confirm the snapshot was taken on May 14, 2022, thus giving a temporal context to the patient's endoscopic record." } ]
BKAI-Small/Train/polyp/03f909df7cd066b37f538abe9de67869.jpeg	03f909df7cd066b37f538abe9de67869	[ { "from": "human", "value": "<image>\nOffer a thorough explanation of the image." }, { "from": "gpt", "value": "Endoscopic image of a pedunculated colonic polyp visualized within the lumen of the colon. The polyp presents a stalk and a lobulated, erythematous head with a vascular pattern on its surface, characteristic of adenomatous polyps which may carry a risk of malignancy if left untreated. Surrounding mucosa appears smooth and normal, without visible signs of inflammation or additional lesions. The image demonstrates the polyp's attachment and size relative to the folds of the colon, indicating the need for further diagnostic procedures, such as a biopsy, to determine the precise nature and potential for dysplasia." } ]
BKAI-Small/Train/polyp/040781d54ffd6a8ee924dbd70f618d52.jpeg	040781d54ffd6a8ee924dbd70f618d52	[ { "from": "human", "value": "<image>\nDescribe what you see in the image." }, { "from": "gpt", "value": "This endoscopic image showcases a solitary colonic polyp with a smooth and reddened surface, indicative of a potential adenomatous or hyperplastic etiology. The polyp is well-demarcated from the surrounding colonic mucosa, which appears to be mildly erythematous, possibly suggesting mild inflammation or irritation. Small white spots within the field of view suggest residual fluid or reflections from the endoscopic light source, common in endoscopic imaging. The uniformity and lack of ulceration on the polyp's surface may suggest a lower risk of malignancy, however, histopathological assessment remains essential for accurate diagnosis and treatment planning." } ]
BKAI-Small/Train/polyp/04414eaa922bca73d5379c7c851a5082.jpeg	04414eaa922bca73d5379c7c851a5082	[ { "from": "human", "value": "<image>\nOffer a thorough explanation of the image." }, { "from": "gpt", "value": "This endoscopic image depicts a sessile polyp located within the lumen of a gastrointestinal tract, likely the colon. The polyp's smooth, rounded surface and uniform coloration suggest a benign pathology, such as an adenomatous or hyperplastic polyp, though histological examination is required for definitive diagnosis. The surrounding mucosa appears healthy with normal vascular pattern, indicating localized pathology without obvious signs of widespread inflammation or malignancy. This finding warrants further investigation, typically through polypectomy and histopathological analysis, to assess the potential for dysplasia or neoplastic change." } ]
BKAI-Small/Train/polyp/0449922d6157edc3d82df22c41b503dc.jpeg	0449922d6157edc3d82df22c41b503dc	[ { "from": "human", "value": "<image>\nInterpret what the image shows." }, { "from": "gpt", "value": "This endoscopic image showcases a colorectal polyp, a protrusion from the inner lining of the colon. The lesion is characterized by its pedunculated morphology with a distinct stalk that supports the rounded polyp head. The surface of the polyp appears smooth, which may be indicative of a non-neoplastic polyp, but histopathological examination would be necessary for definitive classification and to rule out dysplasia. The surrounding mucosa exhibits normal vascular pattern and color, without overt signs of inflammation or other pathology. The presence of such polyps necessitates further medical evaluation to determine the appropriate intervention, including removal and biopsy to assess for potential malignancy." } ]
BKAI-Small/Train/polyp/0449ad43fe2cd066b9fdbc3bbc04a3af.jpeg	0449ad43fe2cd066b9fdbc3bbc04a3af	[ { "from": "human", "value": "<image>\nOffer a thorough explanation of the image." }, { "from": "gpt", "value": "This image captures a significantly raised, reddish, and lobulated polyp within the luminal space, likely viewed through an endoscopic procedure. The surrounding mucosa appears smooth and regular, indicating that the finding is localized. Specular reflections suggest the use of endoscopic light during examination, aiding in the visualization of mucosal details. This formation's sessile morphology is typical of certain intestinal polyps, which may necessitate further histopathological evaluation to determine its nature, ranging from benign to precancerous lesions. The clarity and magnification of the image are instrumental in assessing the polyp's surface characteristics and vascular pattern, which are key factors in determining its potential clinical significance." } ]
