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+ [
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+ {
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+ "id": "Info_RAG.docx__intro__chunk0",
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+ "source": "Info_RAG.docx",
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+ "section": "intro",
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+ "text": "Alright, we know that our dataset is classified under 7 categories: Melanocytic nevi (nv) Melanoma (mel) Benign lesions of the keratosis (bkl) Basal Cell Carcinoma (bcc) Actinic keratoses and intraepithelial carcinoma (akiec) Vascular lesions (vasc) Dermatofibroma (df) Early detection of skin cancers, including melanoma and non-melanoma skin cancers is crucial. Melanoma has been reported as the 6th most common of all cancer cases. Early detection of all skin cancers is very important to prevent the progression to advanced stages.",
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+ "word_count": 79
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+ },
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+ {
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+ "id": "Info_RAG.docx__Melanocytic_nevi_(nv)__chunk0",
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+ "source": "Info_RAG.docx",
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+ "section": "Melanocytic nevi (nv)",
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+ "text": "Melanocytic nevi are benign tumors that that arise in the skin. They have different sizes and colors as outlined above. Benign nevi are usually round or oval-shaped and are uniform in color. There are more nevi in areas of the body that have greater long-term exposure to the sun, such as the outer arm compared with the inner arm. Cells within the skin called melanocytes produce a pigment named melanin. This pigment is what gives melanocytic nevi a tan to dark brown color. Melanin is also responsible for overall skin color and the darkening seen with a sun tan.",
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+ "word_count": 99
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+ },
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+ {
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+ "id": "Info_RAG.docx__What_leads_to_melanocytic_nevi?__chunk0",
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+ "source": "Info_RAG.docx",
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+ "section": "What leads to melanocytic nevi?",
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+ "text": "Melanocytic nevi are a reflection of genetic factors, such as family history, and environmental factors—primarily, sun exposure.",
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+ "word_count": 17
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+ },
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+ {
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+ "id": "Info_RAG.docx__What_are_the_clinical_characteristics_of_melanocytic_nevi?__chunk0",
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+ "source": "Info_RAG.docx",
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+ "section": "What are the clinical characteristics of melanocytic nevi?",
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+ "text": "Tan to dark brown, pale pink, and occasionally black in color Round or oval in shape Smooth borders Uniform color throughout Symmetry (when a line is drawn within them, the two halves have the same appearance) As melanocytic nevi age, they often become lighter in color. They may also elevate but should become softer to the touch.",
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+ "word_count": 57
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+ },
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+ {
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+ "id": "Info_RAG.docx__What_are_atypical_nevi?__chunk0",
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+ "source": "Info_RAG.docx",
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+ "section": "What are atypical nevi?",
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+ "text": "Atypical nevi have a number of clinical features that overlap with cutaneous melanoma, but they are benign lesions. These features include: Asymmetry (when a line is drawn down the middle of the mole, the two sides are not the same) Irregular, rather than smooth, round borders Variation in color within the mole, with more than one color Larger than a pencil eraser",
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+ "word_count": 62
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+ },
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+ {
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+ "id": "Info_RAG.docx__How_are_melanocytic_nevi_treated?__chunk0",
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+ "source": "Info_RAG.docx",
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+ "section": "How are melanocytic nevi treated?",
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+ "text": "The majority of melanocytic nevi do not require treatment. Nevi that are benign but bothersome to the patient because of appearance or irritation can be removed. Moles are removed by the shave technique or suture surgery. Atypical melanocytic nevi are biopsied when the clinician is concerned about the possibility of cutaneous melanoma.",
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+ "word_count": 52
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+ },
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+ {
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+ "id": "Info_RAG.docx__Melanoma__chunk0",
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+ "source": "Info_RAG.docx",
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+ "section": "Melanoma",
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+ "text": "It is a type of skin cancer that originates in the pigment-producing cells of the epidermis called melanocytes. Of the three most common types of skin cancer, melanoma is the most dangerous. It's much more likely to spread than basal cell or squamous cell carcinoma to spread.",
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+ "word_count": 47