BKAI-Small/Train/polyp/047dc0cbb58aa032554b5eb4fcf0130a.jpeg	047dc0cbb58aa032554b5eb4fcf0130a	[ { "from": "human", "value": "<image>\nExplain the image's visuals thoroughly." }, { "from": "gpt", "value": "The image presents an endoscopic view of a gastrointestinal polyp, which is an abnormal growth protruding from the mucosal surface of the gastrointestinal tract. The surrounding mucosa appears smooth and lustrous, indicating that the visualized segment is likely from the colon or rectum. The polyp in question is pedunculated with a narrow stalk, which could suggest a higher ease of removal during endoscopic polypectomy. The reflective sheen suggests adequate insufflation of the lumen for optimal visualization. No signs of overt dysplasia such as irregular surface or vascular pattern can be ascertained from this static image, but histological examination is necessary to rule out any neoplastic characteristics." } ]
BKAI-Small/Train/polyp/04801b37705c1e555525d4f09ce7270b.jpeg	04801b37705c1e555525d4f09ce7270b	[ { "from": "human", "value": "<image>\nInterpret what the image shows." }, { "from": "gpt", "value": "The image displays a sessile polyp characterized by its typical dome-shaped morphology without a stalk, situated on the mucosal surface which likely represents part of the gastrointestinal tract. The vascular pattern appears prominently on the surface of the polyp, suggestive of a rich blood supply. Surrounding mucosa shows some reddening, which can be indicative of mild inflammation or localized irritation. The precise identity, whether hyperplastic or adenomatous, can only be determined through histological examination after a biopsy. The presence of such a polyp necessitates further clinical evaluation for potential neoplastic changes, given the variable risk of malignancy associated with different polyp types." } ]
BKAI-Small/Train/polyp/0496b83ef461c2a337948a41964c1d4f.jpeg	0496b83ef461c2a337948a41964c1d4f	[ { "from": "human", "value": "<image>\nExplain the image's visuals thoroughly." }, { "from": "gpt", "value": "The image appears to depict an endoscopic view of a gastrointestinal tract, specifically a part of the colon, where a singular polypoid lesion is visible. The mucosal surface around the lesion shows vascular pattern and a smooth contour, indicative of a potentially benign nature of the polyp. However, the exact pathology can only be determined after histopathological examination. Sizes and margins of the polyp are not clearly delineated in this image, but its presence underscores the importance of colorectal screenings. The image is well-lit and provides a clear view of the intestinal lumen, which is essential for the accurate diagnosis and potential removal of such lesions." } ]
BKAI-Small/Train/polyp/04c34a359bbb402345d341253851bc86.jpeg	04c34a359bbb402345d341253851bc86	[ { "from": "human", "value": "<image>\nOffer a thorough explanation of the image." }, { "from": "gpt", "value": "This image appears to depict an endoscopic view of a colonic polyp within the large intestine, characterized by its protrusion into the bowel lumen. The polyp displays a rounded, pinkish morphology, distinct from the surrounding mucosal tissue, and its surface seems to be slightly lobulated, which could suggest a sessile growth pattern. The vascular pattern on the polyp surface is not clearly discernible, which might warrant further investigation for histopathological characterization. The date and time stamp indicate that the procedure was performed on February 7, 2020. Diagnostic procedures such as biopsy and subsequent histological examination would be crucial to determine the nature of the polyp, whether it is hyperplastic, adenomatous, or indicative of a more severe pathology like malignancy." } ]
BKAI-Small/Train/polyp/04ccdc265a0b0a1230b118fa8625605d.jpeg	04ccdc265a0b0a1230b118fa8625605d	[ { "from": "human", "value": "<image>\nDetail the visual elements in the image." }, { "from": "gpt", "value": "This image depicts a colonoscopic view highlighting a sessile polyp on the colonic mucosa. The polyp presents with a smooth surface and homogeneous coloration, which are common characteristics of benign lesions, such as a hyperplastic or adenomatous polyp, yet histological examination is required for definitive diagnosis. The surrounding colonic mucosa appears normal and healthy, without signs of diffuse inflammation or multiple polyps that may suggest a polyposis syndrome. Diagnostic interventions, like this endoscopic examination, are critical for the detection and removal of polyps which can be precursors to colorectal cancer. This image could serve as a valuable reference for medical professionals in identifying similar presentations during colonoscopy procedures." } ]
BKAI-Small/Train/polyp/04f234b701fc691ffa02f6068b683019.jpeg	04f234b701fc691ffa02f6068b683019	[ { "from": "human", "value": "<image>\nDescribe what you see in the image." }, { "from": "gpt", "value": "This image exhibits a high-resolution endoscopic view of a colorectal mucosal surface, displaying a benign pathology characteristic of a sessile polyp. The mucosal pattern is irregular and marked by slightly reddened tissue, indicative of potential neoplastic change, which signifies a potential precursor to malignancy if left unchecked. Vascular structures are visible, with some appearing slightly distorted due to the presence of the polyp. There are no signs of ulceration or overt bleeding, suggesting that the polyp is in an early stage. Accurate identification and removal of such polyps during colonoscopy can significantly reduce the risk of progression to colorectal cancer." } ]
BKAI-Small/Train/polyp/051fc90e85d064f787d4be168d951058.jpeg	051fc90e85d064f787d4be168d951058	[ { "from": "human", "value": "<image>\nInterpret what the image shows." }, { "from": "gpt", "value": "This image displays a close-up view of a colorectal polyp identified during a colonoscopic procedure, dated 30/05/2020. The polyp appears as a small, rounded, protrusion from the mucosal surface, typical of a sessile growth pattern. Located on well-vascularized mucosa, the polyp's color is consistent with the surrounding tissue, suggesting it may be benign. The surrounding colon mucosa appears smooth and normal, without visible signs of inflammation or further pathological lesions. The image includes clinical scope information indicating magnification, patient orientation, and procedural settings, useful for medical documentation and review." } ]
BKAI-Small/Train/polyp/052600f1f93e952886d1697f8af9b550.jpeg	052600f1f93e952886d1697f8af9b550	[ { "from": "human", "value": "<image>\nExplain the image's visuals thoroughly." }, { "from": "gpt", "value": "This endoscopic image shows a pedunculated polyp within a gastrointestinal tract, identifiable by its distinctive stalk that attaches it to the mucosal surface. The polyp's pinkish hue and smooth surface suggests a possible non-neoplastic process, but only histological examination can confirm whether it is hyperplastic or adenomatous, which has implications for potential malignancy. The surrounding mucosa appears edematous but lacks visible signs of active inflammation or hemorrhage. Accurate documentation and removal of such polyps are crucial, as they may be precursors to cancer, depending on their histological characteristics. The clarity and magnification of the image are essential for aiding gastroenterologists in determining the treatment strategy, which may include polypectomy for pathology assessment and to reduce the risk of malignant transformation." } ]
BKAI-Small/Train/polyp/0528810e9d05be942fd5dd0902e0db22.jpeg	0528810e9d05be942fd5dd0902e0db22	[ { "from": "human", "value": "<image>\nDetail the visual elements in the image." }, { "from": "gpt", "value": "This image depicts an endoscopic view of a colonic polyp within the luminal structure of the colon, characterized by its protruding growth from the mucosal surface. The polyp appears as a pale, sessile growth with a lobulated surface, suggesting it could be an adenomatous polyp, which has the potential to become malignant over time. The visual field also includes some vascular features on the surface of the polyp, indicating a well-established blood supply. Surrounding mucosa looks smooth and normal without visible signs of inflammation or other lesions. Further histopathological analysis is necessary to determine the exact nature and potential malignancy risk associated with this polyp." } ]