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+ },
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+ {
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+ "id": "Info_RAG.docx__What_are_the_risk_factors_for_melanoma?__chunk0",
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+ "source": "Info_RAG.docx",
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+ "section": "What are the risk factors for melanoma?",
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+ "text": "As with other types of skin cancer, exposure to ultraviolet (UV) radiation, from the sun or tanning beds, is a major risk factor for melanoma. Skin color matters, too. There's an inverse relationship between the amount of pigment in a person's skin and his or her risk of melanoma",
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+ "word_count": 49
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+ },
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+ {
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+ "id": "Info_RAG.docx__What_leads_to_melanoma?__chunk0",
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+ "source": "Info_RAG.docx",
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+ "section": "What leads to melanoma?",
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+ "text": "here are common risk factors: Family history of melanoma Personal history of melanoma or atypical (dysplastic) moles Fair skin A tendency to burn rather than tan Sensitivity to the sun Freckles Red/blond/light brown hair Green/gray/blue eyes Excessive sun exposure New or changing moles",
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+ "word_count": 43
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+ },
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+ {
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+ "id": "Info_RAG.docx__What_are_the_symptoms_of_melanoma?__chunk0",
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+ "source": "Info_RAG.docx",
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+ "section": "What are the symptoms of melanoma?",
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+ "text": "The most important warning sign for melanoma is a new spot on the skin or a spot that’s changing in size, shape or color.",
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+ "word_count": 24
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+ },
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+ {
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+ "id": "Info_RAG.docx__Diameter: A_mole_with_a_diameter_greater_than_a_pencil_eraser_(about_five_to_six_millimeters)_should_raise_suspicion.__chunk0",
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+ "source": "Info_RAG.docx",
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+ "section": "Diameter: A mole with a diameter greater than a pencil eraser (about five to six millimeters) should raise suspicion.",
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+ "text": "The most common location for a melanoma to appear is on the back. Men are also highly susceptible to melanomas on the chest or abdomen, while women develop melanomas on the legs more often than do men.",
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+ "word_count": 37
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+ },
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+ {
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+ "id": "Info_RAG.docx__How_is_melanoma_diagnosed?__chunk0",
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+ "source": "Info_RAG.docx",
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+ "section": "How is melanoma diagnosed?",
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+ "text": "The definitive diagnosis for melanoma can only be made by taking a skin biopsy.",
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+ "word_count": 14
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+ },
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+ {
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+ "id": "Info_RAG.docx__How_is_melanoma_treated?__chunk0",
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+ "source": "Info_RAG.docx",
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+ "section": "How is melanoma treated?",
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+ "text": "Treatment options are based on the stage of the cancer and other factors. Those factors are identified on the biopsy and include degree of inflammation, how quickly the cells seem to be dividing, and other features. If the melanoma at the time of diagnosis is deeper than one millimeter or has some concerning features on biopsy, a more complex workup will be required.",
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+ "word_count": 63
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+ },
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+ {
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+ "id": "Info_RAG.docx__What_is_a_basal_cell_carcinoma?__chunk0",
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+ "source": "Info_RAG.docx",
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+ "section": "What is a basal cell carcinoma?",
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+ "text": "Basal cell carcinoma is a type of skin cancer that occurs when there is damage to the DNA of basal cells in the top layer, or epidermis, of the skin. They are called basal cells because they are the deepest cells in the epidermis. In normal skin, the basal cells are less than one one-hundredth of an inch deep, but once a cancer has developed, it will spread deeper.",
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+ "word_count": 69
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+ },
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+ {
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+ "id": "Info_RAG.docx__What_are_the_risk_factors_for_basal_cell_carcinoma?__chunk0",
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+ "source": "Info_RAG.docx",
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+ "section": "What are the risk factors for basal cell carcinoma?",