BKAI-Small/Train/polyp/054d694539ef2424a9218697283baa36.jpeg	054d694539ef2424a9218697283baa36	[ { "from": "human", "value": "<image>\nDetail the visual elements in the image." }, { "from": "gpt", "value": "Endoscopic image of a colonic polyp: The photograph presents a clear view of a colorectal polyp as observed during a colonoscopy procedure. This sessile polyp, with its smooth surface and distinct borders, appears benign in nature, characteristic of an adenomatous polyp or hyperplastic polyp. Sessile polyps like this one are attached to the mucosal layer of the colon wall without a stalk. The surrounding colonic mucosa is smooth and appears normal without evidence of inflammation or bleeding. Proper identification and, if deemed necessary, removal and histopathological examination are crucial steps in the assessment of polyps due to their potential for dysplasia and progression to colorectal cancer." } ]
BKAI-Small/Train/polyp/0676289b3e732adb4c5d1580670d78b9.jpeg	0676289b3e732adb4c5d1580670d78b9	[ { "from": "human", "value": "<image>\nInterpret what the image shows." }, { "from": "gpt", "value": "This image displays a colorectal polyp visualized during a diagnostic endoscopic procedure, captured using high-resolution endoscopic technology. The polyp appears as a distinct, protruding lesion from the surrounding mucosal surface of the colon, characterized by its smooth, rounded contour and slightly reddish hue compared to the adjacent mucosa. The vascular pattern and surface texture of the polyp could be indicative of its histological nature, which requires further investigation through biopsy and pathological examination to determine its potential for malignancy. Bubbles and reflections visible in the image are artifacts of the endoscopic environment and do not pertain to the pathology itself." } ]
BKAI-Small/Train/polyp/069910ea2abe3c84417fda8019410b1f.jpeg	069910ea2abe3c84417fda8019410b1f	[ { "from": "human", "value": "<image>\nInterpret what the image shows." }, { "from": "gpt", "value": "This endoscopic image reveals a solitary, sessile polyp located in the gastrointestinal tract with a smooth, rounded morphology and a reddish-hued surface, which is distinct from the surrounding mucosa. The polyp appears to be small size and exhibits some vascular features on its surface, potentially indicating a benign nature. However, biopsy and histopathological analysis are essential for a definitive diagnosis and to rule out any dysplastic or neoplastic changes within the polyp tissue. This finding warrants further investigation to determine the appropriate clinical management, which may include polypectomy for symptomatic relief and prevention of potential complications." } ]
BKAI-Small/Train/polyp/06cb09d1fc6869d7b4193425b976973f.jpeg	06cb09d1fc6869d7b4193425b976973f	[ { "from": "human", "value": "<image>\nDetail the visual elements in the image." }, { "from": "gpt", "value": "This endoscopic image depicts a colorectal polyp, specifically identified by its protrusion from the mucosal surface of the colon. Notice the pedunculated appearance, indicating that the polyp is attached to the mucosa by a stalk-like structure. The coloration varies from the surrounding tissue, with reddish hues that may suggest vascularization. Small white spots are visible on the polyp's surface, which could be indicative of a slight surface irregularity or mucus. The surrounding colonic mucosa appears intact and smooth, without visible signs of inflammation or other adjacent polyps." } ]
BKAI-Small/Train/polyp/076135d76d0bbd4ce2a1405f7d507592.jpeg	076135d76d0bbd4ce2a1405f7d507592	[ { "from": "human", "value": "<image>\nDescribe what you see in the image." }, { "from": "gpt", "value": "This endoscopic image exhibits two sessile polyps located in the colorectal mucosa, characterized by their slightly lobulated, irregular surfaces and pale coloration contrasting with the surrounding mucosal tissue. The polyps are sharply delineated and protruding from the intestinal wall, indicating a potential for obstruction or other complications if left untreated. These formations suggest a need for further histological examination to determine the polyp's nature, such as hyperplastic, adenomatous, or potentially neoplastic growths, which can have implications for patient management and surveillance strategies. The granularity and vascular pattern in the surrounding mucosa appear unremarkable, but this detail merits close clinical correlation to assess for surrounding mucosal changes that might indicate a more diffuse mucosal process." } ]
BKAI-Small/Train/polyp/077bad31c8c5f54ffaa27a623511c389.jpeg	077bad31c8c5f54ffaa27a623511c389	[ { "from": "human", "value": "<image>\nDescribe what you see in the image." }, { "from": "gpt", "value": "This endoscopic image reveals the presence of a gastrointestinal lesion characterized as a polyp within the lumen of the colon. The polypoid formation appears as a discrete, rounded protrusion from the surrounding mucosa, with a stalk that suggests a pedunculated morphology. The mucosal surface of the polyp is smooth, without apparent ulceration or irregularity, which may indicate a benign nature such as that seen in adenomatous polyps. The surrounding colorectal mucosa displays normal vascular pattern and no signs of diffuse inflammation or pathology. This visual finding underscores the importance of routine colorectal screenings for the early detection and removal of potentially precancerous polyps." } ]
BKAI-Small/Train/polyp/07907941a8490fd7df8e26031fbb5e52.jpeg	07907941a8490fd7df8e26031fbb5e52	[ { "from": "human", "value": "<image>\nExplain the image's visuals thoroughly." }, { "from": "gpt", "value": "This image presents an endoscopic view of a colorectal polyp, demonstrating its attachment to the mucosal layer of the colon. The polyp is visibly distinct from the surrounding tissue with a slightly reddish hue and a smooth surface, suggesting it could be a sessile polyp, which is often characterized by its broad base attachment without a stalk. Surrounding vascular structures are visible with no overt signs of bleeding or ulceration on the polyp's surface, an important observation in the assessment of potential malignancy. The granularity and coloration of the surrounding mucosa appear normal, without evidence of extensive inflammation or multiple polyps, which may occur in conditions like polyposis syndromes. The use of high-definition endoscopic technology allows for such detailed visualization, critical for the accurate diagnosis, classification, and management planning of colorectal polyps." } ]
BKAI-Small/Train/polyp/081835cf877e004e8bfb905b78a91391.jpeg	081835cf877e004e8bfb905b78a91391	[ { "from": "human", "value": "<image>\nDescribe what you see in the image." }, { "from": "gpt", "value": "This image depicts an endoscopic view of a colonic polyp, which appears as a protrusion from the mucosal surface of the colon. The polyp is characterized by its smooth, rounded surface texture, and its color is consistent with the surrounding mucosa, suggesting a non-neoplastic lesion such as a hyperplastic polyp. There is no evidence of ulceration or irregularities on the polyp's surface, which helps differentiate it from potentially malignant growths. The surrounding mucosa appears intact and healthy, without signs of inflammation or other pathological changes. This visual is essential for medical documentation and could facilitate targeted biopsy or polypectomy for accurate diagnosis and treatment." } ]
BKAI-Small/Train/polyp/085835c525af63a987f428c953248704.jpeg	085835c525af63a987f428c953248704	[ { "from": "human", "value": "<image>\nDetail the visual elements in the image." }, { "from": "gpt", "value": "This endoscopic image captures a sessile polyp within the gastrointestinal tract, exhibiting a reddened and lobulated surface that suggests a possible adenomatous nature. The polyp is well-demarcated from the surrounding mucosa, with its size and morphology indicating that it may possess a higher risk for malignant transformation, necessitating biopsy for histopathological evaluation. The mucus and luminal contents scattered across the field denote a typical clinical setting during a colonoscopic procedure. The captured technical details, such as the time stamp and settings, reflect the specifics of the endoscopic equipment used during this diagnostic intervention. Immediate attention by a gastroenterologist is required for an accurate diagnosis and management plan involving either endoscopic removal or further surveillance." } ]