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+ "text": "Basal cell carcinoma, squamous cell carcinoma and melanoma are all skin cancers caused by exposure to damaging ultraviolet rays—from natural and artificial sunlight",
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+ "word_count": 23
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+ },
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+ {
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+ "id": "Info_RAG.docx__What_are_the_symptoms_of_basal_cell_carcinoma?__chunk0",
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+ "source": "Info_RAG.docx",
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+ "section": "What are the symptoms of basal cell carcinoma?",
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+ "text": "A basal cell carcinoma is a stubborn, persistent spot that usually appears on areas that have been exposed to the sun, such as the head, neck, chest, arms and legs. The spot may take one of several forms: an open sore, a reddish irritated patch, a shiny red bump or nodule, a pink growth, or a small scar-like patch. In some people, the condition may resemble psoriasis or eczema. The spot will sometimes bleed, scab and heal up after a week or two, then bleed or become irritated again.",
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+ "word_count": 89
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+ },
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+ {
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+ "id": "Info_RAG.docx__How_is_basal_cell_carcinoma_diagnosed?__chunk0",
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+ "source": "Info_RAG.docx",
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+ "section": "How is basal cell carcinoma diagnosed?",
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+ "text": "Experienced dermatologists can get a very good idea of whether a spot is a basal cell carcinoma just by looking at it; but a skin biopsy is necessary to confirm the diagnosis.",
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+ "word_count": 32
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+ },
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+ {
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+ "id": "Info_RAG.docx__How_is_basal_cell_carcinoma_treated?__chunk0",
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+ "source": "Info_RAG.docx",
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+ "section": "How is basal cell carcinoma treated?",
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+ "text": "Surgical excision, Electrodesiccation and curettage, Mohs micrographic surgery https://www.yalemedicine.org/",
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+ "word_count": 9
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+ },
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+ {
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+ "id": "Info_RAG.docx__Benign_lesions_of_the_keratosis__chunk0",
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+ "source": "Info_RAG.docx",
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+ "section": "Benign lesions of the keratosis",
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+ "text": "There are different types of Benign keratotic lesions: Seborrheic Keratosis Actinic keratosis Keratosis pilaris Corns and calluses For this study, we treated just Seborrheic Keratosis. It is a common noncancerous (benign) skin growth. They are usually brown, black or light tan. The growths (lesions) look waxy or scaly and slightly raised. They appear gradually, usually on the face, neck, chest or back.",
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+ "word_count": 62
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+ },
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+ {
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+ "id": "Info_RAG.docx__How_are_Seborrheic_keratoses_treated?__chunk0",
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+ "source": "Info_RAG.docx",
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+ "section": "How are Seborrheic keratoses treated?",
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+ "text": "Seborrheic keratoses are harmless and not contagious. They don't need treatment, but you may decide to have them removed if they become irritated by clothing or you don't like how they look.",
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+ "word_count": 32
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+ },
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+ {
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+ "id": "Info_RAG.docx__Symptoms__chunk0",
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+ "source": "Info_RAG.docx",
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+ "section": "Symptoms",
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+ "text": "A seborrheic keratosis grows gradually. Signs and symptoms might include: A round or oval-shaped waxy or rough bump, typically on the face, chest, a shoulder or the back A flat growth or a slightly raised bump with a scaly surface, with a characteristic \"pasted on\" look Varied size, from very small to more than 1 inch (2.5 centimeters) across Varied number, ranging from a single growth to multiple growths Very small growths clustered around the eyes or elsewhere on the face, sometimes called flesh moles or dermatosis papulosa nigra, common on Black or brown skin Varied in color, ranging from light tan to brown or black Itchiness Actinic keratoses vary in appearance. Symptoms include: Rough, dry or scaly patch of skin, usually less than 1 inch (2.5 centimeters) in diameter Flat to slightly raised patch or bump on the top layer of skin In some cases, a hard, wartlike surface Color variations, including pink, red or brown Itching, burning, bleeding or crusting New patches or bumps on sun-exposed areas of the head, neck, hands and forearms",
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+ "word_count": 176
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+ },
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+ {
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+ "id": "Info_RAG.docx__What_leads_to_Seborrheic_keratoses?__chunk0",
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+ "source": "Info_RAG.docx",
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+ "section": "What leads to Seborrheic keratoses?",
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+ "text": "This type of skin growth does tend to run in families, so there is likely an inherited tendency. If you've had one seborrheic keratosis, you're at risk of developing others.",
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+ "word_count": 30
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+ },
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+ {
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+ "id": "Info_RAG.docx__Actinic_keratoses_and_intraepithelial_carcinoma__chunk0",
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+ "source": "Info_RAG.docx",
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+ "section": "Actinic keratoses and intraepithelial carcinoma",
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+ "text": "is a rough, scaly patch on the skin that develops from years of sun exposure. It's often found on the face, lips, ears, forearms, scalp, neck or back of the hands.",
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+ "word_count": 31
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+ },
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+ {
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+ "id": "Info_RAG.docx__What_leads_Actinic_keratoses?__chunk0",
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+ "source": "Info_RAG.docx",
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+ "section": "What leads Actinic keratoses?",
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+ "text": "An actinic keratosis is caused by frequent or intense exposure to ultraviolet (UV) rays from the sun or tanning beds.",
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+ "word_count": 20
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+ },
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+ {
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+ "id": "Info_RAG.docx__How_are_Actinic_keratoses_treated?__chunk0",
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+ "source": "Info_RAG.docx",
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+ "section": "How are Actinic keratoses treated?",
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+ "text": "If treated early, actinic keratosis can be cleared up or removed. If left untreated, some of these spots might progress to squamous cell carcinoma.",
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+ "word_count": 24
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+ },
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+ {
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+ "id": "Info_RAG.docx__Vascular_lesions__chunk0",
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+ "source": "Info_RAG.docx",
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+ "section": "Vascular lesions",
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+ "text": "Vascular lesions are abnormal blood vessels that are visible through the skin, often appearing as reddish or purplish patches. There are several types of skin vascular lesions, including hemangiomas, port-wine stains, telangiectasias, and angiomas. Each type of lesion has unique characteristics, and the treatment options vary depending on the type, location, and severity of the lesion.",
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+ "word_count": 56
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+ },
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+ {
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+ "id": "Info_RAG.docx__How_are_Vascular_lesions_treated?__chunk0",
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+ "source": "Info_RAG.docx",
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+ "section": "How are Vascular lesions treated?",
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+ "text": "Sclerotherapy, Alma Harmony XL PRO, Cutera Excel V",
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+ "word_count": 8
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+ },
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+ {
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+ "id": "Info_RAG.docx__Dermatofibroma__chunk0",
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+ "source": "Info_RAG.docx",
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+ "section": "Dermatofibroma",
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+ "text": "A dermatofibroma is a common overgrowth of the fibrous tissue situated in the dermis (the deeper of the two main layers of the skin). It is benign (harmless) and will not turn into a cancer.",
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+ "word_count": 35
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+ },
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+ {
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+ "id": "Info_RAG.docx__What_leads_to_dermatofibroma?__chunk0",
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+ "source": "Info_RAG.docx",
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+ "section": "What leads to dermatofibroma?",
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+ "text": "They often seem to appear after a minor injury to the skin such as a prick from a thorn or an insect bite. Certain patient groups can be more prone to developing dermatofibromas.",
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+ "word_count": 33
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+ },
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+ {
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+ "id": "Info_RAG.docx__How_are_dermatofibroma_treated?__chunk0",
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+ "source": "Info_RAG.docx",
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+ "section": "How are dermatofibroma treated?",
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+ "text": "Dermatofibromas sometimes disappear without any treatment, although in many cases they can last indefinitely. https://www.bad.org.uk/",
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+ "word_count": 15
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+ }
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+ ]
